[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"summary-3145ce9a11e0177f-agentic-commerce-hands-power-to-buyer-agents-summary":3,"summaries-facets-categories":162,"summary-related-3145ce9a11e0177f-agentic-commerce-hands-power-to-buyer-agents-summary":7066},{"id":4,"title":5,"ai":6,"body":13,"categories":120,"created_at":122,"date_modified":122,"description":112,"extension":123,"faq":122,"featured":124,"kicker_label":122,"meta":125,"navigation":144,"path":145,"published_at":146,"question":122,"scraped_at":147,"seo":148,"sitemap":149,"source_id":150,"source_name":151,"source_type":152,"source_url":153,"stem":154,"tags":155,"thumbnail_url":122,"tldr":159,"tweet":122,"unknown_tags":160,"__hash__":161},"summaries\u002Fsummaries\u002F3145ce9a11e0177f-agentic-commerce-hands-power-to-buyer-agents-summary.md","Agentic Commerce Hands Power to Buyer Agents",{"provider":7,"model":8,"input_tokens":9,"output_tokens":10,"processing_time_ms":11,"cost_usd":12},"openrouter","x-ai\u002Fgrok-4.1-fast",8517,2377,22043,0.0028694,{"type":14,"value":15,"toc":111},"minimark",[16,21,25,28,31,35,38,41,44,48,51,54,57,60,63,67,70,73,77],[17,18,20],"h2",{"id":19},"seller-funnels-exposed-human-intentagents-bypass-them","Seller Funnels Exposed Human Intent—Agents Bypass Them",[22,23,24],"p",{},"Traditional e-commerce funnels weren't just marketing diagrams; they were \"institutional arrangements for making human intent observable\" in seller-controlled spaces like product pages, pricing tables, and checkouts. Sellers watched buyers search, browse, hesitate, abandon carts, and return, optimizing every step with tools from SEO to CRO. This built an ecosystem of over 8,000 MarTech companies in the 2010s, all premised on capturing attention in seller environments.",[22,26,27],{},"Agents shatter this. Buyers start with tasks like \"find coffee I like\" or \"provision services under budget,\" forming intent in their agent's context before reaching any seller site. The agent arrives pre-loaded with preferences, constraints, price caps, and sometimes payment authority—no browsing required. Nate Jones explains: \"The commercial surface is migrating from the seller's environment to the buyer's agent.\" Sellers now receive \"an authorized purchasing attempt by a bot,\" not a persuadable human.",[22,29,30],{},"This shift devalues seller persuasion tactics. Humans tolerate ambiguity, infer from aesthetics, and yield to ads; agents demand structured data on price, inventory, returns, fulfillment, and fit to buyer criteria. Vague requests like \"authentic coffee\" become precise briefs—evaluating origin, roast, freshness, roaster rep—without seller influence.",[17,32,34],{"id":33},"payment-authority-travels-with-tasks-not-checkouts","Payment Authority Travels with Tasks, Not Checkouts",[22,36,37],{},"Stripe's breakthrough made payments code-native, enabling anyone to build economic products without payments expertise. But it still required buyers to enter seller flows. Now, \"Link wallet for agents\" relocates authority: users grant agents access to Link, which issues one-time cards (adapters for human web) or shared tokens (machine-native rails) after approval. Agents carry scoped credentials—limited by amount, merchant, expiry—bypassing checkout.",[22,39,40],{},"One-time cards bridge legacy sites; tokens and Machine Payments Protocol enable direct agent-seller coordination. Streaming payments and usage-based billing (via Metronome\u002FTempo) fit agent flows. Fraud rises as trust chains lengthen: buyer trusts agent, seller trusts transaction, platforms verify all. Stripe leverages its Radar fraud defenses, treasury, and APIs as the nexus.",[22,42,43],{},"Jones notes: \"In the agent model, the buyer's agent may bring payment authority to the seller... The payment method is attached to the task.\" Sellers fulfill authorized orders sans conversion work, but must expose policies explicitly.",[17,45,47],{"id":46},"businesses-must-become-agent-legible-not-just-discoverable","Businesses Must Become Agent-Legible, Not Just Discoverable",[22,49,50],{},"\"Agentic visibility is not SEO for agents.\" SEO lured humans into funnels for shaping; agents need usability—structured metadata for reasoning. Businesses broadcast catalogs, prices, constraints via protocols, feeds, APIs, or Stripe's Agentic Commerce Suite, appearing in agent decision loops.",[22,52,53],{},"Stripe, Google (Universal Commerce Protocol, Merchant Center attributes), Microsoft (Copilot shopping), Meta (ad-proximal checkout), Visa\u002FMastercard (agent tokens), PayPal (wallet trust) all build toward buyer-interface commerce. Walmart's ChatGPT instant checkout flopped (3x worse conversion) due to lacking carts\u002Floyalty; OpenAI pivoted to discovery + merchant handoff.",[22,55,56],{},"Brands evolve: no longer billboards, they enter \"buyer's operating context\" or memory via agent recall, not persuasion. Jones warns: \"The seller's persuasion surface is disappearing.\"",[22,58,59],{},"To compete: expose reality agent-first. Agent discovery prioritizes accurate representation over ranking—win by being callable, not clickable.",[22,61,62],{},"\"Agentic commerce is about being usable by software acting on behalf of humans. It's actually a much higher bar.\"",[17,64,66],{"id":65},"infrastructure-rewards-programmable-primitives","Infrastructure Rewards Programmable Primitives",[22,68,69],{},"Stripe's stack—Link Wallet, shared tokens, Radar theft defenses, Signals, Treasury stablecoins, Project—forms agent economy rails. Not hype demos (agent buys coffee), but pre-scale necessities: agent knows buyer\u002Fseller details; seller trusts intent.",[22,71,72],{},"Old web: lure to store. New: be agent-usable sans visit. Everyone (Stripe, Visa, etc.) races here; winners span discovery to fulfillment.",[17,74,76],{"id":75},"key-takeaways","Key Takeaways",[78,79,80,84,87,90,93,96,99,102,105,108],"ul",{},[81,82,83],"li",{},"Expose structured product data (price, inventory, policies, constraints) via APIs\u002Fprotocols for agent reasoning—don't rely on human-tolerant ambiguity.",[81,85,86],{},"Build agent-legible commerce: payment authority arrives scoped; optimize for bot purchases over human browsing.",[81,88,89],{},"Ditch SEO mental model; focus on broadcast to agent surfaces for discovery in intent formation.",[81,91,92],{},"Prioritize fraud\u002Ftrust chains: one-time cards for now, tokens for native agent rails.",[81,94,95],{},"Evolve brand to buyer context\u002Fmemory; persuasion funnels die as agents arrive pre-decided.",[81,97,98],{},"Test agent-callability: can your business be invoked programmatically with intent?",[81,100,101],{},"Watch competitors: Stripe centralizes via primitives; Google\u002Fothers extend discovery.",[81,103,104],{},"Start task-first: model requests as fuzzy briefs agents refine independently.",[81,106,107],{},"Use adapters (one-time cards) during transition; aim for streaming\u002Fusage billing.",[81,109,110],{},"Measure shift: track authorized bot attempts vs. human visits.",{"title":112,"searchDepth":113,"depth":113,"links":114},"",2,[115,116,117,118,119],{"id":19,"depth":113,"text":20},{"id":33,"depth":113,"text":34},{"id":46,"depth":113,"text":47},{"id":65,"depth":113,"text":66},{"id":75,"depth":113,"text":76},[121],"AI & LLMs",null,"md",false,{"content_references":126,"triage":139},[127,132,137],{"type":128,"title":129,"url":130,"context":131},"other","Agentic Commerce: Buyers Power","https:\u002F\u002Fnatesnewsletter.substack.com\u002Fp\u002Fagentic-commerce-buyers-power?r=1z4sm5&utm_campaign=post&utm_medium=web&showWelcomeOnShare=true","mentioned",{"type":133,"title":134,"author":135,"url":136,"context":131},"podcast","AI News & Strategy Daily with Nate B Jones","Nate B Jones","https:\u002F\u002Fopen.spotify.com\u002Fshow\u002F0gkFdjd1wptEKJKLu9LbZ4",{"type":133,"title":134,"author":135,"url":138,"context":131},"https:\u002F\u002Fpodcasts.apple.com\u002Fus\u002Fpodcast\u002Fai-news-strategy-daily-with-nate-b-jones\u002Fid1877109372",{"relevance":140,"novelty":141,"quality":140,"actionability":141,"composite":142,"reasoning":143},4,3,3.6,"Category: Product Strategy. The article discusses a significant shift in e-commerce dynamics due to AI agents, which directly addresses the audience's interest in product strategy and the implications for building AI-powered products. It provides insights into how buyer agents can change traditional seller-controlled funnels, which is relevant for product-minded builders. However, while it presents new perspectives, it lacks specific actionable steps for implementation.",true,"\u002Fsummaries\u002F3145ce9a11e0177f-agentic-commerce-hands-power-to-buyer-agents-summary","2026-05-03 17:00:44","2026-05-04 16:07:17",{"title":5,"description":112},{"loc":145},"d0e2787888a58348","AI News & Strategy Daily | Nate B Jones","article","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=XGvDbeoSN3E","summaries\u002F3145ce9a11e0177f-agentic-commerce-hands-power-to-buyer-agents-summary",[156,157,158],"agents","product-strategy","saas","Stripe's agent tools let AI carry buyer intent and payment authority directly to sellers, crumbling decades-old seller-controlled funnels and shifting commerce power from stores to buyer agents.",[],"BuKMDqnj36joCICzuhUR_1r74mKGy6P26rT7dGTv-3o",[163,165,168,170,173,175,178,181,183,185,187,189,192,194,196,198,200,203,205,207,209,211,214,217,219,221,223,225,227,229,231,233,235,237,239,241,243,245,247,249,251,253,255,257,259,261,263,266,268,270,272,274,276,278,280,282,284,286,288,290,292,295,297,299,301,303,305,307,309,311,313,315,317,319,321,323,325,327,329,331,333,336,338,340,342,344,346,348,350,352,354,356,358,360,362,365,367,369,371,373,375,377,379,381,383,385,387,389,391,393,395,397,399,401,403,405,407,409,411,413,415,417,419,421,423,425,427,430,432,434,436,438,440,442,444,446,448,450,453,455,457,459,461,463,465,467,469,471,473,475,477,479,481,483,486,488,490,492,494,496,498,500,502,504,506,509,511,513,515,517,519,521,523,525,527,529,531,533,535,537,539,541,543,545,547,549,551,553,555,557,559,561,563,565,568,570,572,575,577,579,581,583,585,587,589,591,593,595,597,599,601,603,605,607,609,611,614,616,618,620,622,624,626,628,630,632,634,636,639,641,643,645,647,649,651,653,655,657,659,661,663,665,667,669,671,673,675,677,679,681,683,685,687,689,691,693,695,697,699,701,703,705,707,709,711,713,715,717,719,721,723,725,727,729,731,733,735,737,739,741,743,745,747,749,751,753,755,757,759,761,763,765,767,769,771,773,775,777,779,781,783,785,787,789,791,793,795,797,799,801,803,805,807,809,811,813,815,817,819,821,823,825,827,829,831,833,835,837,839,841,843,845,847,849,851,853,855,857,859,861,863,865,867,869,871,873,875,877,879,881,883,885,887,889,891,893,895,897,899,901,903,905,907,909,911,913,915,917,919,921,923,926,928,930,932,934,937,939,941,943,945,947,949,951,953,955,957,959,961,964,966,968,970,972,974,976,978,980,982,984,986,988,990,992,994,996,998,1000,1002,1004,1006,1008,1010,1012,1014,1016,1018,1020,1022,1024,1026,1028,1030,1032,1034,1036,1038,1040,1042,1044,1046,1048,1050,1052,1054,1056,1058,1060,1062,1064,1066,1068,1070,1072,1074,1076,1078,1080,1082,1084,1086,1088,1090,1092,1094,1096,1098,1100,1102,1104,1106,1108,1110,1112,1114,1116,1118,1120,1122,1124,1126,1128,1130,1132,1134,1136,1138,1140,1142,1144,1146,1148,1150,1152,1154,1156,1158,1160,1162,1164,1166,1168,1170,1172,1174,1176,1178,1180,1182,1184,1186,1188,1190,1192,1194,1196,1198,1200,1202,1204,1206,1208,1210,1212,1214,1216,1218,1220,1222,1224,1226,1228,1230,1232,1234,1236,1238,1240,1242,1244,1246,1248,1250,1252,1254,1256,1258,1260,1262,1264,1266,1268,1270,1272,1274,1276,1278,1280,1282,1284,1286,1289,1291,1293,1295,1297,1299,1301,1303,1305,1307,1309,1311,1313,1315,1317,1319,1321,1323,1325,1327,1329,1331,1333,1335,1337,1339,1341,1343,1345,1347,1349,1351,1353,1355,1357,1359,1361,1363,1365,1367,1369,1371,1373,1375,1377,1379,1381,1383,1385,1387,1389,1391,1393,1395,1397,1399,1401,1403,1405,1407,1409,1411,1413,1415,1417,1419,1421,1423,1425,1427,1429,1431,1433,1435,1437,1439,1441,1443,1445,1447,1449,1451,1453,1455,1457,1459,1461,1463,1465,1467,1469,1471,1473,1475,1477,1479,1481,1483,1485,1487,1490,1492,1494,1496,1498,1500,1502,1504,1506,1508,1510,1512,1514,1516,1518,1520,1522,1524,1526,1528,1530,1532,1534,1536,1538,1540,1542,1544,1546,1548,1550,1552,1554,1556,1558,1560,1562,1564,1566,1568,1570,1572,1574,1576,1578,1580,1582,1584,1586,1588,1590,1592,1594,1596,1598,1600,1602,1604,1606,1608,1610,1612,1614,1616,1618,1620,1622,1624,1626,1629,1631,1633,1635,1637,1639,1641,1643,1645,1647,1649,1651,1653,1655,1657,1659,1661,1663,1665,1667,1669,1671,1673,1675,1677,1679,1681,1683,1685,1687,1689,1691,1693,1695,1697,1699,1701,1703,1705,1707,1709,1711,1713,1715,1717,1719,1721,1723,1725,1727,1729,1731,1733,1735,1737,1739,1741,1743,1745,1747,1749,1751,1753,1755,1757,1759,1761,1763,1765,1767,1769,1771,1773,1775,1777,1779,1781,1783,1785,1788,1790,1792,1794,1796,1798,1800,1802,1804,1806,1808,1810,1812,1814,1816,1818,1820,1822,1824,1826,1828,1830,1832,1834,1836,1838,1840,1842,1844,1846,1848,1851,1853,1855,1857,1859,1861,1863,1865,1867,1869,1871,1873,1875,1877,1879,1881,1883,1885,1887,1889,1891,1893,1895,1897,1899,1901,1903,1905,1907,1909,1911,1913,1915,1917,1919,1921,1923,1925,1927,1929,1931,1933,1935,1937,1939,1941,1943,1945,1947,1949,1951,1953,1955,1957,1959,1961,1963,1965,1967,1969,1971,1973,1975,1977,1979,1981,1983,1985,1987,1989,1991,1993,1995,1997,1999,2001,2003,2005,2007,2009,2011,2013,2015,2017,2019,2021,2023,2025,2027,2029,2031,2033,2035,2037,2039,2041,2043,2045,2047,2049,2051,2053,2055,2057,2059,2061,2063,2065,2067,2069,2071,2073,2075,2077,2079,2081,2083,2085,2087,2089,2091,2093,2095,2097,2099,2101,2103,2105,2107,2109,2111,2113,2115,2117,2119,2121,2123,2125,2127,2129,2131,2133,2135,2137,2139,2141,2143,2145,2147,2149,2151,2153,2155,2157,2159,2161,2163,2165,2167,2169,2171,2173,2175,2177,2179,2181,2183,2185,2187,2189,2191,2193,2195,2197,2199,2201,2203,2205,2207,2209,2211,2213,2215,2217,2219,2221,2223,2225,2227,2229,2231,2233,2235,2237,2239,2241,2243,2245,2247,2249,2251,2253,2255,2257,2259,2261,2263,2265,2267,2269,2271,2273,2275,2277,2279,2281,2283,2285,2287,2289,2292,2294,2296,2298,2300,2302,2304,2306,2308,2310,2312,2314,2316,2318,2320,2322,2324,2326,2328,2330,2332,2334,2336,2338,2340,2342,2344,2346,2348,2350,2352,2354,2356,2358,2360,2362,2364,2366,2368,2370,2372,2374,2376,2378,2380,2382,2385,2387,2389,2391,2393,2395,2397,2399,2401,2403,2405,2407,2409,2411,2413,2415,2417,2419,2421,2423,2425,2427,2429,2431,2433,2435,2437,2439,2441,2443,2445,2447,2449,2451,2453,2455,2457,2459,2461,2463,2465,2467,2469,2471,2473,2475,2477,2479,2481,2483,2485,2487,2489,2491,2493,2495,2497,2499,2501,2504,2506,2508,2510,2512,2514,2516,2518,2520,2522,2524,2526,2528,2530,2532,2534,2536,2538,2540,2542,2544,2547,2549,2551,2553,2555,2557,2559,2561,2563,2565,2567,2569,2571,2573,2575,2577,2579,2581,2583,2585,2587,2589,2591,2593,2595,2597,2599,2601,2603,2605,2607,2609,2611,2613,2615,2617,2619,2621,2623,2625,2627,2629,2631,2633,2635,2637,2639,2641,2643,2645,2647,2649,2651,2653,2655,2657,2659,2661,2663,2665,2667,2669,2671,2673,2675,2677,2679,2681,2683,2685,2687,2689,2691,2693,2695,2697,2699,2701,2703,2705,2707,2709,2711,2713,2715,2717,2719,2721,2723,2725,2727,2729,2731,2733,2735,2737,2739,2741,2743,2745,2747,2749,2751,2753,2755,2757,2759,2761,2763,2765,2767,2769,2771,2773,2775,2777,2779,2781,2783,2785,2787,2789,2791,2793,2795,2797,2799,2801,2803,2805,2807,2809,2811,2813,2815,2817,2819,2821,2823,2825,2827,2829,2831,2833,2835,2837,2839,2841,2843,2845,2847,2849,2851,2853,2855,2857,2859,2861,2863,2865,2867,2869,2871,2873,2875,2877,2879,2881,2883,2885,2887,2889,2891,2893,2895,2897,2899,2901,2903,2905,2907,2909,2911,2913,2915,2917,2919,2921,2923,2925,2927,2929,2931,2933,2935,2937,2939,2941,2943,2945,2947,2949,2951,2953,2955,2957,2959,2961,2963,2965,2967,2969,2971,2973,2975,2977,2979,2981,2983,2985,2987,2989,2991,2993,2995,2997,2999,3001,3003,3005,3007,3009,3011,3013,3015,3017,3019,3021,3023,3025,3027,3029,3031,3033,3035,3037,3039,3041,3043,3045,3047,3049,3051,3053,3055,3057,3059,3061,3063,3065,3067,3069,3071,3073,3075,3077,3079,3081,3083,3085,3087,3089,3091,3093,3095,3097,3099,3101,3103,3105,3107,3109,3111,3113,3115,3117,3119,3121,3123,3125,3127,3129,3131,3133,3135,3137,3139,3141,3143,3145,3147,3149,3151,3153,3155,3157,3159,3161,3163,3165,3167,3169,3171,3173,3175,3177,3179,3181,3183,3185,3188,3190,3192,3194,3196,3198,3200,3202,3204,3206,3208,3210,3212,3214,3216,3218,3220,3222,3224,3226,3228,3230,3232,3234,3236,3238,3240,3242,3244,3246,3248,3250,3252,3254,3256,3258,3260,3262,3264,3266,3268,3270,3272,3274,3276,3278,3280,3282,3284,3286,3288,3290,3292,3294,3296,3298,3300,3302,3304,3306,3308,3310,3312,3315,3317,3319,3321,3323,3325,3327,3329,3331,3333,3335,3337,3339,3341,3343,3345,3347,3349,3351,3353,3355,3357,3359,3361,3363,3365,3367,3369,3371,3373,3375,3377,3379,3381,3383,3385,3387,3389,3391,3393,3395,3397,3399,3401,3403,3405,3407,3409,3411,3413,3415,3417,3419,3421,3423,3425,3427,3429,3431,3433,3435,3437,3439,3441,3443,3445,3447,3449,3451,3453,3455,3457,3459,3461,3463,3465,3467,3469,3471,3473,3475,3477,3479,3481,3483,3485,3487,3489,3491,3493,3495,3497,3499,3501,3503,3505,3507,3509,3511,3513,3515,3517,3519,3521,3523,3525,3527,3529,3531,3533,3535,3537,3539,3541,3543,3545,3547,3549,3551,3553,3555,3557,3559,3561,3563,3565,3567,3569,3571,3573,3575,3577,3579,3581,3583,3585,3587,3589,3591,3593,3595,3597,3599,3601,3603,3605,3607,3609,3611,3613,3615,3617,3619,3621,3623,3625,3627,3629,3631,3633,3635,3637,3639,3641,3643,3645,3647,3649,3651,3653,3655,3657,3659,3661,3663,3665,3667,3669,3671,3673,3675,3677,3679,3681,3683,3685,3687,3689,3691,3693,3695,3697,3699,3701,3703,3705,3707,3709,3711,3713,3715,3717,3719,3721,3723,3725,3727,3729,3731,3733,3735,3737,3739,3741,3743,3745,3747,3749,3751,3753,3755,3757,3759,3761,3763,3765,3767,3769,3771,3773,3775,3777,3779,3781,3783,3785,3787,3789,3791,3793,3795,3797,3799,3801,3803,3805,3807,3809,3811,3813,3815,3817,3819,3821,3823,3825,3827,3829,3831,3833,3835,3837,3839,3841,3843,3845,3847,3849,3851,3853,3855,3857,3859,3861,3863,3865,3867,3869,3871,3873,3875,3877,3879,3881,3883,3885,3887,3889,3891,3893,3895,3897,3899,3901,3903,3905,3907,3909,3911,3913,3915,3917,3919,3921,3923,3925,3927,3929,3931,3933,3935,3937,3939,3941,3943,3945,3947,3949,3951,3953,3955,3957,3959,3961,3963,3965,3967,3969,3971,3973,3975,3977,3979,3981,3983,3985,3987,3989,3991,3993,3995,3997,3999,4001,4003,4005,4007,4009,4011,4013,4015,4017,4019,4021,4023,4025,4027,4029,4031,4033,4035,4037,4039,4041,4043,4045,4047,4049,4051,4053,4055,4057,4059,4061,4063,4065,4067,4069,4071,4073,4075,4077,4079,4081,4083,4085,4087,4089,4091,4093,4095,4097,4099,4101,4103,4105,4107,4109,4111,4113,4115,4117,4119,4121,4123,4125,4127,4129,4131,4133,4135,4137,4139,4141,4143,4145,4147,4149,4151,4153,4155,4157,4159,4161,4163,4165,4167,4169,4171,4173,4175,4177,4179,4181,4183,4185,4187,4189,4191,4193,4195,4197,4199,4201,4203,4205,4207,4209,4211,4213,4215,4217,4219,4221,4223,4225,4227,4229,4231,4233,4235,4237,4239,4241,4243,4245,4247,4249,4251,4253,4255,4257,4259,4261,4263,4265,4267,4269,4271,4273,4275,4277,4279,4281,4283,4285,4287,4289,4291,4293,4295,4297,4299,4301,4303,4305,4307,4309,4311,4313,4315,4317,4319,4321,4323,4325,4327,4329,4331,4333,4335,4337,4339,4341,4343,4345,4347,4349,4351,4353,4355,4357,4359,4361,4363,4365,4367,4369,4371,4373,4375,4377,4379,4381,4383,4385,4387,4389,4391,4393,4395,4397,4399,4401,4403,4405,4407,4409,4411,4413,4415,4417,4419,4421,4423,4425,4427,4429,4431,4433,4435,4437,4439,4441,4443,4445,4447,4449,4451,4453,4455,4457,4459,4461,4463,4465,4467,4469,4471,4473,4475,4477,4479,4481,4483,4485,4487,4489,4491,4493,4495,4497,4499,4501,4503,4505,4507,4509,4511,4513,4515,4517,4519,4521,4523,4525,4527,4529,4531,4533,4535,4537,4539,4541,4543,4545,4547,4549,4551,4553,4555,4557,4559,4561,4563,4565,4567,4569,4571,4573,4575,4577,4579,4581,4583,4585,4587,4589,4591,4593,4595,4597,4600,4602,4604,4606,4608,4610,4612,4614,4616,4618,4620,4622,4624,4626,4628,4630,4632,4634,4636,4638,4640,4642,4644,4646,4648,4650,4652,4654,4656,4658,4660,4662,4664,4666,4668,4670,4672,4674,4676,4678,4680,4682,4684,4686,4688,4690,4692,4694,4696,4698,4700,4702,4704,4706,4708,4710,4712,4714,4716,4718,4720,4722,4724,4726,4728,4730,4732,4734,4736,4738,4740,4742,4744,4746,4748,4750,4752,4754,4756,4758,4760,4762,4764,4766,4768,4770,4772,4774,4776,4778,4780,4782,4784,4786,4788,4790,4792,4794,4796,4798,4800,4802,4804,4806,4808,4810,4812,4814,4816,4818,4820,4822,4824,4826,4828,4830,4832,4834,4836,4838,4840,4842,4844,4846,4848,4850,4852,4854,4856,4858,4860,4862,4864,4866,4868,4870,4872,4874,4876,4878,4880,4882,4884,4886,4888,4890,4892,4894,4896,4898,4900,4902,4904,4906,4908,4910,4912,4914,4916,4918,4920,4922,4924,4926,4928,4930,4932,4934,4936,4938,4940,4942,4944,4946,4948,4950,4952,4954,4956,4958,4960,4962,4964,4966,4968,4970,4972,4974,4976,4978,4980,4982,4984,4986,4988,4990,4992,4994,4996,4998,5000,5002,5004,5006,5008,5010,5012,5014,5016,5018,5020,5022,5024,5026,5028,5030,5032,5034,5036,5038,5040,5042,5044,5046,5048,5050,5052,5054,5056,5058,5060,5062,5064,5066,5068,5070,5072,5074,5076,5078,5080,5082,5084,5086,5088,5090,5092,5094,5096,5098,5100,5102,5104,5106,5108,5110,5112,5114,5116,5118,5120,5122,5124,5126,5128,5130,5132,5134,5136,5138,5140,5142,5144,5146,5148,5150,5152,5154,5156,5158,5160,5162,5164,5166,5168,5170,5172,5174,5176,5178,5180,5182,5184,5186,5188,5190,5192,5194,5196,5198,5200,5202,5204,5206,5208,5210,5212,5214,5216,5218,5220,5222,5224,5226,5228,5230,5232,5234,5236,5238,5240,5242,5244,5246,5248,5250,5252,5254,5256,5258,5260,5262,5264,5266,5268,5270,5272,5274,5276,5278,5280,5282,5284,5286,5288,5290,5292,5294,5296,5298,5300,5302,5304,5306,5308,5310,5312,5314,5316,5318,5320,5322,5324,5326,5328,5330,5332,5334,5336,5338,5340,5342,5344,5346,5348,5350,5352,5354,5356,5358,5360,5362,5364,5366,5368,5370,5372,5374,5376,5378,5380,5382,5384,5386,5388,5390,5392,5394,5396,5398,5400,5402,5404,5406,5408,5410,5412,5414,5416,5418,5420,5422,5424,5426,5428,5430,5432,5434,5436,5438,5440,5442,5444,5446,5448,5450,5452,5454,5457,5459,5461,5463,5465,5467,5469,5471,5473,5475,5477,5479,5481,5483,5485,5487,5489,5491,5493,5495,5497,5499,5501,5503,5505,5507,5509,5511,5513,5515,5517,5519,5521,5523,5525,5527,5529,5531,5533,5535,5537,5539,5541,5543,5545,5547,5549,5551,5553,5555,5557,5559,5561,5563,5565,5567,5569,5571,5573,5575,5577,5579,5581,5583,5585,5587,5589,5591,5593,5595,5597,5599,5601,5603,5605,5607,5609,5611,5613,5615,5617,5619,5621,5623,5625,5627,5629,5631,5633,5635,5637,5639,5641,5643,5645,5647,5649,5651,5653,5655,5657,5660,5662,5664,5666,5668,5670,5672,5674,5676,5678,5680,5682,5684,5686,5688,5690,5692,5694,5696,5698,5700,5702,5704,5706,5708,5710,5712,5714,5716,5718,5720,5722,5724,5726,5728,5730,5732,5734,5736,5738,5740,5742,5744,5746,5748,5750,5752,5754,5756,5758,5760,5762,5764,5766,5768,5770,5772,5774,5776,5778,5780,5782,5784,5786,5788,5790,5792,5794,5796,5798,5800,5802,5804,5806,5808,5810,5812,5814,5816,5818,5820,5822,5824,5826,5828,5830,5832,5834,5836,5838,5840,5842,5844,5846,5848,5850,5852,5854,5856,5858,5860,5862,5864,5866,5868,5870,5872,5874,5876,5878,5880,5882,5884,5886,5888,5890,5892,5894,5896,5898,5900,5902,5904,5906,5908,5910,5912,5914,5916,5918,5920,5922,5924,5926,5928,5930,5932,5934,5936,5938,5940,5942,5944,5946,5948,5950,5952,5954,5956,5958,5960,5962,5964,5966,5968,5970,5972,5974,5976,5978,5980,5982,5984,5986,5988,5990,5992,5994,5996,5998,6000,6002,6004,6006,6008,6010,6012,6014,6016,6018,6020,6022,6024,6026,6028,6030,6032,6034,6036,6038,6040,6042,6044,6046,6048,6050,6052,6054,6056,6058,6060,6062,6064,6066,6068,6070,6072,6074,6076,6078,6080,6082,6084,6086,6088,6090,6092,6094,6096,6098,6100,6102,6104,6106,6108,6110,6112,6114,6116,6118,6120,6122,6124,6126,6128,6130,6132,6134,6136,6138,6140,6142,6144,6146,6148,6150,6152,6154,6156,6158,6160,6162,6164,6166,6168,6170,6172,6174,6176,6178,6180,6182,6184,6186,6188,6190,6192,6194,6196,6198,6200,6202,6204,6206,6208,6210,6212,6214,6216,6218,6220,6222,6224,6226,6228,6230,6232,6234,6236,6238,6240,6242,6244,6246,6248,6250,6252,6254,6256,6258,6260,6262,6264,6266,6268,6270,6272,6274,6276,6278,6280,6282,6284,6286,6288,6290,6292,6294,6296,6298,6300,6302,6304,6306,6308,6310,6312,6314,6316,6318,6320,6322,6324,6326,6328,6330,6332,6334,6336,6338,6340,6342,6344,6346,6348,6350,6352,6354,6356,6358,6360,6362,6364,6366,6368,6370,6372,6374,6376,6378,6380,6382,6384,6386,6388,6390,6392,6394,6396,6398,6400,6402,6404,6406,6408,6410,6412,6414,6416,6418,6420,6422,6424,6426,6428,6430,6432,6434,6436,6438,6440,6442,6444,6446,6448,6450,6452,6454,6456,6458,6460,6462,6464,6466,6468,6470,6472,6474,6476,6478,6480,6482,6484,6486,6488,6490,6492,6494,6496,6498,6500,6502,6504,6506,6508,6510,6512,6514,6516,6518,6520,6522,6524,6526,6528,6530,6532,6534,6536,6538,6540,6542,6544,6546,6548,6550,6552,6554,6556,6558,6560,6562,6564,6566,6568,6570,6572,6574,6576,6578,6580,6582,6584,6586,6588,6590,6592,6594,6596,6598,6600,6602,6604,6606,6608,6610,6612,6614,6616,6618,6620,6622,6624,6626,6628,6630,6632,6634,6636,6638,6640,6642,6644,6646,6648,6650,6652,6654,6656,6658,6660,6662,6664,6666,6668,6670,6672,6674,6676,6678,6680,6682,6684,6686,6688,6690,6692,6694,6696,6698,6700,6702,6704,6706,6708,6710,6712,6714,6716,6718,6720,6722,6724,6726,6728,6730,6732,6734,6736,6738,6740,6742,6744,6746,6748,6750,6752,6754,6756,6758,6760,6762,6764,6766,6768,6770,6772,6774,6776,6778,6780,6782,6784,6786,6788,6790,6792,6794,6796,6798,6800,6802,6804,6806,6808,6810,6812,6814,6816,6818,6820,6822,6824,6826,6828,6830,6832,6834,6836,6838,6840,6842,6844,6846,6848,6850,6852,6854,6856,6858,6860,6862,6864,6866,6868,6870,6872,6874,6876,6878,6880,6882,6884,6886,6888,6890,6892,6894,6896,6898,6900,6902,6904,6906,6908,6910,6912,6914,6916,6918,6920,6922,6924,6926,6928,6930,6932,6934,6936,6938,6940,6942,6944,6946,6948,6950,6952,6954,6956,6958,6960,6962,6964,6966,6968,6970,6972,6974,6976,6978,6980,6982,6984,6986,6988,6990,6992,6994,6996,6998,7000,7002,7004,7006,7008,7010,7012,7014,7016,7018,7020,7022,7024,7026,7028,7030,7032,7034,7036,7038,7040,7042,7044,7046,7048,7050,7052,7054,7056,7058,7060,7062,7064],{"categories":164},[121],{"categories":166},[167],"Developer Productivity",{"categories":169},[121],{"categories":171},[172],"Business & SaaS",{"categories":174},[121],{"categories":176},[177],"AI Automation",{"categories":179},[180],"Product Strategy",{"categories":182},[177],{"categories":184},[121],{"categories":186},[167],{"categories":188},[177],{"categories":190},[191],"Software Engineering",{"categories":193},[121],{"categories":195},[172],{"categories":197},[],{"categories":199},[121],{"categories":201},[202],"Inference & Serving",{"categories":204},[121],{"categories":206},[121],{"categories":208},[177],{"categories":210},[],{"categories":212},[213],"AI News & Trends",{"categories":215},[216],"Data Science & Visualization",{"categories":218},[177],{"categories":220},[121],{"categories":222},[121],{"categories":224},[172],{"categories":226},[167],{"categories":228},[121],{"categories":230},[177],{"categories":232},[213],{"categories":234},[121],{"categories":236},[177],{"categories":238},[177],{"categories":240},[121],{"categories":242},[121],{"categories":244},[177],{"categories":246},[121],{"categories":248},[121],{"categories":250},[121],{"categories":252},[177],{"categories":254},[213],{"categories":256},[121],{"categories":258},[121],{"categories":260},[121],{"categories":262},[],{"categories":264},[265],"Design & Frontend",{"categories":267},[216],{"categories":269},[213],{"categories":271},[121],{"categories":273},[121],{"categories":275},[121],{"categories":277},[],{"categories":279},[121],{"categories":281},[121],{"categories":283},[177],{"categories":285},[191],{"categories":287},[121],{"categories":289},[177],{"categories":291},[121],{"categories":293},[294],"Marketing & Growth",{"categories":296},[265],{"categories":298},[121],{"categories":300},[177],{"categories":302},[121],{"categories":304},[121],{"categories":306},[191],{"categories":308},[121],{"categories":310},[],{"categories":312},[],{"categories":314},[265],{"categories":316},[121],{"categories":318},[177],{"categories":320},[167],{"categories":322},[191],{"categories":324},[177],{"categories":326},[265],{"categories":328},[180],{"categories":330},[121],{"categories":332},[191],{"categories":334},[335],"DevOps & Cloud",{"categories":337},[177],{"categories":339},[180],{"categories":341},[213],{"categories":343},[121],{"categories":345},[],{"categories":347},[121],{"categories":349},[121],{"categories":351},[],{"categories":353},[177],{"categories":355},[191],{"categories":357},[],{"categories":359},[191],{"categories":361},[121],{"categories":363},[364],"Governance & Standards",{"categories":366},[172],{"categories":368},[],{"categories":370},[],{"categories":372},[121],{"categories":374},[121],{"categories":376},[177],{"categories":378},[121],{"categories":380},[121],{"categories":382},[177],{"categories":384},[121],{"categories":386},[121],{"categories":388},[121],{"categories":390},[],{"categories":392},[191],{"categories":394},[],{"categories":396},[],{"categories":398},[121],{"categories":400},[191],{"categories":402},[],{"categories":404},[191],{"categories":406},[121],{"categories":408},[121],{"categories":410},[294],{"categories":412},[121],{"categories":414},[121],{"categories":416},[121],{"categories":418},[265],{"categories":420},[265],{"categories":422},[121],{"categories":424},[191],{"categories":426},[177],{"categories":428},[429],"GovTech & Public-Sector Adoption",{"categories":431},[191],{"categories":433},[121],{"categories":435},[121],{"categories":437},[121],{"categories":439},[177],{"categories":441},[177],{"categories":443},[216],{"categories":445},[121],{"categories":447},[213],{"categories":449},[177],{"categories":451},[452],"Legal AI Tools",{"categories":454},[121],{"categories":456},[177],{"categories":458},[121],{"categories":460},[294],{"categories":462},[177],{"categories":464},[180],{"categories":466},[121],{"categories":468},[191],{"categories":470},[429],{"categories":472},[],{"categories":474},[177],{"categories":476},[],{"categories":478},[172],{"categories":480},[177],{"categories":482},[177],{"categories":484},[485],"RAG & Retrieval",{"categories":487},[172],{"categories":489},[121],{"categories":491},[191],{"categories":493},[191],{"categories":495},[335],{"categories":497},[265],{"categories":499},[177],{"categories":501},[121],{"categories":503},[121],{"categories":505},[],{"categories":507},[508],"Agents & Orchestration",{"categories":510},[191],{"categories":512},[121],{"categories":514},[],{"categories":516},[177],{"categories":518},[172],{"categories":520},[],{"categories":522},[121],{"categories":524},[],{"categories":526},[121],{"categories":528},[167],{"categories":530},[191],{"categories":532},[172],{"categories":534},[121],{"categories":536},[177],{"categories":538},[121],{"categories":540},[213],{"categories":542},[121],{"categories":544},[],{"categories":546},[121],{"categories":548},[],{"categories":550},[121],{"categories":552},[191],{"categories":554},[121],{"categories":556},[177],{"categories":558},[216],{"categories":560},[],{"categories":562},[121],{"categories":564},[265],{"categories":566},[567],"Models & Frontier Labs",{"categories":569},[],{"categories":571},[265],{"categories":573},[574],"Regulation & Governance of AI",{"categories":576},[180],{"categories":578},[177],{"categories":580},[],{"categories":582},[121],{"categories":584},[121],{"categories":586},[177],{"categories":588},[177],{"categories":590},[213],{"categories":592},[121],{"categories":594},[172],{"categories":596},[121],{"categories":598},[177],{"categories":600},[],{"categories":602},[191],{"categories":604},[177],{"categories":606},[121],{"categories":608},[180],{"categories":610},[121],{"categories":612},[613],"AI Policy & Regulation",{"categories":615},[],{"categories":617},[121],{"categories":619},[177],{"categories":621},[180],{"categories":623},[177],{"categories":625},[121],{"categories":627},[121],{"categories":629},[121],{"categories":631},[177],{"categories":633},[],{"categories":635},[216],{"categories":637},[638],"Evals & Reliability",{"categories":640},[121],{"categories":642},[121],{"categories":644},[],{"categories":646},[167],{"categories":648},[429],{"categories":650},[613],{"categories":652},[121],{"categories":654},[172],{"categories":656},[121],{"categories":658},[177],{"categories":660},[121],{"categories":662},[177],{"categories":664},[508],{"categories":666},[121],{"categories":668},[191],{"categories":670},[121],{"categories":672},[],{"categories":674},[265],{"categories":676},[],{"categories":678},[121],{"categories":680},[429],{"categories":682},[121],{"categories":684},[121],{"categories":686},[121],{"categories":688},[],{"categories":690},[121],{"categories":692},[265],{"categories":694},[191],{"categories":696},[],{"categories":698},[121],{"categories":700},[],{"categories":702},[177],{"categories":704},[121],{"categories":706},[265],{"categories":708},[],{"categories":710},[121],{"categories":712},[121],{"categories":714},[216],{"categories":716},[177],{"categories":718},[121],{"categories":720},[172],{"categories":722},[177],{"categories":724},[121],{"categories":726},[121],{"categories":728},[191],{"categories":730},[265],{"categories":732},[121],{"categories":734},[177],{"categories":736},[],{"categories":738},[191],{"categories":740},[177],{"categories":742},[216],{"categories":744},[],{"categories":746},[121],{"categories":748},[213],{"categories":750},[121],{"categories":752},[],{"categories":754},[121],{"categories":756},[121],{"categories":758},[121],{"categories":760},[172,294],{"categories":762},[],{"categories":764},[191],{"categories":766},[121],{"categories":768},[121],{"categories":770},[177],{"categories":772},[121],{"categories":774},[],{"categories":776},[],{"categories":778},[121],{"categories":780},[265],{"categories":782},[121],{"categories":784},[],{"categories":786},[121],{"categories":788},[335],{"categories":790},[],{"categories":792},[177],{"categories":794},[213],{"categories":796},[121],{"categories":798},[121],{"categories":800},[265],{"categories":802},[],{"categories":804},[213],{"categories":806},[121],{"categories":808},[202],{"categories":810},[121],{"categories":812},[121],{"categories":814},[177],{"categories":816},[213],{"categories":818},[567],{"categories":820},[121],{"categories":822},[294],{"categories":824},[],{"categories":826},[177],{"categories":828},[172],{"categories":830},[191],{"categories":832},[121],{"categories":834},[177],{"categories":836},[],{"categories":838},[121,335],{"categories":840},[121],{"categories":842},[121],{"categories":844},[121],{"categories":846},[177],{"categories":848},[121,191],{"categories":850},[216],{"categories":852},[121],{"categories":854},[121],{"categories":856},[121],{"categories":858},[191],{"categories":860},[121],{"categories":862},[177],{"categories":864},[177],{"categories":866},[613],{"categories":868},[294],{"categories":870},[121],{"categories":872},[177],{"categories":874},[121],{"categories":876},[121],{"categories":878},[177],{"categories":880},[],{"categories":882},[177],{"categories":884},[121],{"categories":886},[121],{"categories":888},[177],{"categories":890},[121],{"categories":892},[121,172],{"categories":894},[121],{"categories":896},[172],{"categories":898},[],{"categories":900},[265],{"categories":902},[265],{"categories":904},[121],{"categories":906},[],{"categories":908},[],{"categories":910},[121],{"categories":912},[213],{"categories":914},[],{"categories":916},[167],{"categories":918},[121],{"categories":920},[191],{"categories":922},[121],{"categories":924},[925],"Generative UI & Design-to-Code",{"categories":927},[121],{"categories":929},[121],{"categories":931},[265],{"categories":933},[121],{"categories":935},[936],"Algorithmic Accountability",{"categories":938},[177],{"categories":940},[191],{"categories":942},[213],{"categories":944},[265],{"categories":946},[121],{"categories":948},[],{"categories":950},[180],{"categories":952},[121],{"categories":954},[121],{"categories":956},[121],{"categories":958},[121],{"categories":960},[177],{"categories":962},[963],"MLOps & Infrastructure",{"categories":965},[121],{"categories":967},[121],{"categories":969},[121],{"categories":971},[121],{"categories":973},[121],{"categories":975},[191],{"categories":977},[213],{"categories":979},[121],{"categories":981},[180],{"categories":983},[167],{"categories":985},[121],{"categories":987},[177],{"categories":989},[335],{"categories":991},[121],{"categories":993},[172],{"categories":995},[121],{"categories":997},[265],{"categories":999},[121],{"categories":1001},[121],{"categories":1003},[177],{"categories":1005},[],{"categories":1007},[],{"categories":1009},[121],{"categories":1011},[202],{"categories":1013},[265],{"categories":1015},[213],{"categories":1017},[216],{"categories":1019},[],{"categories":1021},[121],{"categories":1023},[121],{"categories":1025},[172],{"categories":1027},[177],{"categories":1029},[121],{"categories":1031},[121],{"categories":1033},[121],{"categories":1035},[121],{"categories":1037},[213],{"categories":1039},[202],{"categories":1041},[121],{"categories":1043},[265],{"categories":1045},[121],{"categories":1047},[],{"categories":1049},[177],{"categories":1051},[191],{"categories":1053},[],{"categories":1055},[121],{"categories":1057},[121],{"categories":1059},[177],{"categories":1061},[191],{"categories":1063},[121],{"categories":1065},[216],{"categories":1067},[265],{"categories":1069},[],{"categories":1071},[121],{"categories":1073},[],{"categories":1075},[121],{"categories":1077},[],{"categories":1079},[121],{"categories":1081},[121],{"categories":1083},[180],{"categories":1085},[172],{"categories":1087},[177],{"categories":1089},[177],{"categories":1091},[],{"categories":1093},[121],{"categories":1095},[167],{"categories":1097},[121],{"categories":1099},[121],{"categories":1101},[172],{"categories":1103},[213],{"categories":1105},[167],{"categories":1107},[],{"categories":1109},[121],{"categories":1111},[],{"categories":1113},[121],{"categories":1115},[],{"categories":1117},[213],{"categories":1119},[213],{"categories":1121},[],{"categories":1123},[508],{"categories":1125},[121],{"categories":1127},[265],{"categories":1129},[191],{"categories":1131},[],{"categories":1133},[452],{"categories":1135},[177],{"categories":1137},[172],{"categories":1139},[],{"categories":1141},[],{"categories":1143},[167],{"categories":1145},[216],{"categories":1147},[],{"categories":1149},[294],{"categories":1151},[177],{"categories":1153},[172],{"categories":1155},[177],{"categories":1157},[121],{"categories":1159},[172],{"categories":1161},[121],{"categories":1163},[191],{"categories":1165},[],{"categories":1167},[202],{"categories":1169},[180],{"categories":1171},[121],{"categories":1173},[265],{"categories":1175},[191],{"categories":1177},[172],{"categories":1179},[121],{"categories":1181},[191],{"categories":1183},[121],{"categories":1185},[177],{"categories":1187},[172],{"categories":1189},[121],{"categories":1191},[121],{"categories":1193},[121],{"categories":1195},[121],{"categories":1197},[121],{"categories":1199},[],{"categories":1201},[],{"categories":1203},[191],{"categories":1205},[216],{"categories":1207},[180],{"categories":1209},[121],{"categories":1211},[177],{"categories":1213},[191],{"categories":1215},[191],{"categories":1217},[121],{"categories":1219},[],{"categories":1221},[213],{"categories":1223},[180],{"categories":1225},[180],{"categories":1227},[191],{"categories":1229},[121],{"categories":1231},[638],{"categories":1233},[335],{"categories":1235},[],{"categories":1237},[177],{"categories":1239},[121],{"categories":1241},[],{"categories":1243},[167],{"categories":1245},[],{"categories":1247},[121],{"categories":1249},[121],{"categories":1251},[121],{"categories":1253},[265],{"categories":1255},[294],{"categories":1257},[121],{"categories":1259},[191],{"categories":1261},[121],{"categories":1263},[177],{"categories":1265},[],{"categories":1267},[191],{"categories":1269},[121],{"categories":1271},[167],{"categories":1273},[],{"categories":1275},[172],{"categories":1277},[121],{"categories":1279},[121],{"categories":1281},[213],{"categories":1283},[121,335],{"categories":1285},[121],{"categories":1287},[1288],"Design Systems for AI",{"categories":1290},[121],{"categories":1292},[121],{"categories":1294},[213],{"categories":1296},[121],{"categories":1298},[121],{"categories":1300},[121],{"categories":1302},[172],{"categories":1304},[121],{"categories":1306},[121],{"categories":1308},[121],{"categories":1310},[],{"categories":1312},[121],{"categories":1314},[121],{"categories":1316},[172],{"categories":1318},[121],{"categories":1320},[],{"categories":1322},[177],{"categories":1324},[177],{"categories":1326},[191],{"categories":1328},[213],{"categories":1330},[191],{"categories":1332},[121],{"categories":1334},[265],{"categories":1336},[213],{"categories":1338},[216],{"categories":1340},[121],{"categories":1342},[121],{"categories":1344},[177],{"categories":1346},[167],{"categories":1348},[613],{"categories":1350},[121],{"categories":1352},[177],{"categories":1354},[121],{"categories":1356},[191],{"categories":1358},[191],{"categories":1360},[],{"categories":1362},[],{"categories":1364},[121],{"categories":1366},[177],{"categories":1368},[180],{"categories":1370},[],{"categories":1372},[172],{"categories":1374},[121],{"categories":1376},[],{"categories":1378},[265],{"categories":1380},[191],{"categories":1382},[177],{"categories":1384},[191],{"categories":1386},[265],{"categories":1388},[121],{"categories":1390},[121],{"categories":1392},[265],{"categories":1394},[],{"categories":1396},[],{"categories":1398},[213],{"categories":1400},[177],{"categories":1402},[177],{"categories":1404},[121],{"categories":1406},[121],{"categories":1408},[121],{"categories":1410},[121],{"categories":1412},[172],{"categories":1414},[121],{"categories":1416},[121],{"categories":1418},[],{"categories":1420},[191],{"categories":1422},[191],{"categories":1424},[121],{"categories":1426},[191],{"categories":1428},[172],{"categories":1430},[],{"categories":1432},[121],{"categories":1434},[121],{"categories":1436},[121],{"categories":1438},[121],{"categories":1440},[121],{"categories":1442},[177],{"categories":1444},[167],{"categories":1446},[172],{"categories":1448},[121],{"categories":1450},[177],{"categories":1452},[213],{"categories":1454},[177],{"categories":1456},[202],{"categories":1458},[294],{"categories":1460},[121],{"categories":1462},[177],{"categories":1464},[121],{"categories":1466},[121],{"categories":1468},[121],{"categories":1470},[],{"categories":1472},[265],{"categories":1474},[],{"categories":1476},[121],{"categories":1478},[121],{"categories":1480},[],{"categories":1482},[121],{"categories":1484},[191],{"categories":1486},[172],{"categories":1488},[1489],"Visual & Generative Media",{"categories":1491},[177],{"categories":1493},[],{"categories":1495},[121],{"categories":1497},[121],{"categories":1499},[191],{"categories":1501},[335],{"categories":1503},[121],{"categories":1505},[216],{"categories":1507},[613],{"categories":1509},[191],{"categories":1511},[294],{"categories":1513},[121],{"categories":1515},[265],{"categories":1517},[121],{"categories":1519},[121],{"categories":1521},[191],{"categories":1523},[177],{"categories":1525},[121],{"categories":1527},[],{"categories":1529},[],{"categories":1531},[177],{"categories":1533},[191],{"categories":1535},[167],{"categories":1537},[177],{"categories":1539},[567],{"categories":1541},[121],{"categories":1543},[180],{"categories":1545},[121],{"categories":1547},[172],{"categories":1549},[],{"categories":1551},[121],{"categories":1553},[180],{"categories":1555},[121],{"categories":1557},[121],{"categories":1559},[121],{"categories":1561},[180],{"categories":1563},[121],{"categories":1565},[121],{"categories":1567},[294],{"categories":1569},[121],{"categories":1571},[508],{"categories":1573},[121],{"categories":1575},[177],{"categories":1577},[121],{"categories":1579},[121],{"categories":1581},[121],{"categories":1583},[121],{"categories":1585},[265],{"categories":1587},[177],{"categories":1589},[],{"categories":1591},[177],{"categories":1593},[],{"categories":1595},[335],{"categories":1597},[191],{"categories":1599},[],{"categories":1601},[567],{"categories":1603},[121],{"categories":1605},[177],{"categories":1607},[177],{"categories":1609},[121],{"categories":1611},[265,121],{"categories":1613},[167],{"categories":1615},[121],{"categories":1617},[265],{"categories":1619},[],{"categories":1621},[121],{"categories":1623},[167],{"categories":1625},[121],{"categories":1627},[1628],"Medical Imaging & Radiology",{"categories":1630},[121],{"categories":1632},[121],{"categories":1634},[121],{"categories":1636},[265],{"categories":1638},[177],{"categories":1640},[191],{"categories":1642},[],{"categories":1644},[121],{"categories":1646},[121],{"categories":1648},[121],{"categories":1650},[],{"categories":1652},[],{"categories":1654},[121],{"categories":1656},[121],{"categories":1658},[508],{"categories":1660},[121],{"categories":1662},[167],{"categories":1664},[121],{"categories":1666},[121],{"categories":1668},[],{"categories":1670},[177],{"categories":1672},[121],{"categories":1674},[180],{"categories":1676},[191],{"categories":1678},[121],{"categories":1680},[177],{"categories":1682},[508],{"categories":1684},[121],{"categories":1686},[177],{"categories":1688},[121],{"categories":1690},[121],{"categories":1692},[121],{"categories":1694},[265],{"categories":1696},[177],{"categories":1698},[335],{"categories":1700},[265],{"categories":1702},[172],{"categories":1704},[177],{"categories":1706},[213],{"categories":1708},[121],{"categories":1710},[121],{"categories":1712},[180],{"categories":1714},[121],{"categories":1716},[121],{"categories":1718},[121],{"categories":1720},[121],{"categories":1722},[177],{"categories":1724},[121],{"categories":1726},[191],{"categories":1728},[191],{"categories":1730},[121],{"categories":1732},[180],{"categories":1734},[],{"categories":1736},[213],{"categories":1738},[],{"categories":1740},[180],{"categories":1742},[177],{"categories":1744},[121],{"categories":1746},[177],{"categories":1748},[1288],{"categories":1750},[1288],{"categories":1752},[265],{"categories":1754},[121],{"categories":1756},[121],{"categories":1758},[121],{"categories":1760},[177],{"categories":1762},[191],{"categories":1764},[265],{"categories":1766},[177],{"categories":1768},[213],{"categories":1770},[],{"categories":1772},[121],{"categories":1774},[],{"categories":1776},[121],{"categories":1778},[121],{"categories":1780},[121],{"categories":1782},[121],{"categories":1784},[177],{"categories":1786},[1787],"Contract Review & E-Discovery",{"categories":1789},[121],{"categories":1791},[265],{"categories":1793},[121],{"categories":1795},[167],{"categories":1797},[121],{"categories":1799},[213],{"categories":1801},[121],{"categories":1803},[121],{"categories":1805},[294],{"categories":1807},[191],{"categories":1809},[121],{"categories":1811},[121],{"categories":1813},[177],{"categories":1815},[177],{"categories":1817},[936],{"categories":1819},[121],{"categories":1821},[121],{"categories":1823},[177],{"categories":1825},[177],{"categories":1827},[121],{"categories":1829},[121],{"categories":1831},[121],{"categories":1833},[177],{"categories":1835},[121],{"categories":1837},[121],{"categories":1839},[508],{"categories":1841},[485],{"categories":1843},[121],{"categories":1845},[177],{"categories":1847},[121],{"categories":1849},[1850],"Law-Firm Practice & Adoption",{"categories":1852},[121],{"categories":1854},[177],{"categories":1856},[265],{"categories":1858},[121],{"categories":1860},[121],{"categories":1862},[121],{"categories":1864},[],{"categories":1866},[],{"categories":1868},[191],{"categories":1870},[121],{"categories":1872},[],{"categories":1874},[177],{"categories":1876},[167],{"categories":1878},[335],{"categories":1880},[121],{"categories":1882},[],{"categories":1884},[167],{"categories":1886},[172],{"categories":1888},[121],{"categories":1890},[294],{"categories":1892},[],{"categories":1894},[172],{"categories":1896},[177],{"categories":1898},[172],{"categories":1900},[],{"categories":1902},[121],{"categories":1904},[180],{"categories":1906},[121],{"categories":1908},[191],{"categories":1910},[],{"categories":1912},[],{"categories":1914},[],{"categories":1916},[],{"categories":1918},[121],{"categories":1920},[180],{"categories":1922},[177],{"categories":1924},[335],{"categories":1926},[121],{"categories":1928},[167],{"categories":1930},[191],{"categories":1932},[121],{"categories":1934},[121],{"categories":1936},[191],{"categories":1938},[180],{"categories":1940},[121],{"categories":1942},[121],{"categories":1944},[121],{"categories":1946},[963],{"categories":1948},[121],{"categories":1950},[191],{"categories":1952},[121],{"categories":1954},[294],{"categories":1956},[191],{"categories":1958},[172],{"categories":1960},[121],{"categories":1962},[121],{"categories":1964},[121],{"categories":1966},[265],{"categories":1968},[121],{"categories":1970},[121],{"categories":1972},[121],{"categories":1974},[121],{"categories":1976},[172],{"categories":1978},[177],{"categories":1980},[121,167],{"categories":1982},[508],{"categories":1984},[121],{"categories":1986},[121],{"categories":1988},[191],{"categories":1990},[191],{"categories":1992},[265],{"categories":1994},[177],{"categories":1996},[177],{"categories":1998},[191],{"categories":2000},[121],{"categories":2002},[121],{"categories":2004},[121],{"categories":2006},[],{"categories":2008},[],{"categories":2010},[121],{"categories":2012},[216],{"categories":2014},[121],{"categories":2016},[177],{"categories":2018},[],{"categories":2020},[121],{"categories":2022},[121],{"categories":2024},[191],{"categories":2026},[216],{"categories":2028},[213],{"categories":2030},[265],{"categories":2032},[121],{"categories":2034},[177],{"categories":2036},[121],{"categories":2038},[191],{"categories":2040},[],{"categories":2042},[177],{"categories":2044},[121],{"categories":2046},[121],{"categories":2048},[121],{"categories":2050},[121],{"categories":2052},[],{"categories":2054},[177],{"categories":2056},[121],{"categories":2058},[121],{"categories":2060},[121],{"categories":2062},[],{"categories":2064},[177],{"categories":2066},[121],{"categories":2068},[121],{"categories":2070},[172],{"categories":2072},[121],{"categories":2074},[121],{"categories":2076},[],{"categories":2078},[167],{"categories":2080},[121],{"categories":2082},[121],{"categories":2084},[121],{"categories":2086},[265],{"categories":2088},[121],{"categories":2090},[191],{"categories":2092},[121],{"categories":2094},[167],{"categories":2096},[121],{"categories":2098},[191],{"categories":2100},[294],{"categories":2102},[177],{"categories":2104},[177],{"categories":2106},[121],{"categories":2108},[121],{"categories":2110},[121,265],{"categories":2112},[121],{"categories":2114},[177],{"categories":2116},[213],{"categories":2118},[121],{"categories":2120},[213],{"categories":2122},[177],{"categories":2124},[265],{"categories":2126},[121],{"categories":2128},[],{"categories":2130},[191],{"categories":2132},[335],{"categories":2134},[265],{"categories":2136},[191],{"categories":2138},[121],{"categories":2140},[180],{"categories":2142},[121],{"categories":2144},[121],{"categories":2146},[177],{"categories":2148},[],{"categories":2150},[],{"categories":2152},[121],{"categories":2154},[],{"categories":2156},[],{"categories":2158},[180],{"categories":2160},[191],{"categories":2162},[121],{"categories":2164},[177],{"categories":2166},[177],{"categories":2168},[172],{"categories":2170},[177],{"categories":2172},[335],{"categories":2174},[121],{"categories":2176},[121],{"categories":2178},[121],{"categories":2180},[202],{"categories":2182},[121],{"categories":2184},[121],{"categories":2186},[121],{"categories":2188},[191],{"categories":2190},[177],{"categories":2192},[121],{"categories":2194},[121],{"categories":2196},[191],{"categories":2198},[452],{"categories":2200},[177],{"categories":2202},[936],{"categories":2204},[],{"categories":2206},[265],{"categories":2208},[1850],{"categories":2210},[191],{"categories":2212},[],{"categories":2214},[],{"categories":2216},[121],{"categories":2218},[177],{"categories":2220},[],{"categories":2222},[],{"categories":2224},[121],{"categories":2226},[294],{"categories":2228},[121],{"categories":2230},[294],{"categories":2232},[177],{"categories":2234},[121],{"categories":2236},[121],{"categories":2238},[191],{"categories":2240},[180],{"categories":2242},[],{"categories":2244},[121],{"categories":2246},[121],{"categories":2248},[191],{"categories":2250},[1787],{"categories":2252},[265],{"categories":2254},[265],{"categories":2256},[121],{"categories":2258},[177],{"categories":2260},[167],{"categories":2262},[121],{"categories":2264},[121],{"categories":2266},[121],{"categories":2268},[121],{"categories":2270},[265],{"categories":2272},[265],{"categories":2274},[177],{"categories":2276},[177],{"categories":2278},[177],{"categories":2280},[121],{"categories":2282},[121],{"categories":2284},[],{"categories":2286},[121],{"categories":2288},[],{"categories":2290},[2291],"Interaction & Product Design",{"categories":2293},[121],{"categories":2295},[177],{"categories":2297},[191],{"categories":2299},[364],{"categories":2301},[213],{"categories":2303},[191],{"categories":2305},[121],{"categories":2307},[121],{"categories":2309},[121],{"categories":2311},[191],{"categories":2313},[121],{"categories":2315},[167],{"categories":2317},[177],{"categories":2319},[121],{"categories":2321},[],{"categories":2323},[177],{"categories":2325},[177],{"categories":2327},[177],{"categories":2329},[],{"categories":2331},[191],{"categories":2333},[121],{"categories":2335},[177],{"categories":2337},[167],{"categories":2339},[2291],{"categories":2341},[121],{"categories":2343},[167],{"categories":2345},[167],{"categories":2347},[],{"categories":2349},[177],{"categories":2351},[191],{"categories":2353},[],{"categories":2355},[177],{"categories":2357},[213],{"categories":2359},[121],{"categories":2361},[177],{"categories":2363},[121],{"categories":2365},[177],{"categories":2367},[177],{"categories":2369},[121],{"categories":2371},[121],{"categories":2373},[213],{"categories":2375},[216],{"categories":2377},[121],{"categories":2379},[180],{"categories":2381},[191],{"categories":2383},[2384],"Coding Agents & Dev Productivity",{"categories":2386},[213],{"categories":2388},[265],{"categories":2390},[121],{"categories":2392},[121],{"categories":2394},[],{"categories":2396},[121],{"categories":2398},[936],{"categories":2400},[],{"categories":2402},[121],{"categories":2404},[121],{"categories":2406},[335],{"categories":2408},[121],{"categories":2410},[213],{"categories":2412},[],{"categories":2414},[],{"categories":2416},[121],{"categories":2418},[],{"categories":2420},[177],{"categories":2422},[121],{"categories":2424},[],{"categories":2426},[191],{"categories":2428},[191],{"categories":2430},[121],{"categories":2432},[216],{"categories":2434},[],{"categories":2436},[121],{"categories":2438},[121],{"categories":2440},[121],{"categories":2442},[216],{"categories":2444},[191],{"categories":2446},[177],{"categories":2448},[],{"categories":2450},[],{"categories":2452},[121],{"categories":2454},[121],{"categories":2456},[177],{"categories":2458},[177],{"categories":2460},[429],{"categories":2462},[191],{"categories":2464},[191],{"categories":2466},[177],{"categories":2468},[213],{"categories":2470},[213],{"categories":2472},[177],{"categories":2474},[177],{"categories":2476},[121],{"categories":2478},[167],{"categories":2480},[2291],{"categories":2482},[180],{"categories":2484},[121,335],{"categories":2486},[216],{"categories":2488},[],{"categories":2490},[265],{"categories":2492},[177],{"categories":2494},[191],{"categories":2496},[167],{"categories":2498},[121],{"categories":2500},[177],{"categories":2502},[2503],"The Designer's Role & Craft",{"categories":2505},[265],{"categories":2507},[],{"categories":2509},[177],{"categories":2511},[121],{"categories":2513},[177],{"categories":2515},[177],{"categories":2517},[121],{"categories":2519},[294],{"categories":2521},[121],{"categories":2523},[191],{"categories":2525},[121],{"categories":2527},[265],{"categories":2529},[121],{"categories":2531},[],{"categories":2533},[177],{"categories":2535},[265],{"categories":2537},[180],{"categories":2539},[121],{"categories":2541},[121],{"categories":2543},[121],{"categories":2545},[2546],"AI UX Patterns",{"categories":2548},[177],{"categories":2550},[177],{"categories":2552},[177],{"categories":2554},[177],{"categories":2556},[294],{"categories":2558},[216],{"categories":2560},[121],{"categories":2562},[177],{"categories":2564},[121],{"categories":2566},[1288],{"categories":2568},[],{"categories":2570},[294],{"categories":2572},[177],{"categories":2574},[213],{"categories":2576},[191],{"categories":2578},[121],{"categories":2580},[177],{"categories":2582},[],{"categories":2584},[],{"categories":2586},[121],{"categories":2588},[121],{"categories":2590},[177],{"categories":2592},[121],{"categories":2594},[177],{"categories":2596},[429],{"categories":2598},[265],{"categories":2600},[121],{"categories":2602},[213],{"categories":2604},[191],{"categories":2606},[121],{"categories":2608},[177],{"categories":2610},[177],{"categories":2612},[],{"categories":2614},[121],{"categories":2616},[],{"categories":2618},[121],{"categories":2620},[],{"categories":2622},[121],{"categories":2624},[121],{"categories":2626},[121],{"categories":2628},[177],{"categories":2630},[191],{"categories":2632},[],{"categories":2634},[],{"categories":2636},[216],{"categories":2638},[202],{"categories":2640},[121],{"categories":2642},[121],{"categories":2644},[121],{"categories":2646},[216],{"categories":2648},[121],{"categories":2650},[121],{"categories":2652},[213],{"categories":2654},[121],{"categories":2656},[121],{"categories":2658},[121],{"categories":2660},[177],{"categories":2662},[121],{"categories":2664},[177],{"categories":2666},[121],{"categories":2668},[121],{"categories":2670},[121],{"categories":2672},[177],{"categories":2674},[],{"categories":2676},[121],{"categories":2678},[],{"categories":2680},[121],{"categories":2682},[121],{"categories":2684},[335],{"categories":2686},[121],{"categories":2688},[],{"categories":2690},[],{"categories":2692},[265],{"categories":2694},[963],{"categories":2696},[177],{"categories":2698},[167],{"categories":2700},[2503],{"categories":2702},[],{"categories":2704},[],{"categories":2706},[121],{"categories":2708},[],{"categories":2710},[],{"categories":2712},[191],{"categories":2714},[213],{"categories":2716},[294],{"categories":2718},[177],{"categories":2720},[172],{"categories":2722},[121],{"categories":2724},[121],{"categories":2726},[172],{"categories":2728},[],{"categories":2730},[265],{"categories":2732},[180],{"categories":2734},[121],{"categories":2736},[121],{"categories":2738},[177],{"categories":2740},[172],{"categories":2742},[121],{"categories":2744},[121],{"categories":2746},[167],{"categories":2748},[121],{"categories":2750},[121],{"categories":2752},[],{"categories":2754},[167],{"categories":2756},[121],{"categories":2758},[294],{"categories":2760},[177],{"categories":2762},[213],{"categories":2764},[121],{"categories":2766},[191],{"categories":2768},[121],{"categories":2770},[121],{"categories":2772},[172],{"categories":2774},[121],{"categories":2776},[121],{"categories":2778},[121],{"categories":2780},[177],{"categories":2782},[121],{"categories":2784},[],{"categories":2786},[121],{"categories":2788},[191],{"categories":2790},[167],{"categories":2792},[121],{"categories":2794},[121],{"categories":2796},[121],{"categories":2798},[],{"categories":2800},[121],{"categories":2802},[508],{"categories":2804},[177],{"categories":2806},[172],{"categories":2808},[213],{"categories":2810},[121],{"categories":2812},[121],{"categories":2814},[],{"categories":2816},[172],{"categories":2818},[172],{"categories":2820},[121],{"categories":2822},[121],{"categories":2824},[180],{"categories":2826},[121],{"categories":2828},[121],{"categories":2830},[121],{"categories":2832},[121],{"categories":2834},[191],{"categories":2836},[191],{"categories":2838},[121],{"categories":2840},[],{"categories":2842},[191],{"categories":2844},[121],{"categories":2846},[191],{"categories":2848},[177],{"categories":2850},[613],{"categories":2852},[],{"categories":2854},[],{"categories":2856},[121],{"categories":2858},[213],{"categories":2860},[],{"categories":2862},[335],{"categories":2864},[121],{"categories":2866},[121],{"categories":2868},[121],{"categories":2870},[265],{"categories":2872},[925],{"categories":2874},[],{"categories":2876},[121],{"categories":2878},[121],{"categories":2880},[121],{"categories":2882},[191],{"categories":2884},[121],{"categories":2886},[121],{"categories":2888},[121,335],{"categories":2890},[121],{"categories":2892},[121],{"categories":2894},[265],{"categories":2896},[177],{"categories":2898},[],{"categories":2900},[177],{"categories":2902},[177],{"categories":2904},[121],{"categories":2906},[121],{"categories":2908},[121],{"categories":2910},[121],{"categories":2912},[216],{"categories":2914},[121],{"categories":2916},[2546],{"categories":2918},[167],{"categories":2920},[216],{"categories":2922},[167],{"categories":2924},[191],{"categories":2926},[265],{"categories":2928},[177],{"categories":2930},[121],{"categories":2932},[],{"categories":2934},[172],{"categories":2936},[121],{"categories":2938},[121],{"categories":2940},[213],{"categories":2942},[121],{"categories":2944},[121],{"categories":2946},[121],{"categories":2948},[177],{"categories":2950},[121],{"categories":2952},[121],{"categories":2954},[121],{"categories":2956},[172],{"categories":2958},[],{"categories":2960},[335],{"categories":2962},[121],{"categories":2964},[429],{"categories":2966},[265],{"categories":2968},[265],{"categories":2970},[191],{"categories":2972},[177],{"categories":2974},[121],{"categories":2976},[172],{"categories":2978},[213],{"categories":2980},[121],{"categories":2982},[121],{"categories":2984},[121],{"categories":2986},[265],{"categories":2988},[177],{"categories":2990},[177],{"categories":2992},[121],{"categories":2994},[121],{"categories":2996},[567],{"categories":2998},[177],{"categories":3000},[],{"categories":3002},[121],{"categories":3004},[121],{"categories":3006},[121],{"categories":3008},[],{"categories":3010},[],{"categories":3012},[121],{"categories":3014},[121],{"categories":3016},[177],{"categories":3018},[121],{"categories":3020},[121],{"categories":3022},[121],{"categories":3024},[191],{"categories":3026},[121],{"categories":3028},[121],{"categories":3030},[177],{"categories":3032},[121],{"categories":3034},[121],{"categories":3036},[121],{"categories":3038},[121],{"categories":3040},[121],{"categories":3042},[],{"categories":3044},[191],{"categories":3046},[216],{"categories":3048},[121],{"categories":3050},[177],{"categories":3052},[177],{"categories":3054},[121],{"categories":3056},[121],{"categories":3058},[],{"categories":3060},[],{"categories":3062},[121],{"categories":3064},[121],{"categories":3066},[121],{"categories":3068},[213],{"categories":3070},[216],{"categories":3072},[],{"categories":3074},[121],{"categories":3076},[265],{"categories":3078},[121],{"categories":3080},[335],{"categories":3082},[1850],{"categories":3084},[213],{"categories":3086},[191],{"categories":3088},[121],{"categories":3090},[191],{"categories":3092},[191],{"categories":3094},[121],{"categories":3096},[121],{"categories":3098},[191],{"categories":3100},[213],{"categories":3102},[213],{"categories":3104},[335],{"categories":3106},[177],{"categories":3108},[],{"categories":3110},[213],{"categories":3112},[121],{"categories":3114},[177],{"categories":3116},[167],{"categories":3118},[191],{"categories":3120},[121],{"categories":3122},[213],{"categories":3124},[],{"categories":3126},[121],{"categories":3128},[191],{"categories":3130},[191],{"categories":3132},[216],{"categories":3134},[121],{"categories":3136},[213],{"categories":3138},[121],{"categories":3140},[191],{"categories":3142},[177],{"categories":3144},[177],{"categories":3146},[213],{"categories":3148},[177],{"categories":3150},[335],{"categories":3152},[177],{"categories":3154},[121],{"categories":3156},[121],{"categories":3158},[121],{"categories":3160},[121],{"categories":3162},[191],{"categories":3164},[121],{"categories":3166},[],{"categories":3168},[177],{"categories":3170},[172],{"categories":3172},[191],{"categories":3174},[],{"categories":3176},[],{"categories":3178},[121],{"categories":3180},[177],{"categories":3182},[121],{"categories":3184},[121],{"categories":3186},[3187],"Frameworks & Tooling",{"categories":3189},[121],{"categories":3191},[121],{"categories":3193},[191],{"categories":3195},[121],{"categories":3197},[121],{"categories":3199},[],{"categories":3201},[216],{"categories":3203},[216],{"categories":3205},[167],{"categories":3207},[121],{"categories":3209},[177],{"categories":3211},[121],{"categories":3213},[265],{"categories":3215},[],{"categories":3217},[1850],{"categories":3219},[121],{"categories":3221},[191],{"categories":3223},[121],{"categories":3225},[335],{"categories":3227},[335],{"categories":3229},[],{"categories":3231},[177],{"categories":3233},[177],{"categories":3235},[121],{"categories":3237},[121],{"categories":3239},[213],{"categories":3241},[177],{"categories":3243},[213],{"categories":3245},[121],{"categories":3247},[177],{"categories":3249},[],{"categories":3251},[265],{"categories":3253},[121],{"categories":3255},[121],{"categories":3257},[],{"categories":3259},[121],{"categories":3261},[177],{"categories":3263},[121],{"categories":3265},[121],{"categories":3267},[121],{"categories":3269},[],{"categories":3271},[191],{"categories":3273},[121],{"categories":3275},[191],{"categories":3277},[335],{"categories":3279},[121],{"categories":3281},[121],{"categories":3283},[121],{"categories":3285},[191],{"categories":3287},[172],{"categories":3289},[121],{"categories":3291},[1850],{"categories":3293},[],{"categories":3295},[177],{"categories":3297},[167],{"categories":3299},[121],{"categories":3301},[167],{"categories":3303},[121],{"categories":3305},[],{"categories":3307},[177],{"categories":3309},[121],{"categories":3311},[121],{"categories":3313},[3314],"AI Design Tooling",{"categories":3316},[265],{"categories":3318},[121],{"categories":3320},[121],{"categories":3322},[191],{"categories":3324},[265],{"categories":3326},[121],{"categories":3328},[121],{"categories":3330},[191],{"categories":3332},[213],{"categories":3334},[180],{"categories":3336},[191],{"categories":3338},[121],{"categories":3340},[121],{"categories":3342},[121],{"categories":3344},[177],{"categories":3346},[121],{"categories":3348},[],{"categories":3350},[177],{"categories":3352},[121],{"categories":3354},[121],{"categories":3356},[177],{"categories":3358},[121],{"categories":3360},[121],{"categories":3362},[121],{"categories":3364},[177],{"categories":3366},[],{"categories":3368},[177],{"categories":3370},[3187],{"categories":3372},[121],{"categories":3374},[121],{"categories":3376},[177],{"categories":3378},[177],{"categories":3380},[191],{"categories":3382},[191],{"categories":3384},[121],{"categories":3386},[],{"categories":3388},[191],{"categories":3390},[121],{"categories":3392},[121],{"categories":3394},[177],{"categories":3396},[172],{"categories":3398},[121],{"categories":3400},[],{"categories":3402},[121],{"categories":3404},[121],{"categories":3406},[2291],{"categories":3408},[],{"categories":3410},[121],{"categories":3412},[121],{"categories":3414},[121],{"categories":3416},[121],{"categories":3418},[265],{"categories":3420},[121],{"categories":3422},[],{"categories":3424},[121],{"categories":3426},[121],{"categories":3428},[121],{"categories":3430},[121],{"categories":3432},[294],{"categories":3434},[213],{"categories":3436},[121],{"categories":3438},[121],{"categories":3440},[1850],{"categories":3442},[167],{"categories":3444},[121],{"categories":3446},[121],{"categories":3448},[216],{"categories":3450},[121],{"categories":3452},[121],{"categories":3454},[213],{"categories":3456},[177],{"categories":3458},[],{"categories":3460},[121],{"categories":3462},[121],{"categories":3464},[265],{"categories":3466},[121],{"categories":3468},[294],{"categories":3470},[177],{"categories":3472},[121],{"categories":3474},[177],{"categories":3476},[],{"categories":3478},[],{"categories":3480},[],{"categories":3482},[167],{"categories":3484},[213],{"categories":3486},[177],{"categories":3488},[121],{"categories":3490},[121],{"categories":3492},[121],{"categories":3494},[121],{"categories":3496},[452],{"categories":3498},[265],{"categories":3500},[177],{"categories":3502},[121],{"categories":3504},[],{"categories":3506},[177],{"categories":3508},[177],{"categories":3510},[],{"categories":3512},[121],{"categories":3514},[177],{"categories":3516},[121],{"categories":3518},[],{"categories":3520},[121],{"categories":3522},[121],{"categories":3524},[121],{"categories":3526},[213],{"categories":3528},[265],{"categories":3530},[177],{"categories":3532},[265],{"categories":3534},[177],{"categories":3536},[121],{"categories":3538},[172],{"categories":3540},[],{"categories":3542},[],{"categories":3544},[121],{"categories":3546},[121],{"categories":3548},[121],{"categories":3550},[167],{"categories":3552},[177],{"categories":3554},[213],{"categories":3556},[],{"categories":3558},[265],{"categories":3560},[],{"categories":3562},[191],{"categories":3564},[121],{"categories":3566},[191],{"categories":3568},[265],{"categories":3570},[191],{"categories":3572},[121],{"categories":3574},[],{"categories":3576},[121],{"categories":3578},[121],{"categories":3580},[],{"categories":3582},[121],{"categories":3584},[121],{"categories":3586},[294],{"categories":3588},[121],{"categories":3590},[121],{"categories":3592},[335],{"categories":3594},[191],{"categories":3596},[121],{"categories":3598},[],{"categories":3600},[177],{"categories":3602},[121],{"categories":3604},[167],{"categories":3606},[567],{"categories":3608},[121],{"categories":3610},[121],{"categories":3612},[177],{"categories":3614},[121],{"categories":3616},[177],{"categories":3618},[121],{"categories":3620},[121],{"categories":3622},[121],{"categories":3624},[121],{"categories":3626},[],{"categories":3628},[121],{"categories":3630},[167],{"categories":3632},[121],{"categories":3634},[172],{"categories":3636},[191],{"categories":3638},[265],{"categories":3640},[],{"categories":3642},[121],{"categories":3644},[],{"categories":3646},[177],{"categories":3648},[121],{"categories":3650},[],{"categories":3652},[177],{"categories":3654},[121],{"categories":3656},[191],{"categories":3658},[265],{"categories":3660},[213],{"categories":3662},[121],{"categories":3664},[213],{"categories":3666},[177],{"categories":3668},[265],{"categories":3670},[121],{"categories":3672},[],{"categories":3674},[121],{"categories":3676},[202],{"categories":3678},[177],{"categories":3680},[121],{"categories":3682},[265],{"categories":3684},[213],{"categories":3686},[172],{"categories":3688},[191],{"categories":3690},[121],{"categories":3692},[121],{"categories":3694},[121],{"categories":3696},[121],{"categories":3698},[213],{"categories":3700},[294],{"categories":3702},[],{"categories":3704},[],{"categories":3706},[216],{"categories":3708},[508],{"categories":3710},[121],{"categories":3712},[177],{"categories":3714},[121,191],{"categories":3716},[213],{"categories":3718},[121],{"categories":3720},[121],{"categories":3722},[121],{"categories":3724},[121],{"categories":3726},[121],{"categories":3728},[121],{"categories":3730},[121],{"categories":3732},[177],{"categories":3734},[121],{"categories":3736},[177],{"categories":3738},[121],{"categories":3740},[121],{"categories":3742},[121],{"categories":3744},[],{"categories":3746},[121],{"categories":3748},[1288],{"categories":3750},[191],{"categories":3752},[265],{"categories":3754},[121],{"categories":3756},[121],{"categories":3758},[121],{"categories":3760},[216],{"categories":3762},[177],{"categories":3764},[294],{"categories":3766},[335],{"categories":3768},[],{"categories":3770},[191],{"categories":3772},[121],{"categories":3774},[172],{"categories":3776},[177],{"categories":3778},[167],{"categories":3780},[177],{"categories":3782},[121],{"categories":3784},[177],{"categories":3786},[177],{"categories":3788},[180],{"categories":3790},[191],{"categories":3792},[121],{"categories":3794},[121],{"categories":3796},[],{"categories":3798},[],{"categories":3800},[],{"categories":3802},[335],{"categories":3804},[121],{"categories":3806},[213],{"categories":3808},[121],{"categories":3810},[121],{"categories":3812},[121],{"categories":3814},[121],{"categories":3816},[],{"categories":3818},[121],{"categories":3820},[216],{"categories":3822},[172],{"categories":3824},[177],{"categories":3826},[121],{"categories":3828},[],{"categories":3830},[121],{"categories":3832},[177],{"categories":3834},[121],{"categories":3836},[335],{"categories":3838},[],{"categories":3840},[265],{"categories":3842},[265],{"categories":3844},[121],{"categories":3846},[177],{"categories":3848},[],{"categories":3850},[191],{"categories":3852},[121],{"categories":3854},[265],{"categories":3856},[121],{"categories":3858},[172],{"categories":3860},[177],{"categories":3862},[121],{"categories":3864},[],{"categories":3866},[213],{"categories":3868},[121],{"categories":3870},[121],{"categories":3872},[121],{"categories":3874},[265],{"categories":3876},[177],{"categories":3878},[213],{"categories":3880},[],{"categories":3882},[177],{"categories":3884},[172],{"categories":3886},[177],{"categories":3888},[265],{"categories":3890},[121],{"categories":3892},[121],{"categories":3894},[121],{"categories":3896},[508],{"categories":3898},[121],{"categories":3900},[177],{"categories":3902},[],{"categories":3904},[121],{"categories":3906},[121],{"categories":3908},[335],{"categories":3910},[213],{"categories":3912},[216],{"categories":3914},[613],{"categories":3916},[216],{"categories":3918},[216],{"categories":3920},[121],{"categories":3922},[],{"categories":3924},[],{"categories":3926},[],{"categories":3928},[177],{"categories":3930},[121],{"categories":3932},[177],{"categories":3934},[177],{"categories":3936},[191],{"categories":3938},[121],{"categories":3940},[485],{"categories":3942},[191],{"categories":3944},[177],{"categories":3946},[121],{"categories":3948},[121],{"categories":3950},[121],{"categories":3952},[121],{"categories":3954},[121],{"categories":3956},[177],{"categories":3958},[121],{"categories":3960},[],{"categories":3962},[],{"categories":3964},[121],{"categories":3966},[],{"categories":3968},[121],{"categories":3970},[177],{"categories":3972},[265],{"categories":3974},[121],{"categories":3976},[121],{"categories":3978},[],{"categories":3980},[177],{"categories":3982},[121],{"categories":3984},[121],{"categories":3986},[180],{"categories":3988},[121],{"categories":3990},[265],{"categories":3992},[121],{"categories":3994},[177],{"categories":3996},[172],{"categories":3998},[121],{"categories":4000},[121],{"categories":4002},[294],{"categories":4004},[177],{"categories":4006},[121],{"categories":4008},[121],{"categories":4010},[925],{"categories":4012},[121],{"categories":4014},[177],{"categories":4016},[121],{"categories":4018},[191],{"categories":4020},[121],{"categories":4022},[567],{"categories":4024},[265],{"categories":4026},[],{"categories":4028},[121],{"categories":4030},[121],{"categories":4032},[213],{"categories":4034},[508],{"categories":4036},[177],{"categories":4038},[121],{"categories":4040},[],{"categories":4042},[213],{"categories":4044},[429],{"categories":4046},[177],{"categories":4048},[177],{"categories":4050},[177],{"categories":4052},[121],{"categories":4054},[121],{"categories":4056},[177],{"categories":4058},[],{"categories":4060},[172],{"categories":4062},[121],{"categories":4064},[172],{"categories":4066},[177],{"categories":4068},[],{"categories":4070},[191],{"categories":4072},[121],{"categories":4074},[121],{"categories":4076},[167],{"categories":4078},[121],{"categories":4080},[213],{"categories":4082},[335],{"categories":4084},[202],{"categories":4086},[177],{"categories":4088},[177],{"categories":4090},[121],{"categories":4092},[121],{"categories":4094},[177],{"categories":4096},[121],{"categories":4098},[167],{"categories":4100},[],{"categories":4102},[177],{"categories":4104},[121],{"categories":4106},[121],{"categories":4108},[121],{"categories":4110},[177],{"categories":4112},[121],{"categories":4114},[],{"categories":4116},[121],{"categories":4118},[],{"categories":4120},[265],{"categories":4122},[177],{"categories":4124},[121,172],{"categories":4126},[177],{"categories":4128},[121],{"categories":4130},[],{"categories":4132},[167],{"categories":4134},[216],{"categories":4136},[172],{"categories":4138},[121],{"categories":4140},[191],{"categories":4142},[121],{"categories":4144},[121],{"categories":4146},[177],{"categories":4148},[121],{"categories":4150},[121],{"categories":4152},[121],{"categories":4154},[213],{"categories":4156},[1288],{"categories":4158},[177],{"categories":4160},[121],{"categories":4162},[],{"categories":4164},[],{"categories":4166},[121],{"categories":4168},[177],{"categories":4170},[121],{"categories":4172},[121],{"categories":4174},[335],{"categories":4176},[],{"categories":4178},[121],{"categories":4180},[177],{"categories":4182},[202],{"categories":4184},[177],{"categories":4186},[508],{"categories":4188},[],{"categories":4190},[452],{"categories":4192},[177],{"categories":4194},[121],{"categories":4196},[121],{"categories":4198},[294],{"categories":4200},[177],{"categories":4202},[121],{"categories":4204},[216],{"categories":4206},[180],{"categories":4208},[177],{"categories":4210},[121],{"categories":4212},[508],{"categories":4214},[121],{"categories":4216},[335],{"categories":4218},[172],{"categories":4220},[],{"categories":4222},[121],{"categories":4224},[121],{"categories":4226},[294],{"categories":4228},[265],{"categories":4230},[121],{"categories":4232},[121],{"categories":4234},[121],{"categories":4236},[],{"categories":4238},[294],{"categories":4240},[213],{"categories":4242},[121],{"categories":4244},[121],{"categories":4246},[121],{"categories":4248},[613],{"categories":4250},[167],{"categories":4252},[121],{"categories":4254},[180],{"categories":4256},[121],{"categories":4258},[],{"categories":4260},[],{"categories":4262},[265],{"categories":4264},[121],{"categories":4266},[216],{"categories":4268},[294],{"categories":4270},[177],{"categories":4272},[121],{"categories":4274},[121],{"categories":4276},[294],{"categories":4278},[213],{"categories":4280},[121],{"categories":4282},[],{"categories":4284},[121],{"categories":4286},[121],{"categories":4288},[],{"categories":4290},[121],{"categories":4292},[121],{"categories":4294},[638],{"categories":4296},[121],{"categories":4298},[121],{"categories":4300},[177],{"categories":4302},[191],{"categories":4304},[508],{"categories":4306},[121],{"categories":4308},[121],{"categories":4310},[121],{"categories":4312},[],{"categories":4314},[121,191],{"categories":4316},[213],{"categories":4318},[177],{"categories":4320},[191],{"categories":4322},[177],{"categories":4324},[963],{"categories":4326},[191],{"categories":4328},[191],{"categories":4330},[177],{"categories":4332},[121],{"categories":4334},[167],{"categories":4336},[],{"categories":4338},[],{"categories":4340},[177],{"categories":4342},[121],{"categories":4344},[191],{"categories":4346},[121],{"categories":4348},[167],{"categories":4350},[191],{"categories":4352},[191],{"categories":4354},[121],{"categories":4356},[294],{"categories":4358},[121],{"categories":4360},[191],{"categories":4362},[121],{"categories":4364},[],{"categories":4366},[121],{"categories":4368},[121],{"categories":4370},[265,121],{"categories":4372},[335],{"categories":4374},[167],{"categories":4376},[121],{"categories":4378},[],{"categories":4380},[121],{"categories":4382},[121],{"categories":4384},[172],{"categories":4386},[121],{"categories":4388},[172],{"categories":4390},[121],{"categories":4392},[121],{"categories":4394},[429],{"categories":4396},[121],{"categories":4398},[172],{"categories":4400},[191],{"categories":4402},[216],{"categories":4404},[177],{"categories":4406},[121],{"categories":4408},[191],{"categories":4410},[121],{"categories":4412},[121],{"categories":4414},[213],{"categories":4416},[294],{"categories":4418},[265],{"categories":4420},[121],{"categories":4422},[121],{"categories":4424},[121],{"categories":4426},[121],{"categories":4428},[167],{"categories":4430},[121],{"categories":4432},[177],{"categories":4434},[177],{"categories":4436},[191],{"categories":4438},[213],{"categories":4440},[191],{"categories":4442},[191],{"categories":4444},[121],{"categories":4446},[121],{"categories":4448},[],{"categories":4450},[],{"categories":4452},[216],{"categories":4454},[121],{"categories":4456},[191],{"categories":4458},[121],{"categories":4460},[265],{"categories":4462},[508],{"categories":4464},[452],{"categories":4466},[429],{"categories":4468},[121],{"categories":4470},[121],{"categories":4472},[121],{"categories":4474},[216],{"categories":4476},[121],{"categories":4478},[121],{"categories":4480},[121],{"categories":4482},[121],{"categories":4484},[121],{"categories":4486},[121],{"categories":4488},[121],{"categories":4490},[177],{"categories":4492},[167],{"categories":4494},[177],{"categories":4496},[121,172],{"categories":4498},[],{"categories":4500},[265],{"categories":4502},[],{"categories":4504},[180],{"categories":4506},[121],{"categories":4508},[213],{"categories":4510},[167],{"categories":4512},[121],{"categories":4514},[167],{"categories":4516},[177],{"categories":4518},[216],{"categories":4520},[177],{"categories":4522},[180],{"categories":4524},[177],{"categories":4526},[121],{"categories":4528},[121],{"categories":4530},[172],{"categories":4532},[177],{"categories":4534},[191],{"categories":4536},[294],{"categories":4538},[121],{"categories":4540},[121],{"categories":4542},[],{"categories":4544},[213],{"categories":4546},[121],{"categories":4548},[121],{"categories":4550},[121],{"categories":4552},[121],{"categories":4554},[121],{"categories":4556},[121],{"categories":4558},[191],{"categories":4560},[213],{"categories":4562},[191],{"categories":4564},[191],{"categories":4566},[121],{"categories":4568},[121],{"categories":4570},[121],{"categories":4572},[121],{"categories":4574},[452],{"categories":4576},[121],{"categories":4578},[177],{"categories":4580},[213],{"categories":4582},[121],{"categories":4584},[121],{"categories":4586},[121],{"categories":4588},[177],{"categories":4590},[121],{"categories":4592},[121],{"categories":4594},[121],{"categories":4596},[3187],{"categories":4598},[4599],"Clinical AI",{"categories":4601},[265],{"categories":4603},[121],{"categories":4605},[121],{"categories":4607},[121],{"categories":4609},[121],{"categories":4611},[335],{"categories":4613},[2546],{"categories":4615},[121],{"categories":4617},[180],{"categories":4619},[265],{"categories":4621},[121],{"categories":4623},[177],{"categories":4625},[121],{"categories":4627},[121],{"categories":4629},[213],{"categories":4631},[121],{"categories":4633},[177],{"categories":4635},[191],{"categories":4637},[294],{"categories":4639},[121],{"categories":4641},[121],{"categories":4643},[172],{"categories":4645},[121],{"categories":4647},[121],{"categories":4649},[567],{"categories":4651},[121],{"categories":4653},[],{"categories":4655},[177],{"categories":4657},[121],{"categories":4659},[191],{"categories":4661},[167],{"categories":4663},[121],{"categories":4665},[],{"categories":4667},[],{"categories":4669},[121],{"categories":4671},[],{"categories":4673},[172],{"categories":4675},[121],{"categories":4677},[121],{"categories":4679},[177],{"categories":4681},[121],{"categories":4683},[213],{"categories":4685},[213],{"categories":4687},[213],{"categories":4689},[213],{"categories":4691},[],{"categories":4693},[167],{"categories":4695},[177],{"categories":4697},[213],{"categories":4699},[121],{"categories":4701},[638],{"categories":4703},[180],{"categories":4705},[177],{"categories":4707},[121],{"categories":4709},[167],{"categories":4711},[121],{"categories":4713},[177],{"categories":4715},[121],{"categories":4717},[121],{"categories":4719},[121],{"categories":4721},[121,177],{"categories":4723},[177],{"categories":4725},[335],{"categories":4727},[213],{"categories":4729},[177],{"categories":4731},[213],{"categories":4733},[177],{"categories":4735},[121],{"categories":4737},[],{"categories":4739},[213],{"categories":4741},[294],{"categories":4743},[167],{"categories":4745},[121],{"categories":4747},[121],{"categories":4749},[],{"categories":4751},[191],{"categories":4753},[],{"categories":4755},[167],{"categories":4757},[177],{"categories":4759},[213],{"categories":4761},[121],{"categories":4763},[213],{"categories":4765},[167],{"categories":4767},[213],{"categories":4769},[213],{"categories":4771},[],{"categories":4773},[172],{"categories":4775},[177],{"categories":4777},[213],{"categories":4779},[213],{"categories":4781},[213],{"categories":4783},[213],{"categories":4785},[213],{"categories":4787},[213],{"categories":4789},[213],{"categories":4791},[213],{"categories":4793},[213],{"categories":4795},[213],{"categories":4797},[216],{"categories":4799},[167],{"categories":4801},[121],{"categories":4803},[121],{"categories":4805},[177],{"categories":4807},[177],{"categories":4809},[],{"categories":4811},[121],{"categories":4813},[121,167],{"categories":4815},[],{"categories":4817},[177],{"categories":4819},[121],{"categories":4821},[213],{"categories":4823},[177],{"categories":4825},[963],{"categories":4827},[121],{"categories":4829},[121],{"categories":4831},[121],{"categories":4833},[121],{"categories":4835},[121],{"categories":4837},[429],{"categories":4839},[121],{"categories":4841},[121],{"categories":4843},[177],{"categories":4845},[121],{"categories":4847},[121],{"categories":4849},[172],{"categories":4851},[180],{"categories":4853},[177],{"categories":4855},[177],{"categories":4857},[],{"categories":4859},[177],{"categories":4861},[265],{"categories":4863},[213],{"categories":4865},[121],{"categories":4867},[],{"categories":4869},[180],{"categories":4871},[],{"categories":4873},[191],{"categories":4875},[121],{"categories":4877},[177],{"categories":4879},[265],{"categories":4881},[121],{"categories":4883},[],{"categories":4885},[121],{"categories":4887},[121],{"categories":4889},[],{"categories":4891},[294],{"categories":4893},[121],{"categories":4895},[177],{"categories":4897},[],{"categories":4899},[],{"categories":4901},[213],{"categories":4903},[167],{"categories":4905},[121],{"categories":4907},[121],{"categories":4909},[172],{"categories":4911},[121],{"categories":4913},[121],{"categories":4915},[177],{"categories":4917},[121],{"categories":4919},[172],{"categories":4921},[172],{"categories":4923},[265],{"categories":4925},[],{"categories":4927},[121],{"categories":4929},[213],{"categories":4931},[],{"categories":4933},[121],{"categories":4935},[121],{"categories":4937},[265],{"categories":4939},[121],{"categories":4941},[121],{"categories":4943},[294],{"categories":4945},[121],{"categories":4947},[335],{"categories":4949},[],{"categories":4951},[177],{"categories":4953},[121],{"categories":4955},[294],{"categories":4957},[191],{"categories":4959},[],{"categories":4961},[121],{"categories":4963},[],{"categories":4965},[177],{"categories":4967},[265],{"categories":4969},[191],{"categories":4971},[],{"categories":4973},[3187],{"categories":4975},[172],{"categories":4977},[167],{"categories":4979},[121],{"categories":4981},[216],{"categories":4983},[177],{"categories":4985},[265],{"categories":4987},[121],{"categories":4989},[191],{"categories":4991},[],{"categories":4993},[],{"categories":4995},[121],{"categories":4997},[167],{"categories":4999},[121],{"categories":5001},[294],{"categories":5003},[],{"categories":5005},[177],{"categories":5007},[177],{"categories":5009},[121],{"categories":5011},[177],{"categories":5013},[121],{"categories":5015},[213],{"categories":5017},[191],{"categories":5019},[121],{"categories":5021},[177],{"categories":5023},[180],{"categories":5025},[121],{"categories":5027},[121],{"categories":5029},[121],{"categories":5031},[177],{"categories":5033},[121],{"categories":5035},[180],{"categories":5037},[294],{"categories":5039},[213],{"categories":5041},[],{"categories":5043},[294],{"categories":5045},[121],{"categories":5047},[],{"categories":5049},[191],{"categories":5051},[177],{"categories":5053},[],{"categories":5055},[121],{"categories":5057},[121],{"categories":5059},[121],{"categories":5061},[121],{"categories":5063},[121],{"categories":5065},[177],{"categories":5067},[172],{"categories":5069},[167],{"categories":5071},[177],{"categories":5073},[121],{"categories":5075},[265],{"categories":5077},[191],{"categories":5079},[191],{"categories":5081},[121],{"categories":5083},[216],{"categories":5085},[177],{"categories":5087},[121],{"categories":5089},[121],{"categories":5091},[177],{"categories":5093},[121],{"categories":5095},[121],{"categories":5097},[177],{"categories":5099},[172],{"categories":5101},[121],{"categories":5103},[265],{"categories":5105},[191],{"categories":5107},[177],{"categories":5109},[121],{"categories":5111},[180],{"categories":5113},[121],{"categories":5115},[177],{"categories":5117},[121],{"categories":5119},[121],{"categories":5121},[213],{"categories":5123},[121],{"categories":5125},[],{"categories":5127},[167],{"categories":5129},[121],{"categories":5131},[121],{"categories":5133},[121],{"categories":5135},[191],{"categories":5137},[191],{"categories":5139},[121],{"categories":5141},[191],{"categories":5143},[121],{"categories":5145},[177],{"categories":5147},[121],{"categories":5149},[121],{"categories":5151},[121],{"categories":5153},[121],{"categories":5155},[121],{"categories":5157},[],{"categories":5159},[121],{"categories":5161},[265],{"categories":5163},[177],{"categories":5165},[172],{"categories":5167},[213],{"categories":5169},[121],{"categories":5171},[177],{"categories":5173},[121],{"categories":5175},[177],{"categories":5177},[121],{"categories":5179},[121],{"categories":5181},[265],{"categories":5183},[177],{"categories":5185},[121],{"categories":5187},[294],{"categories":5189},[121],{"categories":5191},[216],{"categories":5193},[121],{"categories":5195},[121],{"categories":5197},[213],{"categories":5199},[121],{"categories":5201},[121],{"categories":5203},[121],{"categories":5205},[121],{"categories":5207},[177],{"categories":5209},[335],{"categories":5211},[121],{"categories":5213},[191],{"categories":5215},[177],{"categories":5217},[216],{"categories":5219},[],{"categories":5221},[177],{"categories":5223},[191],{"categories":5225},[121],{"categories":5227},[121],{"categories":5229},[2384],{"categories":5231},[265],{"categories":5233},[364],{"categories":5235},[121],{"categories":5237},[121],{"categories":5239},[121],{"categories":5241},[121],{"categories":5243},[167],{"categories":5245},[121],{"categories":5247},[121],{"categories":5249},[191],{"categories":5251},[172],{"categories":5253},[121],{"categories":5255},[191],{"categories":5257},[121],{"categories":5259},[],{"categories":5261},[177],{"categories":5263},[177],{"categories":5265},[121],{"categories":5267},[121],{"categories":5269},[121],{"categories":5271},[216],{"categories":5273},[],{"categories":5275},[213],{"categories":5277},[],{"categories":5279},[213],{"categories":5281},[121],{"categories":5283},[121],{"categories":5285},[177],{"categories":5287},[121],{"categories":5289},[177],{"categories":5291},[177],{"categories":5293},[],{"categories":5295},[121],{"categories":5297},[213],{"categories":5299},[121],{"categories":5301},[],{"categories":5303},[121],{"categories":5305},[121],{"categories":5307},[],{"categories":5309},[121],{"categories":5311},[121],{"categories":5313},[265],{"categories":5315},[191],{"categories":5317},[177],{"categories":5319},[121],{"categories":5321},[121],{"categories":5323},[121],{"categories":5325},[121],{"categories":5327},[294],{"categories":5329},[121],{"categories":5331},[121],{"categories":5333},[121],{"categories":5335},[167],{"categories":5337},[121],{"categories":5339},[121],{"categories":5341},[],{"categories":5343},[121],{"categories":5345},[121],{"categories":5347},[121],{"categories":5349},[],{"categories":5351},[167],{"categories":5353},[121],{"categories":5355},[121],{"categories":5357},[213],{"categories":5359},[191],{"categories":5361},[180],{"categories":5363},[177],{"categories":5365},[508],{"categories":5367},[121],{"categories":5369},[121],{"categories":5371},[121],{"categories":5373},[191],{"categories":5375},[213],{"categories":5377},[265],{"categories":5379},[121],{"categories":5381},[121],{"categories":5383},[121],{"categories":5385},[121],{"categories":5387},[213],{"categories":5389},[121],{"categories":5391},[265],{"categories":5393},[121],{"categories":5395},[121],{"categories":5397},[213],{"categories":5399},[265],{"categories":5401},[121],{"categories":5403},[213],{"categories":5405},[121],{"categories":5407},[177],{"categories":5409},[177],{"categories":5411},[177],{"categories":5413},[191],{"categories":5415},[213],{"categories":5417},[177],{"categories":5419},[177],{"categories":5421},[121],{"categories":5423},[191],{"categories":5425},[265],{"categories":5427},[121],{"categories":5429},[121],{"categories":5431},[177],{"categories":5433},[121],{"categories":5435},[],{"categories":5437},[177],{"categories":5439},[],{"categories":5441},[121],{"categories":5443},[121],{"categories":5445},[],{"categories":5447},[],{"categories":5449},[177],{"categories":5451},[172],{"categories":5453},[177],{"categories":5455},[5456],"Liability & Ethics",{"categories":5458},[121],{"categories":5460},[121],{"categories":5462},[121],{"categories":5464},[177],{"categories":5466},[167],{"categories":5468},[177],{"categories":5470},[172],{"categories":5472},[294],{"categories":5474},[177],{"categories":5476},[121],{"categories":5478},[121],{"categories":5480},[],{"categories":5482},[613],{"categories":5484},[177],{"categories":5486},[],{"categories":5488},[121],{"categories":5490},[167],{"categories":5492},[177],{"categories":5494},[],{"categories":5496},[177],{"categories":5498},[121],{"categories":5500},[121],{"categories":5502},[191],{"categories":5504},[121],{"categories":5506},[213],{"categories":5508},[121],{"categories":5510},[121],{"categories":5512},[180],{"categories":5514},[177],{"categories":5516},[121],{"categories":5518},[121],{"categories":5520},[121],{"categories":5522},[213],{"categories":5524},[177],{"categories":5526},[191],{"categories":5528},[265],{"categories":5530},[167],{"categories":5532},[121],{"categories":5534},[121],{"categories":5536},[121],{"categories":5538},[],{"categories":5540},[177],{"categories":5542},[177],{"categories":5544},[177],{"categories":5546},[508],{"categories":5548},[265],{"categories":5550},[177],{"categories":5552},[335],{"categories":5554},[191],{"categories":5556},[213],{"categories":5558},[121],{"categories":5560},[265],{"categories":5562},[121],{"categories":5564},[167],{"categories":5566},[],{"categories":5568},[177],{"categories":5570},[121],{"categories":5572},[121],{"categories":5574},[121],{"categories":5576},[121],{"categories":5578},[177],{"categories":5580},[121],{"categories":5582},[121],{"categories":5584},[265],{"categories":5586},[],{"categories":5588},[177],{"categories":5590},[180],{"categories":5592},[213],{"categories":5594},[177],{"categories":5596},[172],{"categories":5598},[],{"categories":5600},[121],{"categories":5602},[121],{"categories":5604},[180],{"categories":5606},[121],{"categories":5608},[177],{"categories":5610},[213],{"categories":5612},[167],{"categories":5614},[335],{"categories":5616},[121],{"categories":5618},[121],{"categories":5620},[121],{"categories":5622},[213],{"categories":5624},[172],{"categories":5626},[121],{"categories":5628},[265],{"categories":5630},[213],{"categories":5632},[335],{"categories":5634},[121],{"categories":5636},[177],{"categories":5638},[],{"categories":5640},[567],{"categories":5642},[],{"categories":5644},[121],{"categories":5646},[335],{"categories":5648},[121],{"categories":5650},[216],{"categories":5652},[121],{"categories":5654},[177],{"categories":5656},[177],{"categories":5658},[5659],"Design News & Tools",{"categories":5661},[121],{"categories":5663},[121],{"categories":5665},[213],{"categories":5667},[121],{"categories":5669},[121],{"categories":5671},[167],{"categories":5673},[177],{"categories":5675},[121],{"categories":5677},[265],{"categories":5679},[177],{"categories":5681},[177],{"categories":5683},[265],{"categories":5685},[121],{"categories":5687},[121],{"categories":5689},[508],{"categories":5691},[177],{"categories":5693},[121],{"categories":5695},[121],{"categories":5697},[508],{"categories":5699},[121],{"categories":5701},[294],{"categories":5703},[121],{"categories":5705},[177],{"categories":5707},[],{"categories":5709},[121],{"categories":5711},[121],{"categories":5713},[121],{"categories":5715},[213],{"categories":5717},[121],{"categories":5719},[167],{"categories":5721},[],{"categories":5723},[121],{"categories":5725},[121],{"categories":5727},[121],{"categories":5729},[191],{"categories":5731},[638],{"categories":5733},[191],{"categories":5735},[265],{"categories":5737},[121],{"categories":5739},[121,177],{"categories":5741},[294,172],{"categories":5743},[191],{"categories":5745},[121],{"categories":5747},[121],{"categories":5749},[121],{"categories":5751},[121],{"categories":5753},[],{"categories":5755},[177],{"categories":5757},[121],{"categories":5759},[],{"categories":5761},[121],{"categories":5763},[191],{"categories":5765},[121],{"categories":5767},[191],{"categories":5769},[],{"categories":5771},[177],{"categories":5773},[121],{"categories":5775},[172],{"categories":5777},[121],{"categories":5779},[213],{"categories":5781},[121],{"categories":5783},[],{"categories":5785},[177],{"categories":5787},[121],{"categories":5789},[],{"categories":5791},[265],{"categories":5793},[121],{"categories":5795},[121],{"categories":5797},[177],{"categories":5799},[121],{"categories":5801},[121],{"categories":5803},[167],{"categories":5805},[177],{"categories":5807},[121],{"categories":5809},[],{"categories":5811},[121],{"categories":5813},[335],{"categories":5815},[294],{"categories":5817},[172],{"categories":5819},[172],{"categories":5821},[121],{"categories":5823},[167],{"categories":5825},[167],{"categories":5827},[121],{"categories":5829},[177],{"categories":5831},[121],{"categories":5833},[121],{"categories":5835},[121],{"categories":5837},[121],{"categories":5839},[191],{"categories":5841},[121],{"categories":5843},[167],{"categories":5845},[121],{"categories":5847},[121],{"categories":5849},[177],{"categories":5851},[121],{"categories":5853},[294],{"categories":5855},[121],{"categories":5857},[213],{"categories":5859},[121],{"categories":5861},[121],{"categories":5863},[177],{"categories":5865},[180],{"categories":5867},[121],{"categories":5869},[121],{"categories":5871},[177],{"categories":5873},[],{"categories":5875},[191],{"categories":5877},[],{"categories":5879},[191],{"categories":5881},[177],{"categories":5883},[167],{"categories":5885},[121],{"categories":5887},[],{"categories":5889},[216],{"categories":5891},[335],{"categories":5893},[121],{"categories":5895},[191],{"categories":5897},[121],{"categories":5899},[],{"categories":5901},[213],{"categories":5903},[177],{"categories":5905},[191],{"categories":5907},[265],{"categories":5909},[172],{"categories":5911},[121],{"categories":5913},[121],{"categories":5915},[177],{"categories":5917},[191],{"categories":5919},[177],{"categories":5921},[213],{"categories":5923},[121],{"categories":5925},[180],{"categories":5927},[167],{"categories":5929},[180],{"categories":5931},[213],{"categories":5933},[121],{"categories":5935},[191],{"categories":5937},[121],{"categories":5939},[265],{"categories":5941},[172],{"categories":5943},[121],{"categories":5945},[121],{"categories":5947},[121],{"categories":5949},[121],{"categories":5951},[121],{"categories":5953},[121],{"categories":5955},[177],{"categories":5957},[121],{"categories":5959},[177],{"categories":5961},[121],{"categories":5963},[121],{"categories":5965},[167],{"categories":5967},[121],{"categories":5969},[177],{"categories":5971},[177],{"categories":5973},[265],{"categories":5975},[177],{"categories":5977},[177],{"categories":5979},[121],{"categories":5981},[167],{"categories":5983},[177],{"categories":5985},[265],{"categories":5987},[],{"categories":5989},[121],{"categories":5991},[216],{"categories":5993},[508],{"categories":5995},[121],{"categories":5997},[177],{"categories":5999},[121],{"categories":6001},[121],{"categories":6003},[191],{"categories":6005},[121],{"categories":6007},[],{"categories":6009},[121],{"categories":6011},[177],{"categories":6013},[121],{"categories":6015},[294],{"categories":6017},[121],{"categories":6019},[191],{"categories":6021},[121],{"categories":6023},[213],{"categories":6025},[177],{"categories":6027},[121],{"categories":6029},[294],{"categories":6031},[177],{"categories":6033},[172],{"categories":6035},[172],{"categories":6037},[121],{"categories":6039},[121],{"categories":6041},[121],{"categories":6043},[121],{"categories":6045},[121],{"categories":6047},[121],{"categories":6049},[167],{"categories":6051},[],{"categories":6053},[121],{"categories":6055},[121],{"categories":6057},[177],{"categories":6059},[177],{"categories":6061},[121],{"categories":6063},[121],{"categories":6065},[121],{"categories":6067},[121],{"categories":6069},[121],{"categories":6071},[191],{"categories":6073},[],{"categories":6075},[167],{"categories":6077},[121],{"categories":6079},[121],{"categories":6081},[177],{"categories":6083},[177],{"categories":6085},[],{"categories":6087},[191],{"categories":6089},[191],{"categories":6091},[121],{"categories":6093},[294],{"categories":6095},[172],{"categories":6097},[265],{"categories":6099},[],{"categories":6101},[121],{"categories":6103},[177],{"categories":6105},[167],{"categories":6107},[121],{"categories":6109},[121],{"categories":6111},[191],{"categories":6113},[167],{"categories":6115},[121],{"categories":6117},[121],{"categories":6119},[213],{"categories":6121},[216],{"categories":6123},[121],{"categories":6125},[213],{"categories":6127},[177],{"categories":6129},[121],{"categories":6131},[],{"categories":6133},[213],{"categories":6135},[177],{"categories":6137},[265],{"categories":6139},[216],{"categories":6141},[121],{"categories":6143},[121],{"categories":6145},[],{"categories":6147},[177],{"categories":6149},[177],{"categories":6151},[177],{"categories":6153},[3187],{"categories":6155},[213],{"categories":6157},[121],{"categories":6159},[191],{"categories":6161},[121],{"categories":6163},[121],{"categories":6165},[121],{"categories":6167},[121],{"categories":6169},[121],{"categories":6171},[172],{"categories":6173},[121],{"categories":6175},[167],{"categories":6177},[1850],{"categories":6179},[335],{"categories":6181},[167],{"categories":6183},[],{"categories":6185},[121],{"categories":6187},[],{"categories":6189},[213],{"categories":6191},[177],{"categories":6193},[265],{"categories":6195},[121],{"categories":6197},[121],{"categories":6199},[121],{"categories":6201},[213],{"categories":6203},[],{"categories":6205},[177],{"categories":6207},[121],{"categories":6209},[177],{"categories":6211},[177],{"categories":6213},[],{"categories":6215},[121],{"categories":6217},[],{"categories":6219},[213],{"categories":6221},[167],{"categories":6223},[265],{"categories":6225},[121],{"categories":6227},[177],{"categories":6229},[213],{"categories":6231},[121],{"categories":6233},[213],{"categories":6235},[],{"categories":6237},[213],{"categories":6239},[121],{"categories":6241},[167],{"categories":6243},[508],{"categories":6245},[177],{"categories":6247},[121],{"categories":6249},[],{"categories":6251},[191],{"categories":6253},[177],{"categories":6255},[180],{"categories":6257},[177],{"categories":6259},[167],{"categories":6261},[121],{"categories":6263},[121],{"categories":6265},[],{"categories":6267},[],{"categories":6269},[],{"categories":6271},[265],{"categories":6273},[121],{"categories":6275},[177],{"categories":6277},[121],{"categories":6279},[121],{"categories":6281},[],{"categories":6283},[],{"categories":6285},[],{"categories":6287},[121],{"categories":6289},[177],{"categories":6291},[265],{"categories":6293},[121],{"categories":6295},[],{"categories":6297},[177],{"categories":6299},[121],{"categories":6301},[121],{"categories":6303},[167],{"categories":6305},[],{"categories":6307},[],{"categories":6309},[121],{"categories":6311},[121],{"categories":6313},[177],{"categories":6315},[265],{"categories":6317},[121],{"categories":6319},[213],{"categories":6321},[],{"categories":6323},[121],{"categories":6325},[121],{"categories":6327},[294],{"categories":6329},[213],{"categories":6331},[294],{"categories":6333},[216],{"categories":6335},[121],{"categories":6337},[121],{"categories":6339},[],{"categories":6341},[],{"categories":6343},[177],{"categories":6345},[],{"categories":6347},[121],{"categories":6349},[508],{"categories":6351},[121],{"categories":6353},[121],{"categories":6355},[121],{"categories":6357},[121],{"categories":6359},[],{"categories":6361},[177],{"categories":6363},[121],{"categories":6365},[121],{"categories":6367},[],{"categories":6369},[177],{"categories":6371},[121],{"categories":6373},[213],{"categories":6375},[121],{"categories":6377},[294],{"categories":6379},[172],{"categories":6381},[180],{"categories":6383},[121],{"categories":6385},[121],{"categories":6387},[177],{"categories":6389},[216],{"categories":6391},[177],{"categories":6393},[177],{"categories":6395},[],{"categories":6397},[121],{"categories":6399},[177],{"categories":6401},[],{"categories":6403},[121],{"categories":6405},[],{"categories":6407},[213],{"categories":6409},[172],{"categories":6411},[],{"categories":6413},[121],{"categories":6415},[121],{"categories":6417},[121],{"categories":6419},[],{"categories":6421},[177],{"categories":6423},[265],{"categories":6425},[167],{"categories":6427},[121],{"categories":6429},[],{"categories":6431},[172],{"categories":6433},[294],{"categories":6435},[121],{"categories":6437},[191],{"categories":6439},[167],{"categories":6441},[216],{"categories":6443},[172],{"categories":6445},[191],{"categories":6447},[177],{"categories":6449},[191],{"categories":6451},[],{"categories":6453},[121],{"categories":6455},[180],{"categories":6457},[121],{"categories":6459},[],{"categories":6461},[177],{"categories":6463},[167],{"categories":6465},[265],{"categories":6467},[121],{"categories":6469},[167],{"categories":6471},[177],{"categories":6473},[335],{"categories":6475},[121],{"categories":6477},[121],{"categories":6479},[121],{"categories":6481},[121],{"categories":6483},[121],{"categories":6485},[167],{"categories":6487},[121],{"categories":6489},[191],{"categories":6491},[216],{"categories":6493},[177],{"categories":6495},[],{"categories":6497},[121],{"categories":6499},[121],{"categories":6501},[121],{"categories":6503},[191],{"categories":6505},[177],{"categories":6507},[213],{"categories":6509},[191],{"categories":6511},[121],{"categories":6513},[180],{"categories":6515},[],{"categories":6517},[265],{"categories":6519},[191],{"categories":6521},[213],{"categories":6523},[121],{"categories":6525},[167],{"categories":6527},[177],{"categories":6529},[121],{"categories":6531},[121],{"categories":6533},[177],{"categories":6535},[180],{"categories":6537},[121],{"categories":6539},[177],{"categories":6541},[121],{"categories":6543},[172],{"categories":6545},[177],{"categories":6547},[177,335],{"categories":6549},[121],{"categories":6551},[121],{"categories":6553},[177],{"categories":6555},[191],{"categories":6557},[121],{"categories":6559},[121],{"categories":6561},[216],{"categories":6563},[177],{"categories":6565},[294],{"categories":6567},[177],{"categories":6569},[172],{"categories":6571},[],{"categories":6573},[177],{"categories":6575},[121],{"categories":6577},[172],{"categories":6579},[],{"categories":6581},[],{"categories":6583},[191],{"categories":6585},[121],{"categories":6587},[121],{"categories":6589},[177],{"categories":6591},[216],{"categories":6593},[294],{"categories":6595},[121],{"categories":6597},[121],{"categories":6599},[121],{"categories":6601},[177],{"categories":6603},[],{"categories":6605},[177],{"categories":6607},[213],{"categories":6609},[121],{"categories":6611},[177],{"categories":6613},[177],{"categories":6615},[121],{"categories":6617},[],{"categories":6619},[213],{"categories":6621},[191],{"categories":6623},[3187],{"categories":6625},[167],{"categories":6627},[191],{"categories":6629},[121],{"categories":6631},[177],{"categories":6633},[121],{"categories":6635},[121],{"categories":6637},[294],{"categories":6639},[191],{"categories":6641},[216],{"categories":6643},[],{"categories":6645},[213],{"categories":6647},[121],{"categories":6649},[121],{"categories":6651},[],{"categories":6653},[177],{"categories":6655},[121],{"categories":6657},[121],{"categories":6659},[121],{"categories":6661},[121],{"categories":6663},[177],{"categories":6665},[121],{"categories":6667},[121],{"categories":6669},[121],{"categories":6671},[180],{"categories":6673},[121],{"categories":6675},[177],{"categories":6677},[121],{"categories":6679},[121],{"categories":6681},[121],{"categories":6683},[121],{"categories":6685},[121],{"categories":6687},[121],{"categories":6689},[121],{"categories":6691},[172],{"categories":6693},[],{"categories":6695},[180],{"categories":6697},[213],{"categories":6699},[177],{"categories":6701},[121],{"categories":6703},[191],{"categories":6705},[],{"categories":6707},[191],{"categories":6709},[191],{"categories":6711},[177],{"categories":6713},[191],{"categories":6715},[121],{"categories":6717},[121],{"categories":6719},[121],{"categories":6721},[177],{"categories":6723},[191],{"categories":6725},[121],{"categories":6727},[121],{"categories":6729},[121],{"categories":6731},[177],{"categories":6733},[213],{"categories":6735},[121],{"categories":6737},[121],{"categories":6739},[121],{"categories":6741},[172],{"categories":6743},[121],{"categories":6745},[177],{"categories":6747},[265],{"categories":6749},[],{"categories":6751},[121],{"categories":6753},[216],{"categories":6755},[177],{"categories":6757},[121],{"categories":6759},[121],{"categories":6761},[],{"categories":6763},[121],{"categories":6765},[121],{"categories":6767},[213],{"categories":6769},[121],{"categories":6771},[121],{"categories":6773},[177],{"categories":6775},[294],{"categories":6777},[],{"categories":6779},[],{"categories":6781},[191],{"categories":6783},[121],{"categories":6785},[121],{"categories":6787},[213],{"categories":6789},[121],{"categories":6791},[191],{"categories":6793},[213],{"categories":6795},[121],{"categories":6797},[121],{"categories":6799},[294],{"categories":6801},[216],{"categories":6803},[121],{"categories":6805},[121],{"categories":6807},[167],{"categories":6809},[177],{"categories":6811},[121],{"categories":6813},[121],{"categories":6815},[177],{"categories":6817},[172],{"categories":6819},[177],{"categories":6821},[191],{"categories":6823},[121],{"categories":6825},[172],{"categories":6827},[],{"categories":6829},[121],{"categories":6831},[216],{"categories":6833},[121],{"categories":6835},[121],{"categories":6837},[],{"categories":6839},[213],{"categories":6841},[121],{"categories":6843},[177],{"categories":6845},[216],{"categories":6847},[121],{"categories":6849},[191],{"categories":6851},[191],{"categories":6853},[191],{"categories":6855},[121],{"categories":6857},[177],{"categories":6859},[177],{"categories":6861},[121],{"categories":6863},[177],{"categories":6865},[121],{"categories":6867},[121],{"categories":6869},[265],{"categories":6871},[216],{"categories":6873},[216],{"categories":6875},[],{"categories":6877},[213],{"categories":6879},[121],{"categories":6881},[121],{"categories":6883},[191],{"categories":6885},[],{"categories":6887},[213],{"categories":6889},[213],{"categories":6891},[213],{"categories":6893},[],{"categories":6895},[177],{"categories":6897},[121],{"categories":6899},[],{"categories":6901},[167],{"categories":6903},[172],{"categories":6905},[],{"categories":6907},[121],{"categories":6909},[121],{"categories":6911},[],{"categories":6913},[191],{"categories":6915},[],{"categories":6917},[],{"categories":6919},[],{"categories":6921},[],{"categories":6923},[121],{"categories":6925},[213],{"categories":6927},[],{"categories":6929},[],{"categories":6931},[121],{"categories":6933},[121],{"categories":6935},[121],{"categories":6937},[216],{"categories":6939},[121],{"categories":6941},[216],{"categories":6943},[],{"categories":6945},[216],{"categories":6947},[216],{"categories":6949},[335],{"categories":6951},[177],{"categories":6953},[191],{"categories":6955},[],{"categories":6957},[],{"categories":6959},[216],{"categories":6961},[191],{"categories":6963},[191],{"categories":6965},[191],{"categories":6967},[],{"categories":6969},[167],{"categories":6971},[191],{"categories":6973},[191],{"categories":6975},[167],{"categories":6977},[191],{"categories":6979},[172],{"categories":6981},[191],{"categories":6983},[191],{"categories":6985},[191],{"categories":6987},[216],{"categories":6989},[213],{"categories":6991},[213],{"categories":6993},[121],{"categories":6995},[191],{"categories":6997},[216],{"categories":6999},[335],{"categories":7001},[216],{"categories":7003},[216],{"categories":7005},[216],{"categories":7007},[],{"categories":7009},[172],{"categories":7011},[],{"categories":7013},[335],{"categories":7015},[191],{"categories":7017},[191],{"categories":7019},[191],{"categories":7021},[177],{"categories":7023},[213,172],{"categories":7025},[216],{"categories":7027},[],{"categories":7029},[],{"categories":7031},[216],{"categories":7033},[],{"categories":7035},[216],{"categories":7037},[213],{"categories":7039},[177],{"categories":7041},[],{"categories":7043},[191],{"categories":7045},[121],{"categories":7047},[265],{"categories":7049},[],{"categories":7051},[121],{"categories":7053},[],{"categories":7055},[213],{"categories":7057},[167],{"categories":7059},[216],{"categories":7061},[],{"categories":7063},[191],{"categories":7065},[213],[7067,7156,7265,7394],{"id":7068,"title":7069,"ai":7070,"body":7076,"categories":7120,"created_at":122,"date_modified":122,"description":112,"extension":123,"faq":122,"featured":124,"kicker_label":122,"meta":7121,"navigation":144,"path":7139,"published_at":7140,"question":122,"scraped_at":7141,"seo":7142,"sitemap":7143,"source_id":7144,"source_name":7145,"source_type":7146,"source_url":7147,"stem":7148,"tags":7149,"thumbnail_url":7151,"tldr":7152,"tweet":7153,"unknown_tags":7154,"__hash__":7155},"summaries\u002Fsummaries\u002Fa337a17ebad6679e-the-state-of-ai-models-moats-and-the-consumer-rena-summary.md","The State of AI: Models, Moats, and the Consumer Renaissance",{"provider":7,"model":7071,"input_tokens":7072,"output_tokens":7073,"processing_time_ms":7074,"cost_usd":7075},"google\u002Fgemini-3.1-flash-lite",8832,823,4146,0.0034425,{"type":14,"value":7077,"toc":7113},[7078,7082,7085,7089,7092,7096,7099,7103,7106,7110],[17,7079,7081],{"id":7080},"the-model-landscape-a-multi-winner-future","The Model Landscape: A Multi-Winner Future",[22,7083,7084],{},"Anish Acharya argues against the idea of a single dominant AI model provider, suggesting instead that we are entering a \"many winners\" era. The rapid rise of XAI alongside established players like Anthropic and OpenAI demonstrates that the market is not a zero-sum game. Models are increasingly specializing, with distinct \"personalities\"—some models excel at creative, open-ended tasks, while others are better suited for literal, high-precision work like accounting. This specialization means that developers will increasingly use multiple models within a single application to achieve optimal results.",[17,7086,7088],{"id":7087},"the-application-layer-as-the-productization-of-intelligence","The Application Layer as the Productization of Intelligence",[22,7090,7091],{},"Intelligence is a primitive, similar to cloud computing. Just as Salesforce built a business by turning AWS infrastructure into a tailored CRM, the current AI opportunity lies in the application layer. Successful companies are not just wrapping models; they are building \"product containers\" that solve specific economic problems for industries. For example, coding tools like Cursor or Replit package the same \"coding intelligence\" primitive in different ways to serve different user segments, from professional engineers to small business owners.",[17,7093,7095],{"id":7094},"the-persistence-of-traditional-moats","The Persistence of Traditional Moats",[22,7097,7098],{},"Contrary to the narrative that AI destroys competitive advantages, Acharya contends that traditional moats—network effects, distribution, and brand—remain as powerful as ever. An AI-powered app does not automatically make a company like Nike less valuable. The real risk is to \"integration moats,\" where legacy software providers relied on the complexity of their systems to lock in customers. Coding agents are effectively lowering the barrier to entry for migrating away from these complex systems, putting pressure on traditional SIs and GSIs.",[17,7100,7102],{"id":7101},"the-rise-of-autonomous-business-loops","The Rise of Autonomous Business Loops",[22,7104,7105],{},"We are moving from simple prompt-based interactions to \"models in loops.\" An agent is essentially a model with memory and tool access that can execute multi-step workflows. In software engineering, this means bugs can be reported, reproduced, fixed, and shipped autonomously. Acharya envisions this pattern extending to procurement, pricing, and eventually high-level business strategy, where AI identifies cross-cutting opportunities that a human might miss.",[17,7107,7109],{"id":7108},"consumer-ai-and-the-renaissance-of-builders","Consumer AI and the Renaissance of Builders",[22,7111,7112],{},"We are entering a new phase of consumer AI characterized by personal agents capable of resourcefulness. These agents can handle complex, multi-step tasks like shopping or managing inboxes. This shift is enabling a new generation of small businesses and \"luxury software\" products that provide high-value outcomes for consumers. The biggest risk for founders today is not over-ambition, but rather thinking too small about what these agents can actually accomplish.",{"title":112,"searchDepth":113,"depth":113,"links":7114},[7115,7116,7117,7118,7119],{"id":7080,"depth":113,"text":7081},{"id":7087,"depth":113,"text":7088},{"id":7094,"depth":113,"text":7095},{"id":7101,"depth":113,"text":7102},{"id":7108,"depth":113,"text":7109},[121],{"content_references":7122,"triage":7137},[7123,7128,7131,7133,7135],{"type":7124,"title":7125,"author":7126,"context":7127},"book","7 Powers: The Foundations of Business Strategy","Hamilton Helmer","recommended",{"type":7129,"title":7130,"context":131},"tool","GrokBot",{"type":7129,"title":7132,"context":131},"Cursor",{"type":7129,"title":7134,"context":131},"Harvey",{"type":7129,"title":7136,"context":131},"Decagon",{"relevance":140,"novelty":141,"quality":140,"actionability":141,"composite":142,"reasoning":7138},"Category: AI & LLMs. The article discusses the evolving landscape of AI models and their application in product development, which directly addresses the audience's interest in AI-powered product building. It provides insights into how developers can leverage specialized models, though it lacks specific actionable steps for implementation.","\u002Fsummaries\u002Fa337a17ebad6679e-the-state-of-ai-models-moats-and-the-consumer-rena-summary","2026-08-26 14:30:27","2026-08-27 03:12:29",{"title":7069,"description":112},{"loc":7139},"a337a17ebad6679e","a16z (Andreessen Horowitz)","video","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=zEZ0rQ8Ef-Y","summaries\u002Fa337a17ebad6679e-the-state-of-ai-models-moats-and-the-consumer-rena-summary",[158,156,157,7150],"ai-llms","https:\u002F\u002Fi.ytimg.com\u002Fvi\u002FzEZ0rQ8Ef-Y\u002Fhqdefault.jpg","AI intelligence is a primitive, not a commodity. The future belongs to application builders who aggregate specialized models to solve industry-specific problems, leveraging traditional moats like brand and distribution while automating complex business loops.","This is a high-level venture capital discussion about the current state of the AI market, focusing on why traditional business moats like network effects and brand remain relevant despite the rapid evolution of models. The speakers argue that we are entering a \"many winners\" era for model providers and a new phase for consumer-facing agents, while cautioning that enterprise software remains a harder nut to crack due to high precision requirements.",[7150],"fzI8wXL5z_lFjf8De6XA9jOCfJuwyJ9AAWoxKUe38U8",{"id":7157,"title":7158,"ai":7159,"body":7164,"categories":7238,"created_at":122,"date_modified":122,"description":112,"extension":123,"faq":122,"featured":124,"kicker_label":122,"meta":7239,"navigation":144,"path":7250,"published_at":7251,"question":122,"scraped_at":7252,"seo":7253,"sitemap":7254,"source_id":7255,"source_name":7256,"source_type":7146,"source_url":7257,"stem":7258,"tags":7259,"thumbnail_url":7260,"tldr":7261,"tweet":7262,"unknown_tags":7263,"__hash__":7264},"summaries\u002Fsummaries\u002F4c132f9b7923b95b-building-vertical-ai-why-domain-expertise-beats-mo-summary.md","Building Vertical AI: Why Domain Expertise Beats Model Infrastructure",{"provider":7,"model":7071,"input_tokens":7160,"output_tokens":7161,"processing_time_ms":7162,"cost_usd":7163},8171,651,3235,0.00301925,{"type":14,"value":7165,"toc":7233},[7166,7170,7173,7177,7180,7226,7230],[17,7167,7169],{"id":7168},"the-failure-of-model-first-vertical-ai","The Failure of 'Model-First' Vertical AI",[22,7171,7172],{},"Many vertical AI projects fail because engineers treat them like general-purpose software. While engineers can easily judge the quality of generated code, they lack the specialized intuition required to evaluate outputs in fields like finance or pharma. Attempting to use an LLM as a judge is a common mistake; models are statistical predictors that lack the causal understanding required to identify 'alpha' in finance or viable drug candidates in pharma. Because these industries intentionally withhold data to maintain competitive advantages, general-purpose models are fundamentally incapable of reasoning through these niche problems.",[17,7174,7176],{"id":7175},"the-seven-step-path-to-production","The Seven-Step Path to Production",[22,7178,7179],{},"To build vertical AI that actually delivers ROI, builders should follow a disciplined process:",[7181,7182,7183,7190,7196,7202,7208,7214,7220],"ol",{},[81,7184,7185,7189],{},[7186,7187,7188],"strong",{},"Formulate a Narrow Problem:"," Avoid general-purpose agents. Define a specific, constrained task (e.g., ranking stocks by capital expenditure rather than 'finding market opportunities').",[81,7191,7192,7195],{},[7186,7193,7194],{},"Curate Proprietary Data:"," Public data is a commodity. The real value lies in unstructured, internal data—such as failed experiments in pharma or historical trade theses in finance.",[81,7197,7198,7201],{},[7186,7199,7200],{},"Model the Workflow:"," Encode the mental model of an expert into the prompt, breaking the task into logical, sequential steps.",[81,7203,7204,7207],{},[7186,7205,7206],{},"Implement Observability:"," Use traces to debug performance. This is the 'easy' part that fits on one screen.",[81,7209,7210,7213],{},[7186,7211,7212],{},"Hire the User:"," This is the critical pivot. You cannot iterate on what you cannot judge. Hiring a domain expert (e.g., a senior scientist or trader) is the only way to bridge the gap between a demo and a production-ready tool.",[81,7215,7216,7219],{},[7186,7217,7218],{},"Build a Learning Loop:"," The expert curates sources, refines prompts, and performs error analysis. This loop generates a proprietary dataset of what works and what does not.",[81,7221,7222,7225],{},[7186,7223,7224],{},"Ship for ROI:"," Only move to production when the tool demonstrably saves time or generates revenue.",[17,7227,7229],{"id":7228},"ai-in-the-loop-aitl","AI in the Loop (AITL)",[22,7231,7232],{},"Rather than 'Human-in-the-loop,' vertical AI should be viewed as 'AI-in-the-loop.' The expert remains the final decision-maker, while the AI acts as a high-speed assistant that filters candidates or synthesizes data. The moat is never the infrastructure or the model—both are commodities. The moat is the combination of domain-specific data and the expert judgment required to refine the system's performance over time.",{"title":112,"searchDepth":113,"depth":113,"links":7234},[7235,7236,7237],{"id":7168,"depth":113,"text":7169},{"id":7175,"depth":113,"text":7176},{"id":7228,"depth":113,"text":7229},[121],{"content_references":7240,"triage":7246},[7241],{"type":7242,"title":7243,"author":7244,"context":7245},"report","AI Index Report","Stanford University","cited",{"relevance":7247,"novelty":140,"quality":140,"actionability":7247,"composite":7248,"reasoning":7249},5,4.55,"Category: Product Strategy. The article provides a structured approach to building vertical AI, addressing the pain point of needing domain expertise to ensure quality outputs. The seven-step path to production offers actionable steps that builders can implement immediately.","\u002Fsummaries\u002F4c132f9b7923b95b-building-vertical-ai-why-domain-expertise-beats-mo-summary","2026-08-19 17:00:31","2026-08-20 03:11:53",{"title":7158,"description":112},{"loc":7250},"4c132f9b7923b95b","AI Engineer","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=Yphdry8ttAQ","summaries\u002F4c132f9b7923b95b-building-vertical-ai-why-domain-expertise-beats-mo-summary",[156,158,157,7150],"https:\u002F\u002Fi.ytimg.com\u002Fvi\u002FYphdry8ttAQ\u002Fhqdefault.jpg","Vertical AI projects often fail because engineers lack the domain expertise to judge output quality. The solution is to hire the end-user to build a learning loop, as proprietary data and expert judgment—not the model itself—are the only true moats.","This talk outlines a practical framework for building vertical AI by arguing that the model and infrastructure are commodities, while the real moat is domain-specific data and expert judgment. The speaker explains why engineers cannot effectively iterate on specialized tools without \"hiring the user\"—embedding a domain expert into the loop to curate data, sharpen prompts, and perform the error analysis that models cannot yet replicate.",[7150],"qlzn3a2_6yqcAsQ4g7LZXzqQZWzSYF8p08McG-SjLN8",{"id":7266,"title":7267,"ai":7268,"body":7273,"categories":7369,"created_at":122,"date_modified":122,"description":112,"extension":123,"faq":122,"featured":124,"kicker_label":122,"meta":7370,"navigation":144,"path":7379,"published_at":7380,"question":122,"scraped_at":7381,"seo":7382,"sitemap":7383,"source_id":7384,"source_name":7145,"source_type":7146,"source_url":7385,"stem":7386,"tags":7387,"thumbnail_url":7389,"tldr":7390,"tweet":7391,"unknown_tags":7392,"__hash__":7393},"summaries\u002Fsummaries\u002F46b39246fb056748-stripe-s-ai-strategy-building-more-not-just-cuttin-summary.md","Stripe's AI Strategy: Building More, Not Just Cutting Costs",{"provider":7,"model":7071,"input_tokens":7269,"output_tokens":7270,"processing_time_ms":7271,"cost_usd":7272},8992,976,4394,0.003712,{"type":14,"value":7274,"toc":7361},[7275,7279,7282,7286,7289,7293,7296,7300,7303,7305,7343,7347],[17,7276,7278],{"id":7277},"the-shift-to-agentic-productivity","The Shift to Agentic Productivity",[22,7280,7281],{},"Stripe has moved beyond being a simple payment processor to a multi-product financial infrastructure platform. A core driver of this evolution is the integration of AI, which Stripe uses not to shrink its workforce, but to increase the output of its existing teams. Will Gaybrick, President of Product & Business at Stripe, emphasizes that the company views AI as a tool for growth—adopting a \"build everything\" philosophy to address long-standing user requests that were previously too costly or time-consuming to tackle.",[17,7283,7285],{"id":7284},"stripe-minions-scaling-engineering-output","Stripe Minions: Scaling Engineering Output",[22,7287,7288],{},"Stripe’s internal developer tooling, branded as \"Stripe Minions,\" has become a critical component of their shipping velocity. Minions are AI agents capable of one-shot code generation, handling tasks from initial prompt to CI\u002FCD and testing. The impact has been dramatic: in early 2024, Minions were generating 1,200 pull requests (PRs) per week. By the time of the interview, that number had surged to 7,000 PRs per week, accounting for approximately 30% of all PRs at the company. This shift allows engineers to focus on high-level architecture while agents handle the implementation, effectively turning senior engineers into \"orchestrators\" of multiple agents.",[17,7290,7292],{"id":7291},"founder-like-agency-and-team-structure","Founder-Like Agency and Team Structure",[22,7294,7295],{},"Stripe maintains a culture that prioritizes \"founder-like agency.\" By providing engineers with powerful AI tools, the company has flattened its organizational structure. Rather than needing large teams to manage complex projects, Stripe is finding that smaller, highly empowered teams can achieve significantly more. The goal is to remove the \"morass of centralized processes\" and overhead, allowing individual contributors to act with the speed and autonomy of a startup founder. This approach extends to their acquisition strategy, where they integrate founders of acquired companies into leadership roles to maintain that entrepreneurial DNA.",[17,7297,7299],{"id":7298},"the-future-of-agentic-commerce","The Future of Agentic Commerce",[22,7301,7302],{},"Looking ahead, Stripe is preparing for a world where AI agents are not just building software, but are active participants in commerce. This \"agentic commerce\" will likely lead to the disappearance of traditional checkout pages and the potential resurgence of micropayments. As AI agents begin to purchase services and software from other machines, the infrastructure of the internet must evolve to support these high-frequency, machine-to-machine transactions. Stripe is positioning its financial platform to be the underlying layer for this global, agent-driven economy.",[17,7304,76],{"id":75},[78,7306,7307,7313,7319,7325,7331,7337],{},[81,7308,7309,7312],{},[7186,7310,7311],{},"Growth over Cost-Cutting:"," Use AI productivity gains to increase output and capture more market share rather than simply reducing headcount.",[81,7314,7315,7318],{},[7186,7316,7317],{},"One-Shot Agent Workflows:"," Aim for agentic workflows that handle the full lifecycle (coding, testing, deployment) to minimize iteration loops and planning overhead.",[81,7320,7321,7324],{},[7186,7322,7323],{},"Empower Senior Engineers:"," Treat senior engineers as product leaders who can leverage AI to perform the work previously requiring entire teams.",[81,7326,7327,7330],{},[7186,7328,7329],{},"Flatten the Org:"," As individual productivity increases, reduce management layers to maintain speed and agility.",[81,7332,7333,7336],{},[7186,7334,7335],{},"Win Startups, Then Win Them Again:"," Focus on serving the most demanding users (startups) to build a superior product, then scale that quality to enterprise-level requirements.",[81,7338,7339,7342],{},[7186,7340,7341],{},"Internal Knowledge Tools:"," Deploy internal AI tools (like Stripe's \"Kai\") to boost the productivity of non-engineering teams, such as sales and operations, to improve overall company efficiency.",[17,7344,7346],{"id":7345},"notable-quotes","Notable Quotes",[78,7348,7349,7352,7355,7358],{},[81,7350,7351],{},"\"If you want to ship more and build faster you have to create founder-like agency inside your company.\"",[81,7353,7354],{},"\"The best way to optimize your cost structure is to grow more.\"",[81,7356,7357],{},"\"You're not going to iterate, you're not going into planning mode, you're just going to say 'this is what I want, go do it.' That's kind of where the world is going.\"",[81,7359,7360],{},"\"Startups just make us better by being the fastest, by being most demanding.\"",{"title":112,"searchDepth":113,"depth":113,"links":7362},[7363,7364,7365,7366,7367,7368],{"id":7277,"depth":113,"text":7278},{"id":7284,"depth":113,"text":7285},{"id":7291,"depth":113,"text":7292},{"id":7298,"depth":113,"text":7299},{"id":75,"depth":113,"text":76},{"id":7345,"depth":113,"text":7346},[121],{"content_references":7371,"triage":7376},[7372,7374],{"type":7129,"title":7373,"context":7127},"Stripe Minions",{"type":7129,"title":7375,"context":131},"Kai",{"relevance":7247,"novelty":140,"quality":140,"actionability":140,"composite":7377,"reasoning":7378},4.35,"Category: Product Strategy. The article discusses Stripe's innovative use of AI to enhance productivity and shipping velocity, addressing a key pain point for product-minded builders who seek to understand how AI can transform product strategy. It provides specific examples, such as the 'Stripe Minions' tool, which showcases actionable insights into AI integration in product development.","\u002Fsummaries\u002F46b39246fb056748-stripe-s-ai-strategy-building-more-not-just-cuttin-summary","2026-08-17 14:30:20","2026-08-18 03:10:06",{"title":7267,"description":112},{"loc":7379},"46b39246fb056748","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=P5iICDVn5gc","summaries\u002F46b39246fb056748-stripe-s-ai-strategy-building-more-not-just-cuttin-summary",[7388,156,158,157],"ai-tools","https:\u002F\u002Fi.ytimg.com\u002Fvi\u002FP5iICDVn5gc\u002Fhqdefault.jpg","Stripe is using AI to radically increase internal productivity, enabling them to ship more products faster by empowering senior engineers with agentic tools rather than simply reducing headcount.","This conversation between [a16z](https:\u002F\u002Ftwitter.com\u002Fa16z) and Stripe’s Will Gaybrick covers how Stripe is using internal AI agents to increase engineering velocity and manage fraud at scale. It’s a high-level look at their shift toward \"agentic commerce\" and why they believe the falling cost of software development will fundamentally change how companies scale.",[],"nza3di41PxQrT4uftIeCEG4dn8phMQeKVaYY2wjSnv0",{"id":7395,"title":7396,"ai":7397,"body":7402,"categories":7443,"created_at":122,"date_modified":122,"description":112,"extension":123,"faq":122,"featured":124,"kicker_label":122,"meta":7444,"navigation":144,"path":7451,"published_at":7452,"question":122,"scraped_at":7453,"seo":7454,"sitemap":7455,"source_id":7456,"source_name":7145,"source_type":7146,"source_url":7457,"stem":7458,"tags":7459,"thumbnail_url":122,"tldr":7460,"tweet":7461,"unknown_tags":7462,"__hash__":7463},"summaries\u002Fsummaries\u002Fcec390e5bd319891-building-an-ai-native-organization-the-kavak-agent-summary.md","Building an AI-Native Organization: The Kavak Agentic Strategy",{"provider":7,"model":7071,"input_tokens":7398,"output_tokens":7399,"processing_time_ms":7400,"cost_usd":7401},8681,715,4225,0.00324275,{"type":14,"value":7403,"toc":7437},[7404,7408,7411,7415,7418,7422,7430,7434],[17,7405,7407],{"id":7406},"the-shift-to-agentic-architecture","The Shift to Agentic Architecture",[22,7409,7410],{},"Ali Masri, Head of AI at Kavak, argues that the future of organizational structure lies in agentic systems rather than human-centric workflows. Instead of merely integrating LLMs into existing processes, Kavak redesigned its entire infrastructure to support agents that act as long-term stewards for each customer. Every customer interaction spawns a dedicated agent with its own virtual machine, memory of past interactions, and a clear mandate to maximize lifetime value. These agents are not simple chatbots; they are goal-oriented entities that can plan, execute, and learn across days or weeks.",[17,7412,7414],{"id":7413},"the-primacy-of-evaluation-evals","The Primacy of Evaluation (Evals)",[22,7416,7417],{},"Masri emphasizes that the primary bottleneck for AI adoption is not model capability, but the quality of evaluation frameworks. Kavak treats evals as a first-class citizen, dedicating equal engineering time and resources to building evaluation systems as they do to the agents themselves. By measuring business outcomes—such as conversion rates and customer lifetime value—rather than superficial metrics like call duration, the company creates a tight feedback loop. This allows the system to learn from failures: when an agent hits a wall, the data is captured, analyzed, and used to improve the entire fleet of 200,000 daily agents.",[17,7419,7421],{"id":7420},"organizational-transformation-and-the-jedi-academy","Organizational Transformation and the Jedi Academy",[22,7423,7424,7425,7429],{},"To facilitate this transition, Kavak implemented a top-down mandate known as the \"Jedi Academy.\" This program trains everyone from the CEO to mechanics in the art of building and collaborating with AI agents. Masri stresses that this is not optional; it is a fundamental shift in how the company operates. The organizational structure has become flatter and more senior-heavy, with teams either building agents, managing agent skills, or operating in the physical world where human dexterity remains superior. In this new reality, agents often act as \"sidekicks\" (like the character in ",[7426,7427,7428],"em",{},"Ratatouille",") to physical workers, providing real-time guidance that has significantly reduced warranty claims and improved repair quality.",[17,7431,7433],{"id":7432},"redefining-leadership-and-roles","Redefining Leadership and Roles",[22,7435,7436],{},"Perhaps the most radical experiment at Kavak was the deployment of an AI \"CEO\" for a specific city. Tasked with maximizing profitability, the agent managed inventory, pricing, and personnel, successfully increasing profits by 50% in six weeks. This experiment demonstrated that even high-level strategic roles are susceptible to AI augmentation. Masri argues that leaders must stop treating AI as a hackathon project and instead define a clear, multi-year vision for what their company will look like in an agent-first world.",{"title":112,"searchDepth":113,"depth":113,"links":7438},[7439,7440,7441,7442],{"id":7406,"depth":113,"text":7407},{"id":7413,"depth":113,"text":7414},{"id":7420,"depth":113,"text":7421},{"id":7432,"depth":113,"text":7433},[121],{"content_references":7445,"triage":7449},[7446],{"type":7129,"title":7447,"url":7448,"context":131},"Kavak","https:\u002F\u002Fkavak.com",{"relevance":7247,"novelty":140,"quality":140,"actionability":140,"composite":7377,"reasoning":7450},"Category: Product Strategy. The article discusses a comprehensive approach to transforming an organization into an AI-native entity, addressing the audience's pain points about integrating AI into workflows. It provides insights into the evaluation frameworks and training programs that support this transformation, making it actionable for product builders.","\u002Fsummaries\u002Fcec390e5bd319891-building-an-ai-native-organization-the-kavak-agent-summary","2026-08-10 14:30:04","2026-08-11 03:21:29",{"title":7396,"description":112},{"loc":7451},"cec390e5bd319891","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=n34CIw3gk1k","summaries\u002Fcec390e5bd319891-building-an-ai-native-organization-the-kavak-agent-summary",[156,7388,158,157],"Kavak transformed into an AI-native company by replacing traditional workflows with long-running, goal-oriented agents that manage 96% of customer interactions, driven by a top-down organizational redesign and rigorous evaluation frameworks.","This is a high-level interview with Ali Masa, the Head of AI at [Kavak](https:\u002F\u002Fkavak.com), detailing their shift from a transactional used-car marketplace to an \"agent-native\" company. The conversation focuses on their architectural pivot toward long-running, goal-oriented agents that handle 96% of customer interactions, emphasizing that their success relies on rigorous evaluation frameworks rather than just deploying LLMs.",[],"pKunbpKn9gMk2lELgZzNrXuJel8g0_tpfiao6oXZHQw"]