[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"summary-a38ff6b9df1415b4-claude-vidiq-mcp-audits-youtube-for-growth-leaks-summary":3,"summaries-facets-categories":112,"summary-related-a38ff6b9df1415b4-claude-vidiq-mcp-audits-youtube-for-growth-leaks-summary":7016},{"id":4,"title":5,"ai":6,"body":13,"categories":67,"created_at":69,"date_modified":69,"description":61,"extension":70,"faq":69,"featured":71,"kicker_label":69,"meta":72,"navigation":92,"path":93,"published_at":94,"question":69,"scraped_at":95,"seo":96,"sitemap":97,"source_id":98,"source_name":99,"source_type":100,"source_url":101,"stem":102,"tags":103,"thumbnail_url":69,"tldr":108,"tweet":109,"unknown_tags":110,"__hash__":111},"summaries\u002Fsummaries\u002Fa38ff6b9df1415b4-claude-vidiq-mcp-audits-youtube-for-growth-leaks-summary.md","Claude + vidIQ MCP Audits YouTube for Growth Leaks",{"provider":7,"model":8,"input_tokens":9,"output_tokens":10,"processing_time_ms":11,"cost_usd":12},"openrouter","x-ai\u002Fgrok-4.1-fast",6612,1912,25779,0.00225575,{"type":14,"value":15,"toc":60},"minimark",[16,21,25,28,32,40,43,46,50,53],[17,18,20],"h2",{"id":19},"setup-vidiq-mcp-for-instant-youtube-data-access","Setup vidIQ MCP for Instant YouTube Data Access",[22,23,24],"p",{},"Connect vidIQ MCP to Claude Desktop in under 30 seconds by pasting the server URL (vidiq.com\u002Fcloud) into settings > connectors > add custom connector, then sign in with a free vidIQ account. This unlocks live queries on any channel's data: views per hour (VPH), subscriber growth, video velocity, top performers, and competitor benchmarks. Ask specifics like \"fastest growing channels in my niche this month\" or \"top videos last 90 days and why\" to reveal hidden patterns without manual digging.",[22,26,27],{},"For full audits, use the provided YouTube Channel Analyzer prompt: input your handle and 3-5 competitors; Claude pulls VPH trends, view-to-subscriber ratios, publishing frequency, outlier videos, title formulas, and content gaps into one report. Example: on a 60k-sub channel growing 2x slower than niche peers, baseline VPH hit 16k long-term but spiked to 30k recently from shorts—yet no funnel converts short views to long-form watch time.",[17,29,31],{"id":30},"spot-view-leaks-and-competitor-strategies","Spot View Leaks and Competitor Strategies",[22,33,34,35,39],{},"Audits pinpoint leaks like isolated shorts spikes (e.g., 140k-view short drove all daily views, ignoring long-form library) due to missing CTAs bridging formats—fix by titling shorts as \"teaser for ",[36,37,38],"span",{},"full video","\" with explicit watch links. Titles lag: long-form SEO-heavy (e.g., \"Claude Code + Remotion\") underperforms shorts' accusation + fix style (e.g., implying viewer wastes potential now, plain language, no caps).",[22,41,42],{},"Multi-channel comparisons expose gaps: Nate Obert gained 200k subs\u002F90 days via 1-2 daily long-forms and hours-fast news reactions; Nick (low-volume, opinionated like \"Claudebot sucks,\" 3-hour courses); Jack Roberts deleted 110 videos to reposition; RoboNuggets volume factory (485 videos\u002F90 days, 5+\u002Fday shorts). Key: don't copy factories—leverage your shorts as viral engine (unique in group) but match velocity (3 long-forms\u002Fweek) and intrigue titles (e.g., \"I tried 100+ Claude skills. These 6 best\").",[22,44,45],{},"Content gaps: fill with anchor courses (2-3 hours on personal brand\u002FClaude systems) and react faster to trends. Thumbnails lack systems—Chase AI only has locked branding; yours shows inconsistency. High-performers use faces (you in orange hoodie), 2-3 tension words (\"You're doing this wrong,\" \"Stop using Claude like this\"), consistent font\u002Fplacement.",[17,47,49],{"id":48},"execute-30-day-plan-and-live-dashboards","Execute 30-Day Plan and Live Dashboards",[22,51,52],{},"Prioritize: (1) Rewrite next 5 long-form titles for intrigue; (2) Build short-to-long bridge; (3) Test publish speed (3\u002Fweek, strong hooks); (4) Lock thumbnail template—option 1: you + 2 icons; option 2: central icon + bold top text describing post-watch feeling, not content.",[22,54,55,56,59],{},"From one prompt (\"Create dashboard for ",[36,57,58],{},"channel"," surfacing key metrics\"), Claude builds interactive views: sub growth\u002Fday, VPH trends, watch time\u002Fday, video velocity, likes, performance gaps (e.g., acceleration signals). Track outliers, watchtime signals ongoing—re-run audits to measure fixes like reduced spike-dependency.",{"title":61,"searchDepth":62,"depth":62,"links":63},"",2,[64,65,66],{"id":19,"depth":62,"text":20},{"id":30,"depth":62,"text":31},{"id":48,"depth":62,"text":49},[68],"Marketing & Growth",null,"md",false,{"content_references":73,"triage":87},[74,79,83],{"type":75,"title":76,"url":77,"context":78},"tool","vidIQ","https:\u002F\u002Fvidiq.com\u002Fduncan","recommended",{"type":75,"title":80,"url":81,"context":82},"vidIQ MCP","https:\u002F\u002Fvidiq.com\u002Fcloud","mentioned",{"type":84,"title":85,"url":86,"context":78},"other","Buildroom Skool Community","https:\u002F\u002Fwww.skool.com\u002Fbuildroom\u002F",{"relevance":88,"novelty":89,"quality":88,"actionability":90,"composite":88,"reasoning":91},4,3,5,"Category: Marketing & Growth. The article provides a practical guide on using vidIQ MCP with Claude to optimize YouTube channels, addressing the audience's need for actionable growth strategies. It includes specific steps for setup and examples of how to analyze and improve content performance, making it highly actionable.",true,"\u002Fsummaries\u002Fa38ff6b9df1415b4-claude-vidiq-mcp-audits-youtube-for-growth-leaks-summary","2026-05-09 14:45:06","2026-05-09 15:28:16",{"title":5,"description":61},{"loc":93},"b56548c6c61dd21d","Duncan Rogoff | AI Automation","article","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=hF7xjRPMulQ","summaries\u002Fa38ff6b9df1415b4-claude-vidiq-mcp-audits-youtube-for-growth-leaks-summary",[104,105,106,107],"ai-tools","content-marketing","growth","ai-automation","Install vidIQ MCP in Claude in 30s to audit channels: spot shorts funnel gaps (e.g., 140k-view short unused long-form), compare competitors like Nate Obert's 200k subs\u002F90 days via velocity, fix titles\u002Fthumbnails, and build dashboards from one prompt.","Demo of hooking up [vidIQ MCP](https:\u002F\u002Fvidiq.com\u002Fduncan) to Claude Code's desktop app for a self-audit of the creator's channel: views-per-hour trends, competitor benchmarks, title\u002Fthumbnail gaps, and prompting a simple dashboard to track metrics like subs and watch time.",[107],"rx-Ps9C92b9AAbvRMY2qIKPJRZNML1yMOKMHjQlojSg",[113,116,119,121,124,126,129,132,134,136,138,140,143,145,147,149,151,154,156,158,160,162,165,168,170,172,174,176,178,180,182,184,186,188,190,192,194,196,198,200,202,204,206,208,210,212,214,217,219,221,223,225,227,229,231,233,235,237,239,241,243,245,247,249,251,253,255,257,259,261,263,265,267,269,271,273,275,277,279,281,283,286,288,290,292,294,296,298,300,302,304,306,308,310,312,315,317,319,321,323,325,327,329,331,333,335,337,339,341,343,345,347,349,351,353,355,357,359,361,363,365,367,369,371,373,375,377,380,382,384,386,388,390,392,394,396,398,400,403,405,407,409,411,413,415,417,419,421,423,425,427,429,431,433,436,438,440,442,444,446,448,450,452,454,456,459,461,463,465,467,469,471,473,475,477,479,481,483,485,487,489,491,493,495,497,499,501,503,505,507,509,511,513,515,518,520,522,525,527,529,531,533,535,537,539,541,543,545,547,549,551,553,555,557,559,561,564,566,568,570,572,574,576,578,580,582,584,586,589,591,593,595,597,599,601,603,605,607,609,611,613,615,617,619,621,623,625,627,629,631,633,635,637,639,641,643,645,647,649,651,653,655,657,659,661,663,665,667,669,671,673,675,677,679,681,683,685,687,689,691,693,695,697,699,701,703,705,707,709,711,713,715,717,719,721,723,725,727,729,731,733,735,737,739,741,743,745,747,749,751,753,755,757,759,761,763,765,767,769,771,773,775,777,779,781,783,785,787,789,791,793,795,797,799,801,803,805,807,809,811,813,815,817,819,821,823,825,827,829,831,833,835,837,839,841,843,845,847,849,851,853,855,857,859,861,863,865,867,869,871,873,876,878,880,882,884,887,889,891,893,895,897,899,901,903,905,907,909,911,914,916,918,920,922,924,926,928,930,932,934,936,938,940,942,944,946,948,950,952,954,956,958,960,962,964,966,968,970,972,974,976,978,980,982,984,986,988,990,992,994,996,998,1000,1002,1004,1006,1008,1010,1012,1014,1016,1018,1020,1022,1024,1026,1028,1030,1032,1034,1036,1038,1040,1042,1044,1046,1048,1050,1052,1054,1056,1058,1060,1062,1064,1066,1068,1070,1072,1074,1076,1078,1080,1082,1084,1086,1088,1090,1092,1094,1096,1098,1100,1102,1104,1106,1108,1110,1112,1114,1116,1118,1120,1122,1124,1126,1128,1130,1132,1134,1136,1138,1140,1142,1144,1146,1148,1150,1152,1154,1156,1158,1160,1162,1164,1166,1168,1170,1172,1174,1176,1178,1180,1182,1184,1186,1188,1190,1192,1194,1196,1198,1200,1202,1204,1206,1208,1210,1212,1214,1216,1218,1220,1222,1224,1226,1228,1230,1232,1234,1236,1239,1241,1243,1245,1247,1249,1251,1253,1255,1257,1259,1261,1263,1265,1267,1269,1271,1273,1275,1277,1279,1281,1283,1285,1287,1289,1291,1293,1295,1297,1299,1301,1303,1305,1307,1309,1311,1313,1315,1317,1319,1321,1323,1325,1327,1329,1331,1333,1335,1337,1339,1341,1343,1345,1347,1349,1351,1353,1355,1357,1359,1361,1363,1365,1367,1369,1371,1373,1375,1377,1379,1381,1383,1385,1387,1389,1391,1393,1395,1397,1399,1401,1403,1405,1407,1409,1411,1413,1415,1417,1419,1421,1423,1425,1427,1429,1431,1433,1435,1437,1440,1442,1444,1446,1448,1450,1452,1454,1456,1458,1460,1462,1464,1466,1468,1470,1472,1474,1476,1478,1480,1482,1484,1486,1488,1490,1492,1494,1496,1498,1500,1502,1504,1506,1508,1510,1512,1514,1516,1518,1520,1522,1524,1526,1528,1530,1532,1534,1536,1538,1540,1542,1544,1546,1548,1550,1552,1554,1556,1558,1560,1562,1564,1566,1568,1570,1572,1574,1576,1579,1581,1583,1585,1587,1589,1591,1593,1595,1597,1599,1601,1603,1605,1607,1609,1611,1613,1615,1617,1619,1621,1623,1625,1627,1629,1631,1633,1635,1637,1639,1641,1643,1645,1647,1649,1651,1653,1655,1657,1659,1661,1663,1665,1667,1669,1671,1673,1675,1677,1679,1681,1683,1685,1687,1689,1691,1693,1695,1697,1699,1701,1703,1705,1707,1709,1711,1713,1715,1717,1719,1721,1723,1725,1727,1729,1731,1733,1735,1738,1740,1742,1744,1746,1748,1750,1752,1754,1756,1758,1760,1762,1764,1766,1768,1770,1772,1774,1776,1778,1780,1782,1784,1786,1788,1790,1792,1794,1796,1798,1801,1803,1805,1807,1809,1811,1813,1815,1817,1819,1821,1823,1825,1827,1829,1831,1833,1835,1837,1839,1841,1843,1845,1847,1849,1851,1853,1855,1857,1859,1861,1863,1865,1867,1869,1871,1873,1875,1877,1879,1881,1883,1885,1887,1889,1891,1893,1895,1897,1899,1901,1903,1905,1907,1909,1911,1913,1915,1917,1919,1921,1923,1925,1927,1929,1931,1933,1935,1937,1939,1941,1943,1945,1947,1949,1951,1953,1955,1957,1959,1961,1963,1965,1967,1969,1971,1973,1975,1977,1979,1981,1983,1985,1987,1989,1991,1993,1995,1997,1999,2001,2003,2005,2007,2009,2011,2013,2015,2017,2019,2021,2023,2025,2027,2029,2031,2033,2035,2037,2039,2041,2043,2045,2047,2049,2051,2053,2055,2057,2059,2061,2063,2065,2067,2069,2071,2073,2075,2077,2079,2081,2083,2085,2087,2089,2091,2093,2095,2097,2099,2101,2103,2105,2107,2109,2111,2113,2115,2117,2119,2121,2123,2125,2127,2129,2131,2133,2135,2137,2139,2141,2143,2145,2147,2149,2151,2153,2155,2157,2159,2161,2163,2165,2167,2169,2171,2173,2175,2177,2179,2181,2183,2185,2187,2189,2191,2193,2195,2197,2199,2201,2203,2205,2207,2209,2211,2213,2215,2217,2219,2221,2223,2225,2227,2229,2231,2233,2235,2237,2239,2242,2244,2246,2248,2250,2252,2254,2256,2258,2260,2262,2264,2266,2268,2270,2272,2274,2276,2278,2280,2282,2284,2286,2288,2290,2292,2294,2296,2298,2300,2302,2304,2306,2308,2310,2312,2314,2316,2318,2320,2322,2324,2326,2328,2330,2332,2335,2337,2339,2341,2343,2345,2347,2349,2351,2353,2355,2357,2359,2361,2363,2365,2367,2369,2371,2373,2375,2377,2379,2381,2383,2385,2387,2389,2391,2393,2395,2397,2399,2401,2403,2405,2407,2409,2411,2413,2415,2417,2419,2421,2423,2425,2427,2429,2431,2433,2435,2437,2439,2441,2443,2445,2447,2449,2451,2454,2456,2458,2460,2462,2464,2466,2468,2470,2472,2474,2476,2478,2480,2482,2484,2486,2488,2490,2492,2494,2497,2499,2501,2503,2505,2507,2509,2511,2513,2515,2517,2519,2521,2523,2525,2527,2529,2531,2533,2535,2537,2539,2541,2543,2545,2547,2549,2551,2553,2555,2557,2559,2561,2563,2565,2567,2569,2571,2573,2575,2577,2579,2581,2583,2585,2587,2589,2591,2593,2595,2597,2599,2601,2603,2605,2607,2609,2611,2613,2615,2617,2619,2621,2623,2625,2627,2629,2631,2633,2635,2637,2639,2641,2643,2645,2647,2649,2651,2653,2655,2657,2659,2661,2663,2665,2667,2669,2671,2673,2675,2677,2679,2681,2683,2685,2687,2689,2691,2693,2695,2697,2699,2701,2703,2705,2707,2709,2711,2713,2715,2717,2719,2721,2723,2725,2727,2729,2731,2733,2735,2737,2739,2741,2743,2745,2747,2749,2751,2753,2755,2757,2759,2761,2763,2765,2767,2769,2771,2773,2775,2777,2779,2781,2783,2785,2787,2789,2791,2793,2795,2797,2799,2801,2803,2805,2807,2809,2811,2813,2815,2817,2819,2821,2823,2825,2827,2829,2831,2833,2835,2837,2839,2841,2843,2845,2847,2849,2851,2853,2855,2857,2859,2861,2863,2865,2867,2869,2871,2873,2875,2877,2879,2881,2883,2885,2887,2889,2891,2893,2895,2897,2899,2901,2903,2905,2907,2909,2911,2913,2915,2917,2919,2921,2923,2925,2927,2929,2931,2933,2935,2937,2939,2941,2943,2945,2947,2949,2951,2953,2955,2957,2959,2961,2963,2965,2967,2969,2971,2973,2975,2977,2979,2981,2983,2985,2987,2989,2991,2993,2995,2997,2999,3001,3003,3005,3007,3009,3011,3013,3015,3017,3019,3021,3023,3025,3027,3029,3031,3033,3035,3037,3039,3041,3043,3045,3047,3049,3051,3053,3055,3057,3059,3061,3063,3065,3067,3069,3071,3073,3075,3077,3079,3081,3083,3085,3087,3089,3091,3093,3095,3097,3099,3101,3103,3105,3107,3109,3111,3113,3115,3117,3119,3121,3123,3125,3127,3129,3131,3133,3135,3138,3140,3142,3144,3146,3148,3150,3152,3154,3156,3158,3160,3162,3164,3166,3168,3170,3172,3174,3176,3178,3180,3182,3184,3186,3188,3190,3192,3194,3196,3198,3200,3202,3204,3206,3208,3210,3212,3214,3216,3218,3220,3222,3224,3226,3228,3230,3232,3234,3236,3238,3240,3242,3244,3246,3248,3250,3252,3254,3256,3258,3260,3262,3265,3267,3269,3271,3273,3275,3277,3279,3281,3283,3285,3287,3289,3291,3293,3295,3297,3299,3301,3303,3305,3307,3309,3311,3313,3315,3317,3319,3321,3323,3325,3327,3329,3331,3333,3335,3337,3339,3341,3343,3345,3347,3349,3351,3353,3355,3357,3359,3361,3363,3365,3367,3369,3371,3373,3375,3377,3379,3381,3383,3385,3387,3389,3391,3393,3395,3397,3399,3401,3403,3405,3407,3409,3411,3413,3415,3417,3419,3421,3423,3425,3427,3429,3431,3433,3435,3437,3439,3441,3443,3445,3447,3449,3451,3453,3455,3457,3459,3461,3463,3465,3467,3469,3471,3473,3475,3477,3479,3481,3483,3485,3487,3489,3491,3493,3495,3497,3499,3501,3503,3505,3507,3509,3511,3513,3515,3517,3519,3521,3523,3525,3527,3529,3531,3533,3535,3537,3539,3541,3543,3545,3547,3549,3551,3553,3555,3557,3559,3561,3563,3565,3567,3569,3571,3573,3575,3577,3579,3581,3583,3585,3587,3589,3591,3593,3595,3597,3599,3601,3603,3605,3607,3609,3611,3613,3615,3617,3619,3621,3623,3625,3627,3629,3631,3633,3635,3637,3639,3641,3643,3645,3647,3649,3651,3653,3655,3657,3659,3661,3663,3665,3667,3669,3671,3673,3675,3677,3679,3681,3683,3685,3687,3689,3691,3693,3695,3697,3699,3701,3703,3705,3707,3709,3711,3713,3715,3717,3719,3721,3723,3725,3727,3729,3731,3733,3735,3737,3739,3741,3743,3745,3747,3749,3751,3753,3755,3757,3759,3761,3763,3765,3767,3769,3771,3773,3775,3777,3779,3781,3783,3785,3787,3789,3791,3793,3795,3797,3799,3801,3803,3805,3807,3809,3811,3813,3815,3817,3819,3821,3823,3825,3827,3829,3831,3833,3835,3837,3839,3841,3843,3845,3847,3849,3851,3853,3855,3857,3859,3861,3863,3865,3867,3869,3871,3873,3875,3877,3879,3881,3883,3885,3887,3889,3891,3893,3895,3897,3899,3901,3903,3905,3907,3909,3911,3913,3915,3917,3919,3921,3923,3925,3927,3929,3931,3933,3935,3937,3939,3941,3943,3945,3947,3949,3951,3953,3955,3957,3959,3961,3963,3965,3967,3969,3971,3973,3975,3977,3979,3981,3983,3985,3987,3989,3991,3993,3995,3997,3999,4001,4003,4005,4007,4009,4011,4013,4015,4017,4019,4021,4023,4025,4027,4029,4031,4033,4035,4037,4039,4041,4043,4045,4047,4049,4051,4053,4055,4057,4059,4061,4063,4065,4067,4069,4071,4073,4075,4077,4079,4081,4083,4085,4087,4089,4091,4093,4095,4097,4099,4101,4103,4105,4107,4109,4111,4113,4115,4117,4119,4121,4123,4125,4127,4129,4131,4133,4135,4137,4139,4141,4143,4145,4147,4149,4151,4153,4155,4157,4159,4161,4163,4165,4167,4169,4171,4173,4175,4177,4179,4181,4183,4185,4187,4189,4191,4193,4195,4197,4199,4201,4203,4205,4207,4209,4211,4213,4215,4217,4219,4221,4223,4225,4227,4229,4231,4233,4235,4237,4239,4241,4243,4245,4247,4249,4251,4253,4255,4257,4259,4261,4263,4265,4267,4269,4271,4273,4275,4277,4279,4281,4283,4285,4287,4289,4291,4293,4295,4297,4299,4301,4303,4305,4307,4309,4311,4313,4315,4317,4319,4321,4323,4325,4327,4329,4331,4333,4335,4337,4339,4341,4343,4345,4347,4349,4351,4353,4355,4357,4359,4361,4363,4365,4367,4369,4371,4373,4375,4377,4379,4381,4383,4385,4387,4389,4391,4393,4395,4397,4399,4401,4403,4405,4407,4409,4411,4413,4415,4417,4419,4421,4423,4425,4427,4429,4431,4433,4435,4437,4439,4441,4443,4445,4447,4449,4451,4453,4455,4457,4459,4461,4463,4465,4467,4469,4471,4473,4475,4477,4479,4481,4483,4485,4487,4489,4491,4493,4495,4497,4499,4501,4503,4505,4507,4509,4511,4513,4515,4517,4519,4521,4523,4525,4527,4529,4531,4533,4535,4537,4539,4541,4543,4545,4547,4550,4552,4554,4556,4558,4560,4562,4564,4566,4568,4570,4572,4574,4576,4578,4580,4582,4584,4586,4588,4590,4592,4594,4596,4598,4600,4602,4604,4606,4608,4610,4612,4614,4616,4618,4620,4622,4624,4626,4628,4630,4632,4634,4636,4638,4640,4642,4644,4646,4648,4650,4652,4654,4656,4658,4660,4662,4664,4666,4668,4670,4672,4674,4676,4678,4680,4682,4684,4686,4688,4690,4692,4694,4696,4698,4700,4702,4704,4706,4708,4710,4712,4714,4716,4718,4720,4722,4724,4726,4728,4730,4732,4734,4736,4738,4740,4742,4744,4746,4748,4750,4752,4754,4756,4758,4760,4762,4764,4766,4768,4770,4772,4774,4776,4778,4780,4782,4784,4786,4788,4790,4792,4794,4796,4798,4800,4802,4804,4806,4808,4810,4812,4814,4816,4818,4820,4822,4824,4826,4828,4830,4832,4834,4836,4838,4840,4842,4844,4846,4848,4850,4852,4854,4856,4858,4860,4862,4864,4866,4868,4870,4872,4874,4876,4878,4880,4882,4884,4886,4888,4890,4892,4894,4896,4898,4900,4902,4904,4906,4908,4910,4912,4914,4916,4918,4920,4922,4924,4926,4928,4930,4932,4934,4936,4938,4940,4942,4944,4946,4948,4950,4952,4954,4956,4958,4960,4962,4964,4966,4968,4970,4972,4974,4976,4978,4980,4982,4984,4986,4988,4990,4992,4994,4996,4998,5000,5002,5004,5006,5008,5010,5012,5014,5016,5018,5020,5022,5024,5026,5028,5030,5032,5034,5036,5038,5040,5042,5044,5046,5048,5050,5052,5054,5056,5058,5060,5062,5064,5066,5068,5070,5072,5074,5076,5078,5080,5082,5084,5086,5088,5090,5092,5094,5096,5098,5100,5102,5104,5106,5108,5110,5112,5114,5116,5118,5120,5122,5124,5126,5128,5130,5132,5134,5136,5138,5140,5142,5144,5146,5148,5150,5152,5154,5156,5158,5160,5162,5164,5166,5168,5170,5172,5174,5176,5178,5180,5182,5184,5186,5188,5190,5192,5194,5196,5198,5200,5202,5204,5206,5208,5210,5212,5214,5216,5218,5220,5222,5224,5226,5228,5230,5232,5234,5236,5238,5240,5242,5244,5246,5248,5250,5252,5254,5256,5258,5260,5262,5264,5266,5268,5270,5272,5274,5276,5278,5280,5282,5284,5286,5288,5290,5292,5294,5296,5298,5300,5302,5304,5306,5308,5310,5312,5314,5316,5318,5320,5322,5324,5326,5328,5330,5332,5334,5336,5338,5340,5342,5344,5346,5348,5350,5352,5354,5356,5358,5360,5362,5364,5366,5368,5370,5372,5374,5376,5378,5380,5382,5384,5386,5388,5390,5392,5394,5396,5398,5400,5402,5404,5407,5409,5411,5413,5415,5417,5419,5421,5423,5425,5427,5429,5431,5433,5435,5437,5439,5441,5443,5445,5447,5449,5451,5453,5455,5457,5459,5461,5463,5465,5467,5469,5471,5473,5475,5477,5479,5481,5483,5485,5487,5489,5491,5493,5495,5497,5499,5501,5503,5505,5507,5509,5511,5513,5515,5517,5519,5521,5523,5525,5527,5529,5531,5533,5535,5537,5539,5541,5543,5545,5547,5549,5551,5553,5555,5557,5559,5561,5563,5565,5567,5569,5571,5573,5575,5577,5579,5581,5583,5585,5587,5589,5591,5593,5595,5597,5599,5601,5603,5605,5607,5610,5612,5614,5616,5618,5620,5622,5624,5626,5628,5630,5632,5634,5636,5638,5640,5642,5644,5646,5648,5650,5652,5654,5656,5658,5660,5662,5664,5666,5668,5670,5672,5674,5676,5678,5680,5682,5684,5686,5688,5690,5692,5694,5696,5698,5700,5702,5704,5706,5708,5710,5712,5714,5716,5718,5720,5722,5724,5726,5728,5730,5732,5734,5736,5738,5740,5742,5744,5746,5748,5750,5752,5754,5756,5758,5760,5762,5764,5766,5768,5770,5772,5774,5776,5778,5780,5782,5784,5786,5788,5790,5792,5794,5796,5798,5800,5802,5804,5806,5808,5810,5812,5814,5816,5818,5820,5822,5824,5826,5828,5830,5832,5834,5836,5838,5840,5842,5844,5846,5848,5850,5852,5854,5856,5858,5860,5862,5864,5866,5868,5870,5872,5874,5876,5878,5880,5882,5884,5886,5888,5890,5892,5894,5896,5898,5900,5902,5904,5906,5908,5910,5912,5914,5916,5918,5920,5922,5924,5926,5928,5930,5932,5934,5936,5938,5940,5942,5944,5946,5948,5950,5952,5954,5956,5958,5960,5962,5964,5966,5968,5970,5972,5974,5976,5978,5980,5982,5984,5986,5988,5990,5992,5994,5996,5998,6000,6002,6004,6006,6008,6010,6012,6014,6016,6018,6020,6022,6024,6026,6028,6030,6032,6034,6036,6038,6040,6042,6044,6046,6048,6050,6052,6054,6056,6058,6060,6062,6064,6066,6068,6070,6072,6074,6076,6078,6080,6082,6084,6086,6088,6090,6092,6094,6096,6098,6100,6102,6104,6106,6108,6110,6112,6114,6116,6118,6120,6122,6124,6126,6128,6130,6132,6134,6136,6138,6140,6142,6144,6146,6148,6150,6152,6154,6156,6158,6160,6162,6164,6166,6168,6170,6172,6174,6176,6178,6180,6182,6184,6186,6188,6190,6192,6194,6196,6198,6200,6202,6204,6206,6208,6210,6212,6214,6216,6218,6220,6222,6224,6226,6228,6230,6232,6234,6236,6238,6240,6242,6244,6246,6248,6250,6252,6254,6256,6258,6260,6262,6264,6266,6268,6270,6272,6274,6276,6278,6280,6282,6284,6286,6288,6290,6292,6294,6296,6298,6300,6302,6304,6306,6308,6310,6312,6314,6316,6318,6320,6322,6324,6326,6328,6330,6332,6334,6336,6338,6340,6342,6344,6346,6348,6350,6352,6354,6356,6358,6360,6362,6364,6366,6368,6370,6372,6374,6376,6378,6380,6382,6384,6386,6388,6390,6392,6394,6396,6398,6400,6402,6404,6406,6408,6410,6412,6414,6416,6418,6420,6422,6424,6426,6428,6430,6432,6434,6436,6438,6440,6442,6444,6446,6448,6450,6452,6454,6456,6458,6460,6462,6464,6466,6468,6470,6472,6474,6476,6478,6480,6482,6484,6486,6488,6490,6492,6494,6496,6498,6500,6502,6504,6506,6508,6510,6512,6514,6516,6518,6520,6522,6524,6526,6528,6530,6532,6534,6536,6538,6540,6542,6544,6546,6548,6550,6552,6554,6556,6558,6560,6562,6564,6566,6568,6570,6572,6574,6576,6578,6580,6582,6584,6586,6588,6590,6592,6594,6596,6598,6600,6602,6604,6606,6608,6610,6612,6614,6616,6618,6620,6622,6624,6626,6628,6630,6632,6634,6636,6638,6640,6642,6644,6646,6648,6650,6652,6654,6656,6658,6660,6662,6664,6666,6668,6670,6672,6674,6676,6678,6680,6682,6684,6686,6688,6690,6692,6694,6696,6698,6700,6702,6704,6706,6708,6710,6712,6714,6716,6718,6720,6722,6724,6726,6728,6730,6732,6734,6736,6738,6740,6742,6744,6746,6748,6750,6752,6754,6756,6758,6760,6762,6764,6766,6768,6770,6772,6774,6776,6778,6780,6782,6784,6786,6788,6790,6792,6794,6796,6798,6800,6802,6804,6806,6808,6810,6812,6814,6816,6818,6820,6822,6824,6826,6828,6830,6832,6834,6836,6838,6840,6842,6844,6846,6848,6850,6852,6854,6856,6858,6860,6862,6864,6866,6868,6870,6872,6874,6876,6878,6880,6882,6884,6886,6888,6890,6892,6894,6896,6898,6900,6902,6904,6906,6908,6910,6912,6914,6916,6918,6920,6922,6924,6926,6928,6930,6932,6934,6936,6938,6940,6942,6944,6946,6948,6950,6952,6954,6956,6958,6960,6962,6964,6966,6968,6970,6972,6974,6976,6978,6980,6982,6984,6986,6988,6990,6992,6994,6996,6998,7000,7002,7004,7006,7008,7010,7012,7014],{"categories":114},[115],"AI & LLMs",{"categories":117},[118],"Developer Productivity",{"categories":120},[115],{"categories":122},[123],"Business & SaaS",{"categories":125},[115],{"categories":127},[128],"AI Automation",{"categories":130},[131],"Product Strategy",{"categories":133},[128],{"categories":135},[115],{"categories":137},[118],{"categories":139},[128],{"categories":141},[142],"Software Engineering",{"categories":144},[115],{"categories":146},[123],{"categories":148},[],{"categories":150},[115],{"categories":152},[153],"Inference & Serving",{"categories":155},[115],{"categories":157},[115],{"categories":159},[128],{"categories":161},[],{"categories":163},[164],"AI News & Trends",{"categories":166},[167],"Data Science & Visualization",{"categories":169},[128],{"categories":171},[115],{"categories":173},[115],{"categories":175},[123],{"categories":177},[118],{"categories":179},[115],{"categories":181},[128],{"categories":183},[164],{"categories":185},[115],{"categories":187},[128],{"categories":189},[128],{"categories":191},[115],{"categories":193},[115],{"categories":195},[128],{"categories":197},[115],{"categories":199},[115],{"categories":201},[115],{"categories":203},[128],{"categories":205},[164],{"categories":207},[115],{"categories":209},[115],{"categories":211},[115],{"categories":213},[],{"categories":215},[216],"Design & Frontend",{"categories":218},[167],{"categories":220},[164],{"categories":222},[115],{"categories":224},[115],{"categories":226},[115],{"categories":228},[],{"categories":230},[115],{"categories":232},[115],{"categories":234},[128],{"categories":236},[142],{"categories":238},[115],{"categories":240},[128],{"categories":242},[115],{"categories":244},[68],{"categories":246},[216],{"categories":248},[115],{"categories":250},[128],{"categories":252},[115],{"categories":254},[115],{"categories":256},[142],{"categories":258},[115],{"categories":260},[],{"categories":262},[],{"categories":264},[216],{"categories":266},[115],{"categories":268},[128],{"categories":270},[118],{"categories":272},[142],{"categories":274},[128],{"categories":276},[216],{"categories":278},[131],{"categories":280},[115],{"categories":282},[142],{"categories":284},[285],"DevOps & Cloud",{"categories":287},[128],{"categories":289},[131],{"categories":291},[164],{"categories":293},[115],{"categories":295},[],{"categories":297},[115],{"categories":299},[115],{"categories":301},[],{"categories":303},[128],{"categories":305},[142],{"categories":307},[],{"categories":309},[142],{"categories":311},[115],{"categories":313},[314],"Governance & Standards",{"categories":316},[123],{"categories":318},[],{"categories":320},[],{"categories":322},[115],{"categories":324},[115],{"categories":326},[128],{"categories":328},[115],{"categories":330},[115],{"categories":332},[128],{"categories":334},[115],{"categories":336},[115],{"categories":338},[115],{"categories":340},[],{"categories":342},[142],{"categories":344},[],{"categories":346},[],{"categories":348},[115],{"categories":350},[142],{"categories":352},[],{"categories":354},[142],{"categories":356},[115],{"categories":358},[115],{"categories":360},[68],{"categories":362},[115],{"categories":364},[115],{"categories":366},[115],{"categories":368},[216],{"categories":370},[216],{"categories":372},[115],{"categories":374},[142],{"categories":376},[128],{"categories":378},[379],"GovTech & Public-Sector Adoption",{"categories":381},[142],{"categories":383},[115],{"categories":385},[115],{"categories":387},[115],{"categories":389},[128],{"categories":391},[128],{"categories":393},[167],{"categories":395},[115],{"categories":397},[164],{"categories":399},[128],{"categories":401},[402],"Legal AI Tools",{"categories":404},[115],{"categories":406},[128],{"categories":408},[115],{"categories":410},[68],{"categories":412},[128],{"categories":414},[131],{"categories":416},[115],{"categories":418},[142],{"categories":420},[379],{"categories":422},[],{"categories":424},[128],{"categories":426},[],{"categories":428},[123],{"categories":430},[128],{"categories":432},[128],{"categories":434},[435],"RAG & Retrieval",{"categories":437},[123],{"categories":439},[115],{"categories":441},[142],{"categories":443},[142],{"categories":445},[285],{"categories":447},[216],{"categories":449},[128],{"categories":451},[115],{"categories":453},[115],{"categories":455},[],{"categories":457},[458],"Agents & Orchestration",{"categories":460},[142],{"categories":462},[115],{"categories":464},[],{"categories":466},[128],{"categories":468},[123],{"categories":470},[],{"categories":472},[115],{"categories":474},[],{"categories":476},[115],{"categories":478},[118],{"categories":480},[142],{"categories":482},[123],{"categories":484},[115],{"categories":486},[128],{"categories":488},[115],{"categories":490},[164],{"categories":492},[115],{"categories":494},[],{"categories":496},[115],{"categories":498},[],{"categories":500},[115],{"categories":502},[142],{"categories":504},[115],{"categories":506},[128],{"categories":508},[167],{"categories":510},[],{"categories":512},[115],{"categories":514},[216],{"categories":516},[517],"Models & Frontier Labs",{"categories":519},[],{"categories":521},[216],{"categories":523},[524],"Regulation & Governance of AI",{"categories":526},[131],{"categories":528},[128],{"categories":530},[],{"categories":532},[115],{"categories":534},[115],{"categories":536},[128],{"categories":538},[128],{"categories":540},[164],{"categories":542},[115],{"categories":544},[123],{"categories":546},[115],{"categories":548},[128],{"categories":550},[],{"categories":552},[142],{"categories":554},[128],{"categories":556},[115],{"categories":558},[131],{"categories":560},[115],{"categories":562},[563],"AI Policy & Regulation",{"categories":565},[],{"categories":567},[115],{"categories":569},[128],{"categories":571},[131],{"categories":573},[128],{"categories":575},[115],{"categories":577},[115],{"categories":579},[115],{"categories":581},[128],{"categories":583},[],{"categories":585},[167],{"categories":587},[588],"Evals & Reliability",{"categories":590},[115],{"categories":592},[115],{"categories":594},[],{"categories":596},[118],{"categories":598},[379],{"categories":600},[563],{"categories":602},[115],{"categories":604},[123],{"categories":606},[115],{"categories":608},[128],{"categories":610},[115],{"categories":612},[128],{"categories":614},[458],{"categories":616},[115],{"categories":618},[142],{"categories":620},[115],{"categories":622},[],{"categories":624},[216],{"categories":626},[],{"categories":628},[115],{"categories":630},[379],{"categories":632},[115],{"categories":634},[115],{"categories":636},[115],{"categories":638},[],{"categories":640},[115],{"categories":642},[216],{"categories":644},[142],{"categories":646},[],{"categories":648},[115],{"categories":650},[],{"categories":652},[128],{"categories":654},[115],{"categories":656},[216],{"categories":658},[],{"categories":660},[115],{"categories":662},[115],{"categories":664},[167],{"categories":666},[128],{"categories":668},[115],{"categories":670},[123],{"categories":672},[128],{"categories":674},[115],{"categories":676},[115],{"categories":678},[142],{"categories":680},[216],{"categories":682},[115],{"categories":684},[128],{"categories":686},[],{"categories":688},[142],{"categories":690},[128],{"categories":692},[167],{"categories":694},[],{"categories":696},[115],{"categories":698},[164],{"categories":700},[115],{"categories":702},[],{"categories":704},[115],{"categories":706},[115],{"categories":708},[115],{"categories":710},[123,68],{"categories":712},[],{"categories":714},[142],{"categories":716},[115],{"categories":718},[115],{"categories":720},[128],{"categories":722},[115],{"categories":724},[],{"categories":726},[],{"categories":728},[115],{"categories":730},[216],{"categories":732},[115],{"categories":734},[],{"categories":736},[115],{"categories":738},[285],{"categories":740},[],{"categories":742},[128],{"categories":744},[164],{"categories":746},[115],{"categories":748},[115],{"categories":750},[216],{"categories":752},[],{"categories":754},[164],{"categories":756},[115],{"categories":758},[153],{"categories":760},[115],{"categories":762},[115],{"categories":764},[128],{"categories":766},[164],{"categories":768},[517],{"categories":770},[115],{"categories":772},[68],{"categories":774},[],{"categories":776},[128],{"categories":778},[123],{"categories":780},[142],{"categories":782},[115],{"categories":784},[128],{"categories":786},[],{"categories":788},[115,285],{"categories":790},[115],{"categories":792},[115],{"categories":794},[115],{"categories":796},[128],{"categories":798},[115,142],{"categories":800},[167],{"categories":802},[115],{"categories":804},[115],{"categories":806},[115],{"categories":808},[142],{"categories":810},[115],{"categories":812},[128],{"categories":814},[128],{"categories":816},[563],{"categories":818},[68],{"categories":820},[115],{"categories":822},[128],{"categories":824},[115],{"categories":826},[115],{"categories":828},[128],{"categories":830},[],{"categories":832},[128],{"categories":834},[115],{"categories":836},[115],{"categories":838},[128],{"categories":840},[115],{"categories":842},[115,123],{"categories":844},[115],{"categories":846},[123],{"categories":848},[],{"categories":850},[216],{"categories":852},[216],{"categories":854},[115],{"categories":856},[],{"categories":858},[],{"categories":860},[115],{"categories":862},[164],{"categories":864},[],{"categories":866},[118],{"categories":868},[115],{"categories":870},[142],{"categories":872},[115],{"categories":874},[875],"Generative UI & Design-to-Code",{"categories":877},[115],{"categories":879},[115],{"categories":881},[216],{"categories":883},[115],{"categories":885},[886],"Algorithmic Accountability",{"categories":888},[128],{"categories":890},[142],{"categories":892},[164],{"categories":894},[216],{"categories":896},[115],{"categories":898},[],{"categories":900},[131],{"categories":902},[115],{"categories":904},[115],{"categories":906},[115],{"categories":908},[115],{"categories":910},[128],{"categories":912},[913],"MLOps & Infrastructure",{"categories":915},[115],{"categories":917},[115],{"categories":919},[115],{"categories":921},[115],{"categories":923},[115],{"categories":925},[142],{"categories":927},[164],{"categories":929},[115],{"categories":931},[131],{"categories":933},[118],{"categories":935},[115],{"categories":937},[128],{"categories":939},[285],{"categories":941},[115],{"categories":943},[123],{"categories":945},[115],{"categories":947},[216],{"categories":949},[115],{"categories":951},[115],{"categories":953},[128],{"categories":955},[],{"categories":957},[],{"categories":959},[115],{"categories":961},[153],{"categories":963},[216],{"categories":965},[164],{"categories":967},[167],{"categories":969},[],{"categories":971},[115],{"categories":973},[115],{"categories":975},[123],{"categories":977},[128],{"categories":979},[115],{"categories":981},[115],{"categories":983},[115],{"categories":985},[115],{"categories":987},[164],{"categories":989},[153],{"categories":991},[115],{"categories":993},[216],{"categories":995},[115],{"categories":997},[],{"categories":999},[128],{"categories":1001},[142],{"categories":1003},[],{"categories":1005},[115],{"categories":1007},[115],{"categories":1009},[128],{"categories":1011},[142],{"categories":1013},[115],{"categories":1015},[167],{"categories":1017},[216],{"categories":1019},[],{"categories":1021},[115],{"categories":1023},[],{"categories":1025},[115],{"categories":1027},[],{"categories":1029},[115],{"categories":1031},[115],{"categories":1033},[131],{"categories":1035},[123],{"categories":1037},[128],{"categories":1039},[128],{"categories":1041},[],{"categories":1043},[115],{"categories":1045},[118],{"categories":1047},[115],{"categories":1049},[115],{"categories":1051},[123],{"categories":1053},[164],{"categories":1055},[118],{"categories":1057},[],{"categories":1059},[115],{"categories":1061},[],{"categories":1063},[115],{"categories":1065},[],{"categories":1067},[164],{"categories":1069},[164],{"categories":1071},[],{"categories":1073},[458],{"categories":1075},[115],{"categories":1077},[216],{"categories":1079},[142],{"categories":1081},[],{"categories":1083},[402],{"categories":1085},[128],{"categories":1087},[123],{"categories":1089},[],{"categories":1091},[],{"categories":1093},[118],{"categories":1095},[167],{"categories":1097},[],{"categories":1099},[68],{"categories":1101},[128],{"categories":1103},[123],{"categories":1105},[128],{"categories":1107},[115],{"categories":1109},[123],{"categories":1111},[115],{"categories":1113},[142],{"categories":1115},[],{"categories":1117},[153],{"categories":1119},[131],{"categories":1121},[115],{"categories":1123},[216],{"categories":1125},[142],{"categories":1127},[123],{"categories":1129},[115],{"categories":1131},[142],{"categories":1133},[115],{"categories":1135},[128],{"categories":1137},[123],{"categories":1139},[115],{"categories":1141},[115],{"categories":1143},[115],{"categories":1145},[115],{"categories":1147},[115],{"categories":1149},[],{"categories":1151},[],{"categories":1153},[142],{"categories":1155},[167],{"categories":1157},[131],{"categories":1159},[115],{"categories":1161},[128],{"categories":1163},[142],{"categories":1165},[142],{"categories":1167},[115],{"categories":1169},[],{"categories":1171},[164],{"categories":1173},[131],{"categories":1175},[131],{"categories":1177},[142],{"categories":1179},[115],{"categories":1181},[588],{"categories":1183},[285],{"categories":1185},[],{"categories":1187},[128],{"categories":1189},[115],{"categories":1191},[],{"categories":1193},[118],{"categories":1195},[],{"categories":1197},[115],{"categories":1199},[115],{"categories":1201},[115],{"categories":1203},[216],{"categories":1205},[68],{"categories":1207},[115],{"categories":1209},[142],{"categories":1211},[115],{"categories":1213},[128],{"categories":1215},[],{"categories":1217},[142],{"categories":1219},[115],{"categories":1221},[118],{"categories":1223},[],{"categories":1225},[123],{"categories":1227},[115],{"categories":1229},[115],{"categories":1231},[164],{"categories":1233},[115,285],{"categories":1235},[115],{"categories":1237},[1238],"Design Systems for AI",{"categories":1240},[115],{"categories":1242},[115],{"categories":1244},[164],{"categories":1246},[115],{"categories":1248},[115],{"categories":1250},[115],{"categories":1252},[123],{"categories":1254},[115],{"categories":1256},[115],{"categories":1258},[115],{"categories":1260},[],{"categories":1262},[115],{"categories":1264},[115],{"categories":1266},[123],{"categories":1268},[115],{"categories":1270},[],{"categories":1272},[128],{"categories":1274},[128],{"categories":1276},[142],{"categories":1278},[164],{"categories":1280},[142],{"categories":1282},[115],{"categories":1284},[216],{"categories":1286},[164],{"categories":1288},[167],{"categories":1290},[115],{"categories":1292},[115],{"categories":1294},[128],{"categories":1296},[118],{"categories":1298},[563],{"categories":1300},[115],{"categories":1302},[128],{"categories":1304},[115],{"categories":1306},[142],{"categories":1308},[142],{"categories":1310},[],{"categories":1312},[],{"categories":1314},[115],{"categories":1316},[128],{"categories":1318},[131],{"categories":1320},[],{"categories":1322},[123],{"categories":1324},[115],{"categories":1326},[],{"categories":1328},[216],{"categories":1330},[142],{"categories":1332},[128],{"categories":1334},[142],{"categories":1336},[216],{"categories":1338},[115],{"categories":1340},[115],{"categories":1342},[216],{"categories":1344},[],{"categories":1346},[],{"categories":1348},[164],{"categories":1350},[128],{"categories":1352},[128],{"categories":1354},[115],{"categories":1356},[115],{"categories":1358},[115],{"categories":1360},[115],{"categories":1362},[123],{"categories":1364},[115],{"categories":1366},[115],{"categories":1368},[],{"categories":1370},[142],{"categories":1372},[142],{"categories":1374},[115],{"categories":1376},[142],{"categories":1378},[123],{"categories":1380},[],{"categories":1382},[115],{"categories":1384},[115],{"categories":1386},[115],{"categories":1388},[115],{"categories":1390},[115],{"categories":1392},[128],{"categories":1394},[118],{"categories":1396},[123],{"categories":1398},[115],{"categories":1400},[128],{"categories":1402},[164],{"categories":1404},[128],{"categories":1406},[153],{"categories":1408},[68],{"categories":1410},[115],{"categories":1412},[128],{"categories":1414},[115],{"categories":1416},[115],{"categories":1418},[115],{"categories":1420},[],{"categories":1422},[216],{"categories":1424},[],{"categories":1426},[115],{"categories":1428},[115],{"categories":1430},[],{"categories":1432},[115],{"categories":1434},[142],{"categories":1436},[123],{"categories":1438},[1439],"Visual & Generative Media",{"categories":1441},[128],{"categories":1443},[],{"categories":1445},[115],{"categories":1447},[115],{"categories":1449},[142],{"categories":1451},[285],{"categories":1453},[115],{"categories":1455},[167],{"categories":1457},[563],{"categories":1459},[142],{"categories":1461},[68],{"categories":1463},[115],{"categories":1465},[216],{"categories":1467},[115],{"categories":1469},[115],{"categories":1471},[142],{"categories":1473},[128],{"categories":1475},[115],{"categories":1477},[],{"categories":1479},[],{"categories":1481},[128],{"categories":1483},[142],{"categories":1485},[118],{"categories":1487},[128],{"categories":1489},[517],{"categories":1491},[115],{"categories":1493},[131],{"categories":1495},[115],{"categories":1497},[123],{"categories":1499},[],{"categories":1501},[115],{"categories":1503},[131],{"categories":1505},[115],{"categories":1507},[115],{"categories":1509},[115],{"categories":1511},[131],{"categories":1513},[115],{"categories":1515},[115],{"categories":1517},[68],{"categories":1519},[115],{"categories":1521},[458],{"categories":1523},[115],{"categories":1525},[128],{"categories":1527},[115],{"categories":1529},[115],{"categories":1531},[115],{"categories":1533},[115],{"categories":1535},[216],{"categories":1537},[128],{"categories":1539},[],{"categories":1541},[128],{"categories":1543},[],{"categories":1545},[285],{"categories":1547},[142],{"categories":1549},[],{"categories":1551},[517],{"categories":1553},[115],{"categories":1555},[128],{"categories":1557},[128],{"categories":1559},[115],{"categories":1561},[216,115],{"categories":1563},[118],{"categories":1565},[115],{"categories":1567},[216],{"categories":1569},[],{"categories":1571},[115],{"categories":1573},[118],{"categories":1575},[115],{"categories":1577},[1578],"Medical Imaging & Radiology",{"categories":1580},[115],{"categories":1582},[115],{"categories":1584},[115],{"categories":1586},[216],{"categories":1588},[128],{"categories":1590},[142],{"categories":1592},[],{"categories":1594},[115],{"categories":1596},[115],{"categories":1598},[115],{"categories":1600},[],{"categories":1602},[],{"categories":1604},[115],{"categories":1606},[115],{"categories":1608},[458],{"categories":1610},[115],{"categories":1612},[118],{"categories":1614},[115],{"categories":1616},[115],{"categories":1618},[],{"categories":1620},[128],{"categories":1622},[115],{"categories":1624},[131],{"categories":1626},[142],{"categories":1628},[115],{"categories":1630},[128],{"categories":1632},[458],{"categories":1634},[115],{"categories":1636},[128],{"categories":1638},[115],{"categories":1640},[115],{"categories":1642},[115],{"categories":1644},[216],{"categories":1646},[128],{"categories":1648},[285],{"categories":1650},[216],{"categories":1652},[123],{"categories":1654},[128],{"categories":1656},[164],{"categories":1658},[115],{"categories":1660},[115],{"categories":1662},[131],{"categories":1664},[115],{"categories":1666},[115],{"categories":1668},[115],{"categories":1670},[115],{"categories":1672},[128],{"categories":1674},[115],{"categories":1676},[142],{"categories":1678},[142],{"categories":1680},[115],{"categories":1682},[131],{"categories":1684},[],{"categories":1686},[164],{"categories":1688},[],{"categories":1690},[131],{"categories":1692},[128],{"categories":1694},[115],{"categories":1696},[128],{"categories":1698},[1238],{"categories":1700},[1238],{"categories":1702},[216],{"categories":1704},[115],{"categories":1706},[115],{"categories":1708},[115],{"categories":1710},[128],{"categories":1712},[142],{"categories":1714},[216],{"categories":1716},[128],{"categories":1718},[164],{"categories":1720},[],{"categories":1722},[115],{"categories":1724},[],{"categories":1726},[115],{"categories":1728},[115],{"categories":1730},[115],{"categories":1732},[115],{"categories":1734},[128],{"categories":1736},[1737],"Contract Review & E-Discovery",{"categories":1739},[115],{"categories":1741},[216],{"categories":1743},[115],{"categories":1745},[118],{"categories":1747},[115],{"categories":1749},[164],{"categories":1751},[115],{"categories":1753},[115],{"categories":1755},[68],{"categories":1757},[142],{"categories":1759},[115],{"categories":1761},[115],{"categories":1763},[128],{"categories":1765},[128],{"categories":1767},[886],{"categories":1769},[115],{"categories":1771},[115],{"categories":1773},[128],{"categories":1775},[128],{"categories":1777},[115],{"categories":1779},[115],{"categories":1781},[115],{"categories":1783},[128],{"categories":1785},[115],{"categories":1787},[115],{"categories":1789},[458],{"categories":1791},[435],{"categories":1793},[115],{"categories":1795},[128],{"categories":1797},[115],{"categories":1799},[1800],"Law-Firm Practice & Adoption",{"categories":1802},[115],{"categories":1804},[128],{"categories":1806},[216],{"categories":1808},[115],{"categories":1810},[115],{"categories":1812},[115],{"categories":1814},[],{"categories":1816},[],{"categories":1818},[142],{"categories":1820},[115],{"categories":1822},[],{"categories":1824},[128],{"categories":1826},[118],{"categories":1828},[285],{"categories":1830},[115],{"categories":1832},[],{"categories":1834},[118],{"categories":1836},[123],{"categories":1838},[115],{"categories":1840},[68],{"categories":1842},[],{"categories":1844},[123],{"categories":1846},[128],{"categories":1848},[123],{"categories":1850},[],{"categories":1852},[115],{"categories":1854},[131],{"categories":1856},[115],{"categories":1858},[142],{"categories":1860},[],{"categories":1862},[],{"categories":1864},[],{"categories":1866},[],{"categories":1868},[115],{"categories":1870},[131],{"categories":1872},[128],{"categories":1874},[285],{"categories":1876},[115],{"categories":1878},[118],{"categories":1880},[142],{"categories":1882},[115],{"categories":1884},[115],{"categories":1886},[142],{"categories":1888},[131],{"categories":1890},[115],{"categories":1892},[115],{"categories":1894},[115],{"categories":1896},[913],{"categories":1898},[115],{"categories":1900},[142],{"categories":1902},[115],{"categories":1904},[68],{"categories":1906},[142],{"categories":1908},[123],{"categories":1910},[115],{"categories":1912},[115],{"categories":1914},[115],{"categories":1916},[216],{"categories":1918},[115],{"categories":1920},[115],{"categories":1922},[115],{"categories":1924},[115],{"categories":1926},[123],{"categories":1928},[128],{"categories":1930},[115,118],{"categories":1932},[458],{"categories":1934},[115],{"categories":1936},[115],{"categories":1938},[142],{"categories":1940},[142],{"categories":1942},[216],{"categories":1944},[128],{"categories":1946},[128],{"categories":1948},[142],{"categories":1950},[115],{"categories":1952},[115],{"categories":1954},[115],{"categories":1956},[],{"categories":1958},[],{"categories":1960},[115],{"categories":1962},[167],{"categories":1964},[115],{"categories":1966},[128],{"categories":1968},[],{"categories":1970},[115],{"categories":1972},[115],{"categories":1974},[142],{"categories":1976},[167],{"categories":1978},[164],{"categories":1980},[216],{"categories":1982},[115],{"categories":1984},[128],{"categories":1986},[115],{"categories":1988},[142],{"categories":1990},[],{"categories":1992},[128],{"categories":1994},[115],{"categories":1996},[115],{"categories":1998},[115],{"categories":2000},[115],{"categories":2002},[],{"categories":2004},[128],{"categories":2006},[115],{"categories":2008},[115],{"categories":2010},[115],{"categories":2012},[],{"categories":2014},[128],{"categories":2016},[115],{"categories":2018},[115],{"categories":2020},[123],{"categories":2022},[115],{"categories":2024},[115],{"categories":2026},[],{"categories":2028},[118],{"categories":2030},[115],{"categories":2032},[115],{"categories":2034},[115],{"categories":2036},[216],{"categories":2038},[115],{"categories":2040},[142],{"categories":2042},[115],{"categories":2044},[118],{"categories":2046},[115],{"categories":2048},[142],{"categories":2050},[68],{"categories":2052},[128],{"categories":2054},[128],{"categories":2056},[115],{"categories":2058},[115],{"categories":2060},[115,216],{"categories":2062},[115],{"categories":2064},[128],{"categories":2066},[164],{"categories":2068},[115],{"categories":2070},[164],{"categories":2072},[128],{"categories":2074},[216],{"categories":2076},[115],{"categories":2078},[],{"categories":2080},[142],{"categories":2082},[285],{"categories":2084},[216],{"categories":2086},[142],{"categories":2088},[115],{"categories":2090},[131],{"categories":2092},[115],{"categories":2094},[115],{"categories":2096},[128],{"categories":2098},[],{"categories":2100},[],{"categories":2102},[115],{"categories":2104},[],{"categories":2106},[],{"categories":2108},[131],{"categories":2110},[142],{"categories":2112},[115],{"categories":2114},[128],{"categories":2116},[128],{"categories":2118},[123],{"categories":2120},[128],{"categories":2122},[285],{"categories":2124},[115],{"categories":2126},[115],{"categories":2128},[115],{"categories":2130},[153],{"categories":2132},[115],{"categories":2134},[115],{"categories":2136},[115],{"categories":2138},[142],{"categories":2140},[128],{"categories":2142},[115],{"categories":2144},[115],{"categories":2146},[142],{"categories":2148},[402],{"categories":2150},[128],{"categories":2152},[886],{"categories":2154},[],{"categories":2156},[216],{"categories":2158},[1800],{"categories":2160},[142],{"categories":2162},[],{"categories":2164},[],{"categories":2166},[115],{"categories":2168},[128],{"categories":2170},[],{"categories":2172},[],{"categories":2174},[115],{"categories":2176},[68],{"categories":2178},[115],{"categories":2180},[68],{"categories":2182},[128],{"categories":2184},[115],{"categories":2186},[115],{"categories":2188},[142],{"categories":2190},[131],{"categories":2192},[],{"categories":2194},[115],{"categories":2196},[115],{"categories":2198},[142],{"categories":2200},[1737],{"categories":2202},[216],{"categories":2204},[216],{"categories":2206},[115],{"categories":2208},[128],{"categories":2210},[118],{"categories":2212},[115],{"categories":2214},[115],{"categories":2216},[115],{"categories":2218},[115],{"categories":2220},[216],{"categories":2222},[216],{"categories":2224},[128],{"categories":2226},[128],{"categories":2228},[128],{"categories":2230},[115],{"categories":2232},[115],{"categories":2234},[],{"categories":2236},[115],{"categories":2238},[],{"categories":2240},[2241],"Interaction & Product Design",{"categories":2243},[115],{"categories":2245},[128],{"categories":2247},[142],{"categories":2249},[314],{"categories":2251},[164],{"categories":2253},[142],{"categories":2255},[115],{"categories":2257},[115],{"categories":2259},[115],{"categories":2261},[142],{"categories":2263},[115],{"categories":2265},[118],{"categories":2267},[128],{"categories":2269},[115],{"categories":2271},[],{"categories":2273},[128],{"categories":2275},[128],{"categories":2277},[128],{"categories":2279},[],{"categories":2281},[142],{"categories":2283},[115],{"categories":2285},[128],{"categories":2287},[118],{"categories":2289},[2241],{"categories":2291},[115],{"categories":2293},[118],{"categories":2295},[118],{"categories":2297},[],{"categories":2299},[128],{"categories":2301},[142],{"categories":2303},[],{"categories":2305},[128],{"categories":2307},[164],{"categories":2309},[115],{"categories":2311},[128],{"categories":2313},[115],{"categories":2315},[128],{"categories":2317},[128],{"categories":2319},[115],{"categories":2321},[115],{"categories":2323},[164],{"categories":2325},[167],{"categories":2327},[115],{"categories":2329},[131],{"categories":2331},[142],{"categories":2333},[2334],"Coding Agents & Dev Productivity",{"categories":2336},[164],{"categories":2338},[216],{"categories":2340},[115],{"categories":2342},[115],{"categories":2344},[],{"categories":2346},[115],{"categories":2348},[886],{"categories":2350},[],{"categories":2352},[115],{"categories":2354},[115],{"categories":2356},[285],{"categories":2358},[115],{"categories":2360},[164],{"categories":2362},[],{"categories":2364},[],{"categories":2366},[115],{"categories":2368},[],{"categories":2370},[128],{"categories":2372},[115],{"categories":2374},[],{"categories":2376},[142],{"categories":2378},[142],{"categories":2380},[115],{"categories":2382},[167],{"categories":2384},[],{"categories":2386},[115],{"categories":2388},[115],{"categories":2390},[115],{"categories":2392},[167],{"categories":2394},[142],{"categories":2396},[128],{"categories":2398},[],{"categories":2400},[],{"categories":2402},[115],{"categories":2404},[115],{"categories":2406},[128],{"categories":2408},[128],{"categories":2410},[379],{"categories":2412},[142],{"categories":2414},[142],{"categories":2416},[128],{"categories":2418},[164],{"categories":2420},[164],{"categories":2422},[128],{"categories":2424},[128],{"categories":2426},[115],{"categories":2428},[118],{"categories":2430},[2241],{"categories":2432},[131],{"categories":2434},[115,285],{"categories":2436},[167],{"categories":2438},[],{"categories":2440},[216],{"categories":2442},[128],{"categories":2444},[142],{"categories":2446},[118],{"categories":2448},[115],{"categories":2450},[128],{"categories":2452},[2453],"The Designer's Role & Craft",{"categories":2455},[216],{"categories":2457},[],{"categories":2459},[128],{"categories":2461},[115],{"categories":2463},[128],{"categories":2465},[128],{"categories":2467},[115],{"categories":2469},[68],{"categories":2471},[115],{"categories":2473},[142],{"categories":2475},[115],{"categories":2477},[216],{"categories":2479},[115],{"categories":2481},[],{"categories":2483},[128],{"categories":2485},[216],{"categories":2487},[131],{"categories":2489},[115],{"categories":2491},[115],{"categories":2493},[115],{"categories":2495},[2496],"AI UX Patterns",{"categories":2498},[128],{"categories":2500},[128],{"categories":2502},[128],{"categories":2504},[128],{"categories":2506},[68],{"categories":2508},[167],{"categories":2510},[115],{"categories":2512},[128],{"categories":2514},[115],{"categories":2516},[1238],{"categories":2518},[],{"categories":2520},[68],{"categories":2522},[128],{"categories":2524},[164],{"categories":2526},[142],{"categories":2528},[115],{"categories":2530},[128],{"categories":2532},[],{"categories":2534},[],{"categories":2536},[115],{"categories":2538},[115],{"categories":2540},[128],{"categories":2542},[115],{"categories":2544},[128],{"categories":2546},[379],{"categories":2548},[216],{"categories":2550},[115],{"categories":2552},[164],{"categories":2554},[142],{"categories":2556},[115],{"categories":2558},[128],{"categories":2560},[128],{"categories":2562},[],{"categories":2564},[115],{"categories":2566},[],{"categories":2568},[115],{"categories":2570},[],{"categories":2572},[115],{"categories":2574},[115],{"categories":2576},[115],{"categories":2578},[128],{"categories":2580},[142],{"categories":2582},[],{"categories":2584},[],{"categories":2586},[167],{"categories":2588},[153],{"categories":2590},[115],{"categories":2592},[115],{"categories":2594},[115],{"categories":2596},[167],{"categories":2598},[115],{"categories":2600},[115],{"categories":2602},[164],{"categories":2604},[115],{"categories":2606},[115],{"categories":2608},[115],{"categories":2610},[128],{"categories":2612},[115],{"categories":2614},[128],{"categories":2616},[115],{"categories":2618},[115],{"categories":2620},[115],{"categories":2622},[128],{"categories":2624},[],{"categories":2626},[115],{"categories":2628},[],{"categories":2630},[115],{"categories":2632},[115],{"categories":2634},[285],{"categories":2636},[115],{"categories":2638},[],{"categories":2640},[],{"categories":2642},[216],{"categories":2644},[913],{"categories":2646},[128],{"categories":2648},[118],{"categories":2650},[2453],{"categories":2652},[],{"categories":2654},[],{"categories":2656},[115],{"categories":2658},[],{"categories":2660},[],{"categories":2662},[142],{"categories":2664},[164],{"categories":2666},[68],{"categories":2668},[128],{"categories":2670},[123],{"categories":2672},[115],{"categories":2674},[115],{"categories":2676},[123],{"categories":2678},[],{"categories":2680},[216],{"categories":2682},[131],{"categories":2684},[115],{"categories":2686},[115],{"categories":2688},[128],{"categories":2690},[123],{"categories":2692},[115],{"categories":2694},[115],{"categories":2696},[118],{"categories":2698},[115],{"categories":2700},[115],{"categories":2702},[],{"categories":2704},[118],{"categories":2706},[115],{"categories":2708},[68],{"categories":2710},[128],{"categories":2712},[164],{"categories":2714},[115],{"categories":2716},[142],{"categories":2718},[115],{"categories":2720},[115],{"categories":2722},[123],{"categories":2724},[115],{"categories":2726},[115],{"categories":2728},[115],{"categories":2730},[128],{"categories":2732},[115],{"categories":2734},[],{"categories":2736},[115],{"categories":2738},[142],{"categories":2740},[118],{"categories":2742},[115],{"categories":2744},[115],{"categories":2746},[115],{"categories":2748},[],{"categories":2750},[115],{"categories":2752},[458],{"categories":2754},[128],{"categories":2756},[123],{"categories":2758},[164],{"categories":2760},[115],{"categories":2762},[115],{"categories":2764},[],{"categories":2766},[123],{"categories":2768},[123],{"categories":2770},[115],{"categories":2772},[115],{"categories":2774},[131],{"categories":2776},[115],{"categories":2778},[115],{"categories":2780},[115],{"categories":2782},[115],{"categories":2784},[142],{"categories":2786},[142],{"categories":2788},[115],{"categories":2790},[],{"categories":2792},[142],{"categories":2794},[115],{"categories":2796},[142],{"categories":2798},[128],{"categories":2800},[563],{"categories":2802},[],{"categories":2804},[],{"categories":2806},[115],{"categories":2808},[164],{"categories":2810},[],{"categories":2812},[285],{"categories":2814},[115],{"categories":2816},[115],{"categories":2818},[115],{"categories":2820},[216],{"categories":2822},[875],{"categories":2824},[],{"categories":2826},[115],{"categories":2828},[115],{"categories":2830},[115],{"categories":2832},[142],{"categories":2834},[115],{"categories":2836},[115],{"categories":2838},[115,285],{"categories":2840},[115],{"categories":2842},[115],{"categories":2844},[216],{"categories":2846},[128],{"categories":2848},[],{"categories":2850},[128],{"categories":2852},[128],{"categories":2854},[115],{"categories":2856},[115],{"categories":2858},[115],{"categories":2860},[115],{"categories":2862},[167],{"categories":2864},[115],{"categories":2866},[2496],{"categories":2868},[118],{"categories":2870},[167],{"categories":2872},[118],{"categories":2874},[142],{"categories":2876},[216],{"categories":2878},[128],{"categories":2880},[115],{"categories":2882},[],{"categories":2884},[123],{"categories":2886},[115],{"categories":2888},[115],{"categories":2890},[164],{"categories":2892},[115],{"categories":2894},[115],{"categories":2896},[115],{"categories":2898},[128],{"categories":2900},[115],{"categories":2902},[115],{"categories":2904},[115],{"categories":2906},[123],{"categories":2908},[],{"categories":2910},[285],{"categories":2912},[115],{"categories":2914},[379],{"categories":2916},[216],{"categories":2918},[216],{"categories":2920},[142],{"categories":2922},[128],{"categories":2924},[115],{"categories":2926},[123],{"categories":2928},[164],{"categories":2930},[115],{"categories":2932},[115],{"categories":2934},[115],{"categories":2936},[216],{"categories":2938},[128],{"categories":2940},[128],{"categories":2942},[115],{"categories":2944},[115],{"categories":2946},[517],{"categories":2948},[128],{"categories":2950},[],{"categories":2952},[115],{"categories":2954},[115],{"categories":2956},[115],{"categories":2958},[],{"categories":2960},[],{"categories":2962},[115],{"categories":2964},[115],{"categories":2966},[128],{"categories":2968},[115],{"categories":2970},[115],{"categories":2972},[115],{"categories":2974},[142],{"categories":2976},[115],{"categories":2978},[115],{"categories":2980},[128],{"categories":2982},[115],{"categories":2984},[115],{"categories":2986},[115],{"categories":2988},[115],{"categories":2990},[115],{"categories":2992},[],{"categories":2994},[142],{"categories":2996},[167],{"categories":2998},[115],{"categories":3000},[128],{"categories":3002},[128],{"categories":3004},[115],{"categories":3006},[115],{"categories":3008},[],{"categories":3010},[],{"categories":3012},[115],{"categories":3014},[115],{"categories":3016},[115],{"categories":3018},[164],{"categories":3020},[167],{"categories":3022},[],{"categories":3024},[115],{"categories":3026},[216],{"categories":3028},[115],{"categories":3030},[285],{"categories":3032},[1800],{"categories":3034},[164],{"categories":3036},[142],{"categories":3038},[115],{"categories":3040},[142],{"categories":3042},[142],{"categories":3044},[115],{"categories":3046},[115],{"categories":3048},[142],{"categories":3050},[164],{"categories":3052},[164],{"categories":3054},[285],{"categories":3056},[128],{"categories":3058},[],{"categories":3060},[164],{"categories":3062},[115],{"categories":3064},[128],{"categories":3066},[118],{"categories":3068},[142],{"categories":3070},[115],{"categories":3072},[164],{"categories":3074},[],{"categories":3076},[115],{"categories":3078},[142],{"categories":3080},[142],{"categories":3082},[167],{"categories":3084},[115],{"categories":3086},[164],{"categories":3088},[115],{"categories":3090},[142],{"categories":3092},[128],{"categories":3094},[128],{"categories":3096},[164],{"categories":3098},[128],{"categories":3100},[285],{"categories":3102},[128],{"categories":3104},[115],{"categories":3106},[115],{"categories":3108},[115],{"categories":3110},[115],{"categories":3112},[142],{"categories":3114},[115],{"categories":3116},[],{"categories":3118},[128],{"categories":3120},[123],{"categories":3122},[142],{"categories":3124},[],{"categories":3126},[],{"categories":3128},[115],{"categories":3130},[128],{"categories":3132},[115],{"categories":3134},[115],{"categories":3136},[3137],"Frameworks & Tooling",{"categories":3139},[115],{"categories":3141},[115],{"categories":3143},[142],{"categories":3145},[115],{"categories":3147},[115],{"categories":3149},[],{"categories":3151},[167],{"categories":3153},[167],{"categories":3155},[118],{"categories":3157},[115],{"categories":3159},[128],{"categories":3161},[115],{"categories":3163},[216],{"categories":3165},[],{"categories":3167},[1800],{"categories":3169},[115],{"categories":3171},[142],{"categories":3173},[115],{"categories":3175},[285],{"categories":3177},[285],{"categories":3179},[],{"categories":3181},[128],{"categories":3183},[128],{"categories":3185},[115],{"categories":3187},[115],{"categories":3189},[164],{"categories":3191},[128],{"categories":3193},[164],{"categories":3195},[115],{"categories":3197},[128],{"categories":3199},[],{"categories":3201},[216],{"categories":3203},[115],{"categories":3205},[115],{"categories":3207},[],{"categories":3209},[115],{"categories":3211},[128],{"categories":3213},[115],{"categories":3215},[115],{"categories":3217},[115],{"categories":3219},[],{"categories":3221},[142],{"categories":3223},[115],{"categories":3225},[142],{"categories":3227},[285],{"categories":3229},[115],{"categories":3231},[115],{"categories":3233},[115],{"categories":3235},[142],{"categories":3237},[123],{"categories":3239},[115],{"categories":3241},[1800],{"categories":3243},[],{"categories":3245},[128],{"categories":3247},[118],{"categories":3249},[115],{"categories":3251},[118],{"categories":3253},[115],{"categories":3255},[],{"categories":3257},[128],{"categories":3259},[115],{"categories":3261},[115],{"categories":3263},[3264],"AI Design Tooling",{"categories":3266},[216],{"categories":3268},[115],{"categories":3270},[115],{"categories":3272},[142],{"categories":3274},[216],{"categories":3276},[115],{"categories":3278},[115],{"categories":3280},[142],{"categories":3282},[164],{"categories":3284},[131],{"categories":3286},[142],{"categories":3288},[115],{"categories":3290},[115],{"categories":3292},[115],{"categories":3294},[128],{"categories":3296},[115],{"categories":3298},[],{"categories":3300},[128],{"categories":3302},[115],{"categories":3304},[115],{"categories":3306},[128],{"categories":3308},[115],{"categories":3310},[115],{"categories":3312},[115],{"categories":3314},[128],{"categories":3316},[],{"categories":3318},[128],{"categories":3320},[3137],{"categories":3322},[115],{"categories":3324},[115],{"categories":3326},[128],{"categories":3328},[128],{"categories":3330},[142],{"categories":3332},[142],{"categories":3334},[115],{"categories":3336},[],{"categories":3338},[142],{"categories":3340},[115],{"categories":3342},[115],{"categories":3344},[128],{"categories":3346},[123],{"categories":3348},[115],{"categories":3350},[],{"categories":3352},[115],{"categories":3354},[115],{"categories":3356},[2241],{"categories":3358},[],{"categories":3360},[115],{"categories":3362},[115],{"categories":3364},[115],{"categories":3366},[115],{"categories":3368},[216],{"categories":3370},[115],{"categories":3372},[],{"categories":3374},[115],{"categories":3376},[115],{"categories":3378},[115],{"categories":3380},[115],{"categories":3382},[68],{"categories":3384},[164],{"categories":3386},[115],{"categories":3388},[115],{"categories":3390},[1800],{"categories":3392},[118],{"categories":3394},[115],{"categories":3396},[115],{"categories":3398},[167],{"categories":3400},[115],{"categories":3402},[115],{"categories":3404},[164],{"categories":3406},[128],{"categories":3408},[],{"categories":3410},[115],{"categories":3412},[115],{"categories":3414},[216],{"categories":3416},[115],{"categories":3418},[68],{"categories":3420},[128],{"categories":3422},[115],{"categories":3424},[128],{"categories":3426},[],{"categories":3428},[],{"categories":3430},[],{"categories":3432},[118],{"categories":3434},[164],{"categories":3436},[128],{"categories":3438},[115],{"categories":3440},[115],{"categories":3442},[115],{"categories":3444},[115],{"categories":3446},[402],{"categories":3448},[216],{"categories":3450},[128],{"categories":3452},[115],{"categories":3454},[],{"categories":3456},[128],{"categories":3458},[128],{"categories":3460},[],{"categories":3462},[115],{"categories":3464},[128],{"categories":3466},[115],{"categories":3468},[],{"categories":3470},[115],{"categories":3472},[115],{"categories":3474},[115],{"categories":3476},[164],{"categories":3478},[216],{"categories":3480},[128],{"categories":3482},[216],{"categories":3484},[128],{"categories":3486},[115],{"categories":3488},[123],{"categories":3490},[],{"categories":3492},[],{"categories":3494},[115],{"categories":3496},[115],{"categories":3498},[115],{"categories":3500},[118],{"categories":3502},[128],{"categories":3504},[164],{"categories":3506},[],{"categories":3508},[216],{"categories":3510},[],{"categories":3512},[142],{"categories":3514},[115],{"categories":3516},[142],{"categories":3518},[216],{"categories":3520},[142],{"categories":3522},[115],{"categories":3524},[],{"categories":3526},[115],{"categories":3528},[115],{"categories":3530},[],{"categories":3532},[115],{"categories":3534},[115],{"categories":3536},[68],{"categories":3538},[115],{"categories":3540},[115],{"categories":3542},[285],{"categories":3544},[142],{"categories":3546},[115],{"categories":3548},[],{"categories":3550},[128],{"categories":3552},[115],{"categories":3554},[118],{"categories":3556},[517],{"categories":3558},[115],{"categories":3560},[115],{"categories":3562},[128],{"categories":3564},[115],{"categories":3566},[128],{"categories":3568},[115],{"categories":3570},[115],{"categories":3572},[115],{"categories":3574},[115],{"categories":3576},[],{"categories":3578},[115],{"categories":3580},[118],{"categories":3582},[115],{"categories":3584},[123],{"categories":3586},[142],{"categories":3588},[216],{"categories":3590},[],{"categories":3592},[115],{"categories":3594},[],{"categories":3596},[128],{"categories":3598},[115],{"categories":3600},[],{"categories":3602},[128],{"categories":3604},[115],{"categories":3606},[142],{"categories":3608},[216],{"categories":3610},[164],{"categories":3612},[115],{"categories":3614},[164],{"categories":3616},[128],{"categories":3618},[216],{"categories":3620},[115],{"categories":3622},[],{"categories":3624},[115],{"categories":3626},[153],{"categories":3628},[128],{"categories":3630},[115],{"categories":3632},[216],{"categories":3634},[164],{"categories":3636},[123],{"categories":3638},[142],{"categories":3640},[115],{"categories":3642},[115],{"categories":3644},[115],{"categories":3646},[115],{"categories":3648},[164],{"categories":3650},[68],{"categories":3652},[],{"categories":3654},[],{"categories":3656},[167],{"categories":3658},[458],{"categories":3660},[115],{"categories":3662},[128],{"categories":3664},[115,142],{"categories":3666},[164],{"categories":3668},[115],{"categories":3670},[115],{"categories":3672},[115],{"categories":3674},[115],{"categories":3676},[115],{"categories":3678},[115],{"categories":3680},[115],{"categories":3682},[128],{"categories":3684},[115],{"categories":3686},[128],{"categories":3688},[115],{"categories":3690},[115],{"categories":3692},[115],{"categories":3694},[],{"categories":3696},[115],{"categories":3698},[1238],{"categories":3700},[142],{"categories":3702},[216],{"categories":3704},[115],{"categories":3706},[115],{"categories":3708},[115],{"categories":3710},[167],{"categories":3712},[128],{"categories":3714},[68],{"categories":3716},[285],{"categories":3718},[],{"categories":3720},[142],{"categories":3722},[115],{"categories":3724},[123],{"categories":3726},[128],{"categories":3728},[118],{"categories":3730},[128],{"categories":3732},[115],{"categories":3734},[128],{"categories":3736},[128],{"categories":3738},[131],{"categories":3740},[142],{"categories":3742},[115],{"categories":3744},[115],{"categories":3746},[],{"categories":3748},[],{"categories":3750},[],{"categories":3752},[285],{"categories":3754},[115],{"categories":3756},[164],{"categories":3758},[115],{"categories":3760},[115],{"categories":3762},[115],{"categories":3764},[115],{"categories":3766},[],{"categories":3768},[115],{"categories":3770},[167],{"categories":3772},[123],{"categories":3774},[128],{"categories":3776},[115],{"categories":3778},[],{"categories":3780},[115],{"categories":3782},[128],{"categories":3784},[115],{"categories":3786},[285],{"categories":3788},[],{"categories":3790},[216],{"categories":3792},[216],{"categories":3794},[115],{"categories":3796},[128],{"categories":3798},[],{"categories":3800},[142],{"categories":3802},[115],{"categories":3804},[216],{"categories":3806},[115],{"categories":3808},[123],{"categories":3810},[128],{"categories":3812},[115],{"categories":3814},[],{"categories":3816},[164],{"categories":3818},[115],{"categories":3820},[115],{"categories":3822},[115],{"categories":3824},[216],{"categories":3826},[128],{"categories":3828},[164],{"categories":3830},[],{"categories":3832},[128],{"categories":3834},[123],{"categories":3836},[128],{"categories":3838},[216],{"categories":3840},[115],{"categories":3842},[115],{"categories":3844},[115],{"categories":3846},[458],{"categories":3848},[115],{"categories":3850},[128],{"categories":3852},[],{"categories":3854},[115],{"categories":3856},[115],{"categories":3858},[285],{"categories":3860},[164],{"categories":3862},[167],{"categories":3864},[563],{"categories":3866},[167],{"categories":3868},[167],{"categories":3870},[115],{"categories":3872},[],{"categories":3874},[],{"categories":3876},[],{"categories":3878},[128],{"categories":3880},[115],{"categories":3882},[128],{"categories":3884},[128],{"categories":3886},[142],{"categories":3888},[115],{"categories":3890},[435],{"categories":3892},[142],{"categories":3894},[128],{"categories":3896},[115],{"categories":3898},[115],{"categories":3900},[115],{"categories":3902},[115],{"categories":3904},[115],{"categories":3906},[128],{"categories":3908},[115],{"categories":3910},[],{"categories":3912},[],{"categories":3914},[115],{"categories":3916},[],{"categories":3918},[115],{"categories":3920},[128],{"categories":3922},[216],{"categories":3924},[115],{"categories":3926},[115],{"categories":3928},[],{"categories":3930},[128],{"categories":3932},[115],{"categories":3934},[115],{"categories":3936},[131],{"categories":3938},[115],{"categories":3940},[216],{"categories":3942},[115],{"categories":3944},[128],{"categories":3946},[123],{"categories":3948},[115],{"categories":3950},[115],{"categories":3952},[68],{"categories":3954},[128],{"categories":3956},[115],{"categories":3958},[115],{"categories":3960},[875],{"categories":3962},[115],{"categories":3964},[128],{"categories":3966},[115],{"categories":3968},[142],{"categories":3970},[115],{"categories":3972},[517],{"categories":3974},[216],{"categories":3976},[],{"categories":3978},[115],{"categories":3980},[115],{"categories":3982},[164],{"categories":3984},[458],{"categories":3986},[128],{"categories":3988},[115],{"categories":3990},[],{"categories":3992},[164],{"categories":3994},[379],{"categories":3996},[128],{"categories":3998},[128],{"categories":4000},[128],{"categories":4002},[115],{"categories":4004},[115],{"categories":4006},[128],{"categories":4008},[],{"categories":4010},[123],{"categories":4012},[115],{"categories":4014},[123],{"categories":4016},[128],{"categories":4018},[],{"categories":4020},[142],{"categories":4022},[115],{"categories":4024},[115],{"categories":4026},[118],{"categories":4028},[115],{"categories":4030},[164],{"categories":4032},[285],{"categories":4034},[153],{"categories":4036},[128],{"categories":4038},[128],{"categories":4040},[115],{"categories":4042},[115],{"categories":4044},[128],{"categories":4046},[115],{"categories":4048},[118],{"categories":4050},[],{"categories":4052},[128],{"categories":4054},[115],{"categories":4056},[115],{"categories":4058},[115],{"categories":4060},[128],{"categories":4062},[115],{"categories":4064},[],{"categories":4066},[115],{"categories":4068},[],{"categories":4070},[216],{"categories":4072},[128],{"categories":4074},[115,123],{"categories":4076},[128],{"categories":4078},[115],{"categories":4080},[],{"categories":4082},[118],{"categories":4084},[167],{"categories":4086},[123],{"categories":4088},[115],{"categories":4090},[142],{"categories":4092},[115],{"categories":4094},[115],{"categories":4096},[128],{"categories":4098},[115],{"categories":4100},[115],{"categories":4102},[115],{"categories":4104},[164],{"categories":4106},[1238],{"categories":4108},[128],{"categories":4110},[115],{"categories":4112},[],{"categories":4114},[],{"categories":4116},[115],{"categories":4118},[128],{"categories":4120},[115],{"categories":4122},[115],{"categories":4124},[285],{"categories":4126},[],{"categories":4128},[115],{"categories":4130},[128],{"categories":4132},[153],{"categories":4134},[128],{"categories":4136},[458],{"categories":4138},[],{"categories":4140},[402],{"categories":4142},[128],{"categories":4144},[115],{"categories":4146},[115],{"categories":4148},[68],{"categories":4150},[128],{"categories":4152},[115],{"categories":4154},[167],{"categories":4156},[131],{"categories":4158},[128],{"categories":4160},[115],{"categories":4162},[458],{"categories":4164},[115],{"categories":4166},[285],{"categories":4168},[123],{"categories":4170},[],{"categories":4172},[115],{"categories":4174},[115],{"categories":4176},[68],{"categories":4178},[216],{"categories":4180},[115],{"categories":4182},[115],{"categories":4184},[115],{"categories":4186},[],{"categories":4188},[68],{"categories":4190},[164],{"categories":4192},[115],{"categories":4194},[115],{"categories":4196},[115],{"categories":4198},[563],{"categories":4200},[118],{"categories":4202},[115],{"categories":4204},[131],{"categories":4206},[115],{"categories":4208},[],{"categories":4210},[],{"categories":4212},[216],{"categories":4214},[115],{"categories":4216},[167],{"categories":4218},[68],{"categories":4220},[128],{"categories":4222},[115],{"categories":4224},[115],{"categories":4226},[68],{"categories":4228},[164],{"categories":4230},[115],{"categories":4232},[],{"categories":4234},[115],{"categories":4236},[115],{"categories":4238},[],{"categories":4240},[115],{"categories":4242},[115],{"categories":4244},[588],{"categories":4246},[115],{"categories":4248},[115],{"categories":4250},[128],{"categories":4252},[142],{"categories":4254},[458],{"categories":4256},[115],{"categories":4258},[115],{"categories":4260},[115],{"categories":4262},[],{"categories":4264},[115,142],{"categories":4266},[164],{"categories":4268},[128],{"categories":4270},[142],{"categories":4272},[128],{"categories":4274},[913],{"categories":4276},[142],{"categories":4278},[142],{"categories":4280},[128],{"categories":4282},[115],{"categories":4284},[118],{"categories":4286},[],{"categories":4288},[],{"categories":4290},[128],{"categories":4292},[115],{"categories":4294},[142],{"categories":4296},[115],{"categories":4298},[118],{"categories":4300},[142],{"categories":4302},[142],{"categories":4304},[115],{"categories":4306},[68],{"categories":4308},[115],{"categories":4310},[142],{"categories":4312},[115],{"categories":4314},[],{"categories":4316},[115],{"categories":4318},[115],{"categories":4320},[216,115],{"categories":4322},[285],{"categories":4324},[118],{"categories":4326},[115],{"categories":4328},[],{"categories":4330},[115],{"categories":4332},[115],{"categories":4334},[123],{"categories":4336},[115],{"categories":4338},[123],{"categories":4340},[115],{"categories":4342},[115],{"categories":4344},[379],{"categories":4346},[115],{"categories":4348},[123],{"categories":4350},[142],{"categories":4352},[167],{"categories":4354},[128],{"categories":4356},[115],{"categories":4358},[142],{"categories":4360},[115],{"categories":4362},[115],{"categories":4364},[164],{"categories":4366},[68],{"categories":4368},[216],{"categories":4370},[115],{"categories":4372},[115],{"categories":4374},[115],{"categories":4376},[115],{"categories":4378},[118],{"categories":4380},[115],{"categories":4382},[128],{"categories":4384},[128],{"categories":4386},[142],{"categories":4388},[164],{"categories":4390},[142],{"categories":4392},[142],{"categories":4394},[115],{"categories":4396},[115],{"categories":4398},[],{"categories":4400},[],{"categories":4402},[167],{"categories":4404},[115],{"categories":4406},[142],{"categories":4408},[115],{"categories":4410},[216],{"categories":4412},[458],{"categories":4414},[402],{"categories":4416},[379],{"categories":4418},[115],{"categories":4420},[115],{"categories":4422},[115],{"categories":4424},[167],{"categories":4426},[115],{"categories":4428},[115],{"categories":4430},[115],{"categories":4432},[115],{"categories":4434},[115],{"categories":4436},[115],{"categories":4438},[115],{"categories":4440},[128],{"categories":4442},[118],{"categories":4444},[128],{"categories":4446},[115,123],{"categories":4448},[],{"categories":4450},[216],{"categories":4452},[],{"categories":4454},[131],{"categories":4456},[115],{"categories":4458},[164],{"categories":4460},[118],{"categories":4462},[115],{"categories":4464},[118],{"categories":4466},[128],{"categories":4468},[167],{"categories":4470},[128],{"categories":4472},[131],{"categories":4474},[128],{"categories":4476},[115],{"categories":4478},[115],{"categories":4480},[123],{"categories":4482},[128],{"categories":4484},[142],{"categories":4486},[68],{"categories":4488},[115],{"categories":4490},[115],{"categories":4492},[],{"categories":4494},[164],{"categories":4496},[115],{"categories":4498},[115],{"categories":4500},[115],{"categories":4502},[115],{"categories":4504},[115],{"categories":4506},[115],{"categories":4508},[142],{"categories":4510},[164],{"categories":4512},[142],{"categories":4514},[142],{"categories":4516},[115],{"categories":4518},[115],{"categories":4520},[115],{"categories":4522},[115],{"categories":4524},[402],{"categories":4526},[115],{"categories":4528},[128],{"categories":4530},[164],{"categories":4532},[115],{"categories":4534},[115],{"categories":4536},[115],{"categories":4538},[128],{"categories":4540},[115],{"categories":4542},[115],{"categories":4544},[115],{"categories":4546},[3137],{"categories":4548},[4549],"Clinical AI",{"categories":4551},[216],{"categories":4553},[115],{"categories":4555},[115],{"categories":4557},[115],{"categories":4559},[115],{"categories":4561},[285],{"categories":4563},[2496],{"categories":4565},[115],{"categories":4567},[131],{"categories":4569},[216],{"categories":4571},[115],{"categories":4573},[128],{"categories":4575},[115],{"categories":4577},[115],{"categories":4579},[164],{"categories":4581},[115],{"categories":4583},[128],{"categories":4585},[142],{"categories":4587},[68],{"categories":4589},[115],{"categories":4591},[115],{"categories":4593},[123],{"categories":4595},[115],{"categories":4597},[115],{"categories":4599},[517],{"categories":4601},[115],{"categories":4603},[],{"categories":4605},[128],{"categories":4607},[115],{"categories":4609},[142],{"categories":4611},[118],{"categories":4613},[115],{"categories":4615},[],{"categories":4617},[],{"categories":4619},[115],{"categories":4621},[],{"categories":4623},[123],{"categories":4625},[115],{"categories":4627},[115],{"categories":4629},[128],{"categories":4631},[115],{"categories":4633},[164],{"categories":4635},[164],{"categories":4637},[164],{"categories":4639},[164],{"categories":4641},[],{"categories":4643},[118],{"categories":4645},[128],{"categories":4647},[164],{"categories":4649},[115],{"categories":4651},[588],{"categories":4653},[131],{"categories":4655},[128],{"categories":4657},[115],{"categories":4659},[118],{"categories":4661},[115],{"categories":4663},[128],{"categories":4665},[115],{"categories":4667},[115],{"categories":4669},[115],{"categories":4671},[115,128],{"categories":4673},[128],{"categories":4675},[285],{"categories":4677},[164],{"categories":4679},[128],{"categories":4681},[164],{"categories":4683},[128],{"categories":4685},[115],{"categories":4687},[],{"categories":4689},[164],{"categories":4691},[68],{"categories":4693},[118],{"categories":4695},[115],{"categories":4697},[115],{"categories":4699},[],{"categories":4701},[142],{"categories":4703},[],{"categories":4705},[118],{"categories":4707},[128],{"categories":4709},[164],{"categories":4711},[115],{"categories":4713},[164],{"categories":4715},[118],{"categories":4717},[164],{"categories":4719},[164],{"categories":4721},[],{"categories":4723},[123],{"categories":4725},[128],{"categories":4727},[164],{"categories":4729},[164],{"categories":4731},[164],{"categories":4733},[164],{"categories":4735},[164],{"categories":4737},[164],{"categories":4739},[164],{"categories":4741},[164],{"categories":4743},[164],{"categories":4745},[164],{"categories":4747},[167],{"categories":4749},[118],{"categories":4751},[115],{"categories":4753},[115],{"categories":4755},[128],{"categories":4757},[128],{"categories":4759},[],{"categories":4761},[115],{"categories":4763},[115,118],{"categories":4765},[],{"categories":4767},[128],{"categories":4769},[115],{"categories":4771},[164],{"categories":4773},[128],{"categories":4775},[913],{"categories":4777},[115],{"categories":4779},[115],{"categories":4781},[115],{"categories":4783},[115],{"categories":4785},[115],{"categories":4787},[379],{"categories":4789},[115],{"categories":4791},[115],{"categories":4793},[128],{"categories":4795},[115],{"categories":4797},[115],{"categories":4799},[123],{"categories":4801},[131],{"categories":4803},[128],{"categories":4805},[128],{"categories":4807},[],{"categories":4809},[128],{"categories":4811},[216],{"categories":4813},[164],{"categories":4815},[115],{"categories":4817},[],{"categories":4819},[131],{"categories":4821},[],{"categories":4823},[142],{"categories":4825},[115],{"categories":4827},[128],{"categories":4829},[216],{"categories":4831},[115],{"categories":4833},[],{"categories":4835},[115],{"categories":4837},[115],{"categories":4839},[],{"categories":4841},[68],{"categories":4843},[115],{"categories":4845},[128],{"categories":4847},[],{"categories":4849},[],{"categories":4851},[164],{"categories":4853},[118],{"categories":4855},[115],{"categories":4857},[115],{"categories":4859},[123],{"categories":4861},[115],{"categories":4863},[115],{"categories":4865},[128],{"categories":4867},[115],{"categories":4869},[123],{"categories":4871},[123],{"categories":4873},[216],{"categories":4875},[],{"categories":4877},[115],{"categories":4879},[164],{"categories":4881},[],{"categories":4883},[115],{"categories":4885},[115],{"categories":4887},[216],{"categories":4889},[115],{"categories":4891},[115],{"categories":4893},[68],{"categories":4895},[115],{"categories":4897},[285],{"categories":4899},[],{"categories":4901},[128],{"categories":4903},[115],{"categories":4905},[68],{"categories":4907},[142],{"categories":4909},[],{"categories":4911},[115],{"categories":4913},[],{"categories":4915},[128],{"categories":4917},[216],{"categories":4919},[142],{"categories":4921},[],{"categories":4923},[3137],{"categories":4925},[123],{"categories":4927},[118],{"categories":4929},[115],{"categories":4931},[167],{"categories":4933},[128],{"categories":4935},[216],{"categories":4937},[115],{"categories":4939},[142],{"categories":4941},[],{"categories":4943},[],{"categories":4945},[115],{"categories":4947},[118],{"categories":4949},[115],{"categories":4951},[68],{"categories":4953},[],{"categories":4955},[128],{"categories":4957},[128],{"categories":4959},[115],{"categories":4961},[128],{"categories":4963},[115],{"categories":4965},[164],{"categories":4967},[142],{"categories":4969},[115],{"categories":4971},[128],{"categories":4973},[131],{"categories":4975},[115],{"categories":4977},[115],{"categories":4979},[115],{"categories":4981},[128],{"categories":4983},[115],{"categories":4985},[131],{"categories":4987},[68],{"categories":4989},[164],{"categories":4991},[],{"categories":4993},[68],{"categories":4995},[115],{"categories":4997},[],{"categories":4999},[142],{"categories":5001},[128],{"categories":5003},[],{"categories":5005},[115],{"categories":5007},[115],{"categories":5009},[115],{"categories":5011},[115],{"categories":5013},[115],{"categories":5015},[128],{"categories":5017},[123],{"categories":5019},[118],{"categories":5021},[128],{"categories":5023},[115],{"categories":5025},[216],{"categories":5027},[142],{"categories":5029},[142],{"categories":5031},[115],{"categories":5033},[167],{"categories":5035},[128],{"categories":5037},[115],{"categories":5039},[115],{"categories":5041},[128],{"categories":5043},[115],{"categories":5045},[115],{"categories":5047},[128],{"categories":5049},[123],{"categories":5051},[115],{"categories":5053},[216],{"categories":5055},[142],{"categories":5057},[128],{"categories":5059},[115],{"categories":5061},[131],{"categories":5063},[115],{"categories":5065},[128],{"categories":5067},[115],{"categories":5069},[115],{"categories":5071},[164],{"categories":5073},[115],{"categories":5075},[],{"categories":5077},[118],{"categories":5079},[115],{"categories":5081},[115],{"categories":5083},[115],{"categories":5085},[142],{"categories":5087},[142],{"categories":5089},[115],{"categories":5091},[142],{"categories":5093},[115],{"categories":5095},[128],{"categories":5097},[115],{"categories":5099},[115],{"categories":5101},[115],{"categories":5103},[115],{"categories":5105},[115],{"categories":5107},[],{"categories":5109},[115],{"categories":5111},[216],{"categories":5113},[128],{"categories":5115},[123],{"categories":5117},[164],{"categories":5119},[115],{"categories":5121},[128],{"categories":5123},[115],{"categories":5125},[128],{"categories":5127},[115],{"categories":5129},[115],{"categories":5131},[216],{"categories":5133},[128],{"categories":5135},[115],{"categories":5137},[68],{"categories":5139},[115],{"categories":5141},[167],{"categories":5143},[115],{"categories":5145},[115],{"categories":5147},[164],{"categories":5149},[115],{"categories":5151},[115],{"categories":5153},[115],{"categories":5155},[115],{"categories":5157},[128],{"categories":5159},[285],{"categories":5161},[115],{"categories":5163},[142],{"categories":5165},[128],{"categories":5167},[167],{"categories":5169},[],{"categories":5171},[128],{"categories":5173},[142],{"categories":5175},[115],{"categories":5177},[115],{"categories":5179},[2334],{"categories":5181},[216],{"categories":5183},[314],{"categories":5185},[115],{"categories":5187},[115],{"categories":5189},[115],{"categories":5191},[115],{"categories":5193},[118],{"categories":5195},[115],{"categories":5197},[115],{"categories":5199},[142],{"categories":5201},[123],{"categories":5203},[115],{"categories":5205},[142],{"categories":5207},[115],{"categories":5209},[],{"categories":5211},[128],{"categories":5213},[128],{"categories":5215},[115],{"categories":5217},[115],{"categories":5219},[115],{"categories":5221},[167],{"categories":5223},[],{"categories":5225},[164],{"categories":5227},[],{"categories":5229},[164],{"categories":5231},[115],{"categories":5233},[115],{"categories":5235},[128],{"categories":5237},[115],{"categories":5239},[128],{"categories":5241},[128],{"categories":5243},[],{"categories":5245},[115],{"categories":5247},[164],{"categories":5249},[115],{"categories":5251},[],{"categories":5253},[115],{"categories":5255},[115],{"categories":5257},[],{"categories":5259},[115],{"categories":5261},[115],{"categories":5263},[216],{"categories":5265},[142],{"categories":5267},[128],{"categories":5269},[115],{"categories":5271},[115],{"categories":5273},[115],{"categories":5275},[115],{"categories":5277},[68],{"categories":5279},[115],{"categories":5281},[115],{"categories":5283},[115],{"categories":5285},[118],{"categories":5287},[115],{"categories":5289},[115],{"categories":5291},[],{"categories":5293},[115],{"categories":5295},[115],{"categories":5297},[115],{"categories":5299},[],{"categories":5301},[118],{"categories":5303},[115],{"categories":5305},[115],{"categories":5307},[164],{"categories":5309},[142],{"categories":5311},[131],{"categories":5313},[128],{"categories":5315},[458],{"categories":5317},[115],{"categories":5319},[115],{"categories":5321},[115],{"categories":5323},[142],{"categories":5325},[164],{"categories":5327},[216],{"categories":5329},[115],{"categories":5331},[115],{"categories":5333},[115],{"categories":5335},[115],{"categories":5337},[164],{"categories":5339},[115],{"categories":5341},[216],{"categories":5343},[115],{"categories":5345},[115],{"categories":5347},[164],{"categories":5349},[216],{"categories":5351},[115],{"categories":5353},[164],{"categories":5355},[115],{"categories":5357},[128],{"categories":5359},[128],{"categories":5361},[128],{"categories":5363},[142],{"categories":5365},[164],{"categories":5367},[128],{"categories":5369},[128],{"categories":5371},[115],{"categories":5373},[142],{"categories":5375},[216],{"categories":5377},[115],{"categories":5379},[115],{"categories":5381},[128],{"categories":5383},[115],{"categories":5385},[],{"categories":5387},[128],{"categories":5389},[],{"categories":5391},[115],{"categories":5393},[115],{"categories":5395},[],{"categories":5397},[],{"categories":5399},[128],{"categories":5401},[123],{"categories":5403},[128],{"categories":5405},[5406],"Liability & Ethics",{"categories":5408},[115],{"categories":5410},[115],{"categories":5412},[115],{"categories":5414},[128],{"categories":5416},[118],{"categories":5418},[128],{"categories":5420},[123],{"categories":5422},[68],{"categories":5424},[128],{"categories":5426},[115],{"categories":5428},[115],{"categories":5430},[],{"categories":5432},[563],{"categories":5434},[128],{"categories":5436},[],{"categories":5438},[115],{"categories":5440},[118],{"categories":5442},[128],{"categories":5444},[],{"categories":5446},[128],{"categories":5448},[115],{"categories":5450},[115],{"categories":5452},[142],{"categories":5454},[115],{"categories":5456},[164],{"categories":5458},[115],{"categories":5460},[115],{"categories":5462},[131],{"categories":5464},[128],{"categories":5466},[115],{"categories":5468},[115],{"categories":5470},[115],{"categories":5472},[164],{"categories":5474},[128],{"categories":5476},[142],{"categories":5478},[216],{"categories":5480},[118],{"categories":5482},[115],{"categories":5484},[115],{"categories":5486},[115],{"categories":5488},[],{"categories":5490},[128],{"categories":5492},[128],{"categories":5494},[128],{"categories":5496},[458],{"categories":5498},[216],{"categories":5500},[128],{"categories":5502},[285],{"categories":5504},[142],{"categories":5506},[164],{"categories":5508},[115],{"categories":5510},[216],{"categories":5512},[115],{"categories":5514},[118],{"categories":5516},[],{"categories":5518},[128],{"categories":5520},[115],{"categories":5522},[115],{"categories":5524},[115],{"categories":5526},[115],{"categories":5528},[128],{"categories":5530},[115],{"categories":5532},[115],{"categories":5534},[216],{"categories":5536},[],{"categories":5538},[128],{"categories":5540},[131],{"categories":5542},[164],{"categories":5544},[128],{"categories":5546},[123],{"categories":5548},[],{"categories":5550},[115],{"categories":5552},[115],{"categories":5554},[131],{"categories":5556},[115],{"categories":5558},[128],{"categories":5560},[164],{"categories":5562},[118],{"categories":5564},[285],{"categories":5566},[115],{"categories":5568},[115],{"categories":5570},[115],{"categories":5572},[164],{"categories":5574},[123],{"categories":5576},[115],{"categories":5578},[216],{"categories":5580},[164],{"categories":5582},[285],{"categories":5584},[115],{"categories":5586},[128],{"categories":5588},[],{"categories":5590},[517],{"categories":5592},[],{"categories":5594},[115],{"categories":5596},[285],{"categories":5598},[115],{"categories":5600},[167],{"categories":5602},[115],{"categories":5604},[128],{"categories":5606},[128],{"categories":5608},[5609],"Design News & Tools",{"categories":5611},[115],{"categories":5613},[115],{"categories":5615},[164],{"categories":5617},[115],{"categories":5619},[115],{"categories":5621},[118],{"categories":5623},[128],{"categories":5625},[115],{"categories":5627},[216],{"categories":5629},[128],{"categories":5631},[128],{"categories":5633},[216],{"categories":5635},[115],{"categories":5637},[115],{"categories":5639},[458],{"categories":5641},[128],{"categories":5643},[115],{"categories":5645},[115],{"categories":5647},[458],{"categories":5649},[115],{"categories":5651},[68],{"categories":5653},[115],{"categories":5655},[128],{"categories":5657},[],{"categories":5659},[115],{"categories":5661},[115],{"categories":5663},[115],{"categories":5665},[164],{"categories":5667},[115],{"categories":5669},[118],{"categories":5671},[],{"categories":5673},[115],{"categories":5675},[115],{"categories":5677},[115],{"categories":5679},[142],{"categories":5681},[588],{"categories":5683},[142],{"categories":5685},[216],{"categories":5687},[115],{"categories":5689},[115,128],{"categories":5691},[68,123],{"categories":5693},[142],{"categories":5695},[115],{"categories":5697},[115],{"categories":5699},[115],{"categories":5701},[115],{"categories":5703},[],{"categories":5705},[128],{"categories":5707},[115],{"categories":5709},[],{"categories":5711},[115],{"categories":5713},[142],{"categories":5715},[115],{"categories":5717},[142],{"categories":5719},[],{"categories":5721},[128],{"categories":5723},[115],{"categories":5725},[123],{"categories":5727},[115],{"categories":5729},[164],{"categories":5731},[115],{"categories":5733},[],{"categories":5735},[128],{"categories":5737},[115],{"categories":5739},[],{"categories":5741},[216],{"categories":5743},[115],{"categories":5745},[115],{"categories":5747},[128],{"categories":5749},[115],{"categories":5751},[115],{"categories":5753},[118],{"categories":5755},[128],{"categories":5757},[115],{"categories":5759},[],{"categories":5761},[115],{"categories":5763},[285],{"categories":5765},[68],{"categories":5767},[123],{"categories":5769},[123],{"categories":5771},[115],{"categories":5773},[118],{"categories":5775},[118],{"categories":5777},[115],{"categories":5779},[128],{"categories":5781},[115],{"categories":5783},[115],{"categories":5785},[115],{"categories":5787},[115],{"categories":5789},[142],{"categories":5791},[115],{"categories":5793},[118],{"categories":5795},[115],{"categories":5797},[115],{"categories":5799},[128],{"categories":5801},[115],{"categories":5803},[68],{"categories":5805},[115],{"categories":5807},[164],{"categories":5809},[115],{"categories":5811},[115],{"categories":5813},[128],{"categories":5815},[131],{"categories":5817},[115],{"categories":5819},[115],{"categories":5821},[128],{"categories":5823},[],{"categories":5825},[142],{"categories":5827},[],{"categories":5829},[142],{"categories":5831},[128],{"categories":5833},[118],{"categories":5835},[115],{"categories":5837},[],{"categories":5839},[167],{"categories":5841},[285],{"categories":5843},[115],{"categories":5845},[142],{"categories":5847},[115],{"categories":5849},[],{"categories":5851},[164],{"categories":5853},[128],{"categories":5855},[142],{"categories":5857},[216],{"categories":5859},[123],{"categories":5861},[115],{"categories":5863},[115],{"categories":5865},[128],{"categories":5867},[142],{"categories":5869},[128],{"categories":5871},[164],{"categories":5873},[115],{"categories":5875},[131],{"categories":5877},[118],{"categories":5879},[131],{"categories":5881},[164],{"categories":5883},[115],{"categories":5885},[142],{"categories":5887},[115],{"categories":5889},[216],{"categories":5891},[123],{"categories":5893},[115],{"categories":5895},[115],{"categories":5897},[115],{"categories":5899},[115],{"categories":5901},[115],{"categories":5903},[115],{"categories":5905},[128],{"categories":5907},[115],{"categories":5909},[128],{"categories":5911},[115],{"categories":5913},[115],{"categories":5915},[118],{"categories":5917},[115],{"categories":5919},[128],{"categories":5921},[128],{"categories":5923},[216],{"categories":5925},[128],{"categories":5927},[128],{"categories":5929},[115],{"categories":5931},[118],{"categories":5933},[128],{"categories":5935},[216],{"categories":5937},[],{"categories":5939},[115],{"categories":5941},[167],{"categories":5943},[458],{"categories":5945},[115],{"categories":5947},[128],{"categories":5949},[115],{"categories":5951},[115],{"categories":5953},[142],{"categories":5955},[115],{"categories":5957},[],{"categories":5959},[115],{"categories":5961},[128],{"categories":5963},[115],{"categories":5965},[68],{"categories":5967},[115],{"categories":5969},[142],{"categories":5971},[115],{"categories":5973},[164],{"categories":5975},[128],{"categories":5977},[115],{"categories":5979},[68],{"categories":5981},[128],{"categories":5983},[123],{"categories":5985},[123],{"categories":5987},[115],{"categories":5989},[115],{"categories":5991},[115],{"categories":5993},[115],{"categories":5995},[115],{"categories":5997},[115],{"categories":5999},[118],{"categories":6001},[],{"categories":6003},[115],{"categories":6005},[115],{"categories":6007},[128],{"categories":6009},[128],{"categories":6011},[115],{"categories":6013},[115],{"categories":6015},[115],{"categories":6017},[115],{"categories":6019},[115],{"categories":6021},[142],{"categories":6023},[],{"categories":6025},[118],{"categories":6027},[115],{"categories":6029},[115],{"categories":6031},[128],{"categories":6033},[128],{"categories":6035},[],{"categories":6037},[142],{"categories":6039},[142],{"categories":6041},[115],{"categories":6043},[68],{"categories":6045},[123],{"categories":6047},[216],{"categories":6049},[],{"categories":6051},[115],{"categories":6053},[128],{"categories":6055},[118],{"categories":6057},[115],{"categories":6059},[115],{"categories":6061},[142],{"categories":6063},[118],{"categories":6065},[115],{"categories":6067},[115],{"categories":6069},[164],{"categories":6071},[167],{"categories":6073},[115],{"categories":6075},[164],{"categories":6077},[128],{"categories":6079},[115],{"categories":6081},[],{"categories":6083},[164],{"categories":6085},[128],{"categories":6087},[216],{"categories":6089},[167],{"categories":6091},[115],{"categories":6093},[115],{"categories":6095},[],{"categories":6097},[128],{"categories":6099},[128],{"categories":6101},[128],{"categories":6103},[3137],{"categories":6105},[164],{"categories":6107},[115],{"categories":6109},[142],{"categories":6111},[115],{"categories":6113},[115],{"categories":6115},[115],{"categories":6117},[115],{"categories":6119},[115],{"categories":6121},[123],{"categories":6123},[115],{"categories":6125},[118],{"categories":6127},[1800],{"categories":6129},[285],{"categories":6131},[118],{"categories":6133},[],{"categories":6135},[115],{"categories":6137},[],{"categories":6139},[164],{"categories":6141},[128],{"categories":6143},[216],{"categories":6145},[115],{"categories":6147},[115],{"categories":6149},[115],{"categories":6151},[164],{"categories":6153},[],{"categories":6155},[128],{"categories":6157},[115],{"categories":6159},[128],{"categories":6161},[128],{"categories":6163},[],{"categories":6165},[115],{"categories":6167},[],{"categories":6169},[164],{"categories":6171},[118],{"categories":6173},[216],{"categories":6175},[115],{"categories":6177},[128],{"categories":6179},[164],{"categories":6181},[115],{"categories":6183},[164],{"categories":6185},[],{"categories":6187},[164],{"categories":6189},[115],{"categories":6191},[118],{"categories":6193},[458],{"categories":6195},[128],{"categories":6197},[115],{"categories":6199},[],{"categories":6201},[142],{"categories":6203},[128],{"categories":6205},[131],{"categories":6207},[128],{"categories":6209},[118],{"categories":6211},[115],{"categories":6213},[115],{"categories":6215},[],{"categories":6217},[],{"categories":6219},[],{"categories":6221},[216],{"categories":6223},[115],{"categories":6225},[128],{"categories":6227},[115],{"categories":6229},[115],{"categories":6231},[],{"categories":6233},[],{"categories":6235},[],{"categories":6237},[115],{"categories":6239},[128],{"categories":6241},[216],{"categories":6243},[115],{"categories":6245},[],{"categories":6247},[128],{"categories":6249},[115],{"categories":6251},[115],{"categories":6253},[118],{"categories":6255},[],{"categories":6257},[],{"categories":6259},[115],{"categories":6261},[115],{"categories":6263},[128],{"categories":6265},[216],{"categories":6267},[115],{"categories":6269},[164],{"categories":6271},[],{"categories":6273},[115],{"categories":6275},[115],{"categories":6277},[68],{"categories":6279},[164],{"categories":6281},[68],{"categories":6283},[167],{"categories":6285},[115],{"categories":6287},[115],{"categories":6289},[],{"categories":6291},[],{"categories":6293},[128],{"categories":6295},[],{"categories":6297},[115],{"categories":6299},[458],{"categories":6301},[115],{"categories":6303},[115],{"categories":6305},[115],{"categories":6307},[115],{"categories":6309},[],{"categories":6311},[128],{"categories":6313},[115],{"categories":6315},[115],{"categories":6317},[],{"categories":6319},[128],{"categories":6321},[115],{"categories":6323},[164],{"categories":6325},[115],{"categories":6327},[68],{"categories":6329},[123],{"categories":6331},[131],{"categories":6333},[115],{"categories":6335},[115],{"categories":6337},[128],{"categories":6339},[167],{"categories":6341},[128],{"categories":6343},[128],{"categories":6345},[],{"categories":6347},[115],{"categories":6349},[128],{"categories":6351},[],{"categories":6353},[115],{"categories":6355},[],{"categories":6357},[164],{"categories":6359},[123],{"categories":6361},[],{"categories":6363},[115],{"categories":6365},[115],{"categories":6367},[115],{"categories":6369},[],{"categories":6371},[128],{"categories":6373},[216],{"categories":6375},[118],{"categories":6377},[115],{"categories":6379},[],{"categories":6381},[123],{"categories":6383},[68],{"categories":6385},[115],{"categories":6387},[142],{"categories":6389},[118],{"categories":6391},[167],{"categories":6393},[123],{"categories":6395},[142],{"categories":6397},[128],{"categories":6399},[142],{"categories":6401},[],{"categories":6403},[115],{"categories":6405},[131],{"categories":6407},[115],{"categories":6409},[],{"categories":6411},[128],{"categories":6413},[118],{"categories":6415},[216],{"categories":6417},[115],{"categories":6419},[118],{"categories":6421},[128],{"categories":6423},[285],{"categories":6425},[115],{"categories":6427},[115],{"categories":6429},[115],{"categories":6431},[115],{"categories":6433},[115],{"categories":6435},[118],{"categories":6437},[115],{"categories":6439},[142],{"categories":6441},[167],{"categories":6443},[128],{"categories":6445},[],{"categories":6447},[115],{"categories":6449},[115],{"categories":6451},[115],{"categories":6453},[142],{"categories":6455},[128],{"categories":6457},[164],{"categories":6459},[142],{"categories":6461},[115],{"categories":6463},[131],{"categories":6465},[],{"categories":6467},[216],{"categories":6469},[142],{"categories":6471},[164],{"categories":6473},[115],{"categories":6475},[118],{"categories":6477},[128],{"categories":6479},[115],{"categories":6481},[115],{"categories":6483},[128],{"categories":6485},[131],{"categories":6487},[115],{"categories":6489},[128],{"categories":6491},[115],{"categories":6493},[123],{"categories":6495},[128],{"categories":6497},[128,285],{"categories":6499},[115],{"categories":6501},[115],{"categories":6503},[128],{"categories":6505},[142],{"categories":6507},[115],{"categories":6509},[115],{"categories":6511},[167],{"categories":6513},[128],{"categories":6515},[68],{"categories":6517},[128],{"categories":6519},[123],{"categories":6521},[],{"categories":6523},[128],{"categories":6525},[115],{"categories":6527},[123],{"categories":6529},[],{"categories":6531},[],{"categories":6533},[142],{"categories":6535},[115],{"categories":6537},[115],{"categories":6539},[128],{"categories":6541},[167],{"categories":6543},[68],{"categories":6545},[115],{"categories":6547},[115],{"categories":6549},[115],{"categories":6551},[128],{"categories":6553},[],{"categories":6555},[128],{"categories":6557},[164],{"categories":6559},[115],{"categories":6561},[128],{"categories":6563},[128],{"categories":6565},[115],{"categories":6567},[],{"categories":6569},[164],{"categories":6571},[142],{"categories":6573},[3137],{"categories":6575},[118],{"categories":6577},[142],{"categories":6579},[115],{"categories":6581},[128],{"categories":6583},[115],{"categories":6585},[115],{"categories":6587},[68],{"categories":6589},[142],{"categories":6591},[167],{"categories":6593},[],{"categories":6595},[164],{"categories":6597},[115],{"categories":6599},[115],{"categories":6601},[],{"categories":6603},[128],{"categories":6605},[115],{"categories":6607},[115],{"categories":6609},[115],{"categories":6611},[115],{"categories":6613},[128],{"categories":6615},[115],{"categories":6617},[115],{"categories":6619},[115],{"categories":6621},[131],{"categories":6623},[115],{"categories":6625},[128],{"categories":6627},[115],{"categories":6629},[115],{"categories":6631},[115],{"categories":6633},[115],{"categories":6635},[115],{"categories":6637},[115],{"categories":6639},[115],{"categories":6641},[123],{"categories":6643},[],{"categories":6645},[131],{"categories":6647},[164],{"categories":6649},[128],{"categories":6651},[115],{"categories":6653},[142],{"categories":6655},[],{"categories":6657},[142],{"categories":6659},[142],{"categories":6661},[128],{"categories":6663},[142],{"categories":6665},[115],{"categories":6667},[115],{"categories":6669},[115],{"categories":6671},[128],{"categories":6673},[142],{"categories":6675},[115],{"categories":6677},[115],{"categories":6679},[115],{"categories":6681},[128],{"categories":6683},[164],{"categories":6685},[115],{"categories":6687},[115],{"categories":6689},[115],{"categories":6691},[123],{"categories":6693},[115],{"categories":6695},[128],{"categories":6697},[216],{"categories":6699},[],{"categories":6701},[115],{"categories":6703},[167],{"categories":6705},[128],{"categories":6707},[115],{"categories":6709},[115],{"categories":6711},[],{"categories":6713},[115],{"categories":6715},[115],{"categories":6717},[164],{"categories":6719},[115],{"categories":6721},[115],{"categories":6723},[128],{"categories":6725},[68],{"categories":6727},[],{"categories":6729},[],{"categories":6731},[142],{"categories":6733},[115],{"categories":6735},[115],{"categories":6737},[164],{"categories":6739},[115],{"categories":6741},[142],{"categories":6743},[164],{"categories":6745},[115],{"categories":6747},[115],{"categories":6749},[68],{"categories":6751},[167],{"categories":6753},[115],{"categories":6755},[115],{"categories":6757},[118],{"categories":6759},[128],{"categories":6761},[115],{"categories":6763},[115],{"categories":6765},[128],{"categories":6767},[123],{"categories":6769},[128],{"categories":6771},[142],{"categories":6773},[115],{"categories":6775},[123],{"categories":6777},[],{"categories":6779},[115],{"categories":6781},[167],{"categories":6783},[115],{"categories":6785},[115],{"categories":6787},[],{"categories":6789},[164],{"categories":6791},[115],{"categories":6793},[128],{"categories":6795},[167],{"categories":6797},[115],{"categories":6799},[142],{"categories":6801},[142],{"categories":6803},[142],{"categories":6805},[115],{"categories":6807},[128],{"categories":6809},[128],{"categories":6811},[115],{"categories":6813},[128],{"categories":6815},[115],{"categories":6817},[115],{"categories":6819},[216],{"categories":6821},[167],{"categories":6823},[167],{"categories":6825},[],{"categories":6827},[164],{"categories":6829},[115],{"categories":6831},[115],{"categories":6833},[142],{"categories":6835},[],{"categories":6837},[164],{"categories":6839},[164],{"categories":6841},[164],{"categories":6843},[],{"categories":6845},[128],{"categories":6847},[115],{"categories":6849},[],{"categories":6851},[118],{"categories":6853},[123],{"categories":6855},[],{"categories":6857},[115],{"categories":6859},[115],{"categories":6861},[],{"categories":6863},[142],{"categories":6865},[],{"categories":6867},[],{"categories":6869},[],{"categories":6871},[],{"categories":6873},[115],{"categories":6875},[164],{"categories":6877},[],{"categories":6879},[],{"categories":6881},[115],{"categories":6883},[115],{"categories":6885},[115],{"categories":6887},[167],{"categories":6889},[115],{"categories":6891},[167],{"categories":6893},[],{"categories":6895},[167],{"categories":6897},[167],{"categories":6899},[285],{"categories":6901},[128],{"categories":6903},[142],{"categories":6905},[],{"categories":6907},[],{"categories":6909},[167],{"categories":6911},[142],{"categories":6913},[142],{"categories":6915},[142],{"categories":6917},[],{"categories":6919},[118],{"categories":6921},[142],{"categories":6923},[142],{"categories":6925},[118],{"categories":6927},[142],{"categories":6929},[123],{"categories":6931},[142],{"categories":6933},[142],{"categories":6935},[142],{"categories":6937},[167],{"categories":6939},[164],{"categories":6941},[164],{"categories":6943},[115],{"categories":6945},[142],{"categories":6947},[167],{"categories":6949},[285],{"categories":6951},[167],{"categories":6953},[167],{"categories":6955},[167],{"categories":6957},[],{"categories":6959},[123],{"categories":6961},[],{"categories":6963},[285],{"categories":6965},[142],{"categories":6967},[142],{"categories":6969},[142],{"categories":6971},[128],{"categories":6973},[164,123],{"categories":6975},[167],{"categories":6977},[],{"categories":6979},[],{"categories":6981},[167],{"categories":6983},[],{"categories":6985},[167],{"categories":6987},[164],{"categories":6989},[128],{"categories":6991},[],{"categories":6993},[142],{"categories":6995},[115],{"categories":6997},[216],{"categories":6999},[],{"categories":7001},[115],{"categories":7003},[],{"categories":7005},[164],{"categories":7007},[118],{"categories":7009},[167],{"categories":7011},[],{"categories":7013},[142],{"categories":7015},[164],[7017,7077,7177,7249],{"id":7018,"title":7019,"ai":7020,"body":7025,"categories":7053,"created_at":69,"date_modified":69,"description":61,"extension":70,"faq":69,"featured":71,"kicker_label":69,"meta":7054,"navigation":92,"path":7065,"published_at":7066,"question":69,"scraped_at":7067,"seo":7068,"sitemap":7069,"source_id":7070,"source_name":99,"source_type":100,"source_url":7071,"stem":7072,"tags":7073,"thumbnail_url":69,"tldr":7074,"tweet":69,"unknown_tags":7075,"__hash__":7076},"summaries\u002Fsummaries\u002Fe6d4c18df3d3d569-claude-obsidian-vault-persistent-ai-for-converting-summary.md","Claude + Obsidian Vault: Persistent AI for Converting Content",{"provider":7,"model":8,"input_tokens":7021,"output_tokens":7022,"processing_time_ms":7023,"cost_usd":7024},7598,1763,22455,0.00189425,{"type":14,"value":7026,"toc":7048},[7027,7031,7034,7038,7041,7045],[17,7028,7030],{"id":7029},"vault-eliminates-context-rot-and-ensures-authentic-voice","Vault Eliminates Context Rot and Ensures Authentic Voice",[22,7032,7033],{},"Claude lacks memory across sessions, forcing constant re-explanation of your identity, offer, and audience. An Obsidian vault solves this by storing everything as interconnected Markdown notes, forming a graph that loads only relevant info per task—avoiding context rot from overload. It sounds like you (trained on brand voice, sentence rhythm, what to avoid) and speaks your audience's exact words (from DMs, comments, coaching transcripts). Raw files stay unchanged in an outer graph circle; distilled insights cluster centrally with auto-links, extracting hooks, formats, and patterns (e.g., from Instagram transcripts). This powers content converting reach (hundreds of thousands LinkedIn impressions) and targeted sales (Instagram Reels with millions of views).",[17,7035,7037],{"id":7036},"five-folders-and-index-files-create-intelligent-connections","Five Folders and Index Files Create Intelligent Connections",[22,7039,7040],{},"Organize into five folders: (1) Audience (ICP profile, case studies, objections, proof bank, transformation arcs); (2) Community (courses, curriculum, projects, retention, testimonials); (3) Coaching (raw transcripts from cohort\u002Findividual calls); (4) Content (hook swipe files, competitor analysis, video archive, email copy, channel-specific wins like LinkedIn\u002FInstagram); (5) AI (SOPs, commands, templates). Index files act as master hubs—e.g., main index links offer positioning, brand voice, story arcs; offer index branches to coaching transcripts, curriculum. Core files include: Offer\u002FICP (who you serve, transformation, their words); Proof Bank (member wins, quotes, before\u002Fafter); Brand Voice (rhythm, avoids, proven phrasing); Hooks That Work (formats driving DMs, channel-specific like YouTube\u002FLinkedIn). Graph view reveals logic: query pulls audience intel, proof, hooks, stories, tone for relevance.",[17,7042,7044],{"id":7043},"ingest-data-and-generate-high-performance-content","Ingest Data and Generate High-Performance Content",[22,7046,7047],{},"Interview Claude to populate core files (prompt: \"Interview me to collect everything for second brain, then build notes\"). Drop CSVs (testimonials) or Markdown transcripts (from Fireflies) into raw folders; Claude ingests themes into intelligence files. Scrape social data via Apify (e.g., 10 Instagram posts with views\u002Fplays, export CSV, analyze for top captions\u002Fhooks). Use Claude desktop's Apify extension for direct scraping\u002Fanalysis. Install Terminal plugin for Claude access; load Obsidian Markdown skill (free repo teaches wiki-links, embeds for graph connections). Generate: Prompt vault for LinkedIn post on \"why building audience matters\"—pulls ICP pains (e.g., experts stuck at $10k\u002Fmonth after 70+ calls), proof, hooks, stories, CTA to offer. Outputs storytelling like: \"Every expert hitting $10k\u002Fmonth gets stuck—not skill issue.\" Applications: hooks\u002Fscripts, sales calls, ICP refinement, newsletters, video ideation.",{"title":61,"searchDepth":62,"depth":62,"links":7049},[7050,7051,7052],{"id":7029,"depth":62,"text":7030},{"id":7036,"depth":62,"text":7037},{"id":7043,"depth":62,"text":7044},[128],{"content_references":7055,"triage":7062},[7056,7058,7060],{"type":75,"title":7057,"context":82},"Apify",{"type":75,"title":7059,"context":82},"Fireflies",{"type":84,"title":7061,"url":86,"context":78},"Buildroom Community",{"relevance":90,"novelty":88,"quality":88,"actionability":90,"composite":7063,"reasoning":7064},4.55,"Category: AI Automation. The article provides a practical framework for using AI tools like Claude and Obsidian to enhance content marketing efforts, addressing the pain point of context rot by suggesting a structured approach to organizing information. It offers actionable steps, such as creating specific folders and using prompts to generate content, making it highly relevant and immediately applicable for the target audience.","\u002Fsummaries\u002Fe6d4c18df3d3d569-claude-obsidian-vault-persistent-ai-for-converting-summary","2026-05-07 14:55:34","2026-05-07 16:38:56",{"title":7019,"description":61},{"loc":7065},"b34266516773d4f9","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=BmZMayhLTAI","summaries\u002Fe6d4c18df3d3d569-claude-obsidian-vault-persistent-ai-for-converting-summary",[105,104,107],"Build an Obsidian vault as Claude's second brain with your story, audience language, proof, and performance data to generate authentic LinkedIn posts (hundreds of thousands of impressions) and Instagram Reels (millions of views) that convert without re-explaining yourself.",[107],"WcjvxjczHVaQ43wTh_MnU1aXUA_q40W80uRct_UnGfc",{"id":7078,"title":7079,"ai":7080,"body":7085,"categories":7144,"created_at":69,"date_modified":69,"description":61,"extension":70,"faq":69,"featured":71,"kicker_label":69,"meta":7145,"navigation":92,"path":7164,"published_at":69,"question":69,"scraped_at":7165,"seo":7166,"sitemap":7167,"source_id":7168,"source_name":7169,"source_type":100,"source_url":7170,"stem":7171,"tags":7172,"thumbnail_url":69,"tldr":7174,"tweet":69,"unknown_tags":7175,"__hash__":7176},"summaries\u002Fsummaries\u002F5a4148956ed6ccd9-loop-marketing-4-stage-ai-human-framework-for-adap-summary.md","Loop Marketing: 4-Stage AI-Human Framework for Adaptive Growth",{"provider":7,"model":8,"input_tokens":7081,"output_tokens":7082,"processing_time_ms":7083,"cost_usd":7084},10983,1469,15783,0.0029086,{"type":14,"value":7086,"toc":7139},[7087,7091,7094,7097,7101,7108,7114,7120,7126,7129,7133,7136],[17,7088,7090],{"id":7089},"build-ai-foundations-to-differentiate-your-brand","Build AI Foundations to Differentiate Your Brand",[22,7092,7093],{},"Loop Marketing starts with three inputs that make AI output unique to your brand: a customer guide (ideal profiles from CRM data), style guide (tone, visuals via Brand Identity Beta tool), and data layer (unified CRM, web behavior, transcripts). Without these, AI produces generic content; with them, it expresses your authentic story. Define campaign objectives first—e.g., timeframe, goal, audience—then use Breeze Assistant to workshop angles and stress-test messaging, ensuring breakthroughs amid noise.",[22,7095,7096],{},"This setup grounds every loop in your taste, preventing AI from mimicking competitors. Outcomes include sharper core assets like landing pages or ebooks, plus multi-format plans (e.g., blog to video to social) via Marketing Studio Beta.",[17,7098,7100],{"id":7099},"run-the-express-tailor-amplify-evolve-cycle-for-momentum","Run the Express-Tailor-Amplify-Evolve Cycle for Momentum",[22,7102,7103,7107],{},[7104,7105,7106],"strong",{},"Express"," your story: Generate campaign narratives, anchor assets, and channel maps with AI as thought partner, then apply human judgment.",[22,7109,7110,7113],{},[7104,7111,7112],{},"Tailor"," to audiences: Segment via AI-Powered Segmentation Beta using intent signals and enriched data (CRM contacts + web visitors). Create variants—landing pages, emails, ads—personalized by industry\u002Frole\u002Fstage\u002Ftime via Personalization Beta and AI-Powered Email Beta. Human checks ensure accuracy and creativity.",[22,7115,7116,7119],{},[7104,7117,7118],{},"Amplify"," reach: Optimize for answer engines (ChatGPT, Claude) with HubSpot AEO Beta to track visibility, benchmark competitors, and get improvement recs. Remix assets into formats\u002Fchannels (TikTok verticals, LinkedIn carousels) via Marketing Studio Beta; pair with targeted ads and creator partnerships for trusted recommendations.",[22,7121,7122,7125],{},[7104,7123,7124],{},"Evolve"," continuously: Predict conversions pre-launch, monitor real-time metrics (opens, events, anomalies) via AI reports. Adjust instantly—no quarterly waits—making each loop smarter, building compounding edges.",[22,7127,7128],{},"Run loops per objective; it loops back, learning from data to refine future campaigns.",[17,7130,7132],{"id":7131},"leverage-hubspot-tools-and-metrics-for-scale","Leverage HubSpot Tools and Metrics for Scale",[22,7134,7135],{},"Tools integrate across stages: Breeze powers agents (prospecting, data research, service); AEO Beta boosts AI search presence; Marketing Studio deploys multi-channel assets. HubSpot customers see 129% more leads, 36% more closed deals, 37% faster ticket closures after one year by uniting teams on this agentic platform.",[22,7137,7138],{},"Get 100+ AI prompts for immediate use. Trade-off: Requires initial guide-building but yields personalized, adaptive growth over static funnels amid declining traffic and channel fragmentation.",{"title":61,"searchDepth":62,"depth":62,"links":7140},[7141,7142,7143],{"id":7089,"depth":62,"text":7090},{"id":7099,"depth":62,"text":7100},{"id":7131,"depth":62,"text":7132},[68],{"content_references":7146,"triage":7161},[7147,7149,7151,7153,7155,7157,7159],{"type":75,"title":7148,"context":78},"Brand Identity (Beta)",{"type":75,"title":7150,"context":78},"Breeze Assistant",{"type":75,"title":7152,"context":78},"Marketing Studio (Beta)",{"type":75,"title":7154,"context":78},"AI-Powered Segmentation (Beta)",{"type":75,"title":7156,"context":78},"Personalization (Beta)",{"type":75,"title":7158,"context":78},"AI-Powered Email (Beta)",{"type":75,"title":7160,"context":78},"HubSpot AEO (Beta)",{"relevance":90,"novelty":88,"quality":88,"actionability":88,"composite":7162,"reasoning":7163},4.35,"Category: Marketing & Growth. The article provides a detailed framework for integrating AI into marketing strategies, addressing the audience's need for actionable insights on adaptive growth. It outlines specific steps like using AI for segmentation and campaign personalization, which are directly applicable to product builders.","\u002Fsummaries\u002F5a4148956ed6ccd9-loop-marketing-4-stage-ai-human-framework-for-adap-summary","2026-04-15 15:29:34",{"title":7079,"description":61},{"loc":7164},"5a4148956ed6ccd9","__oneoff__","https:\u002F\u002Fwww.hubspot.com\u002Floop-marketing","summaries\u002F5a4148956ed6ccd9-loop-marketing-4-stage-ai-human-framework-for-adap-summary",[105,7173,106,107],"marketing","Replace linear funnels with Loop Marketing's Express-Tailor-Amplify-Evolve cycle: feed AI your customer guide, style guide, and data layer to generate personalized campaigns that evolve via real-time feedback, compounding performance over time.",[107],"P8KtZPRD2lC_MneSul6V9XmwgI9OQCgOELoo6RlfY7o",{"id":7178,"title":7179,"ai":7180,"body":7186,"categories":7222,"created_at":69,"date_modified":69,"description":61,"extension":70,"faq":69,"featured":71,"kicker_label":69,"meta":7223,"navigation":92,"path":7232,"published_at":7233,"question":69,"scraped_at":7234,"seo":7235,"sitemap":7236,"source_id":7237,"source_name":7238,"source_type":7239,"source_url":7240,"stem":7241,"tags":7242,"thumbnail_url":7244,"tldr":7245,"tweet":7246,"unknown_tags":7247,"__hash__":7248},"summaries\u002Fsummaries\u002Ff45a172f309fab14-amjad-masad-why-founders-must-master-public-storyt-summary.md","Amjad Masad: Why Founders Must Master Public Storytelling",{"provider":7,"model":7181,"input_tokens":7182,"output_tokens":7183,"processing_time_ms":7184,"cost_usd":7185},"google\u002Fgemini-3.1-flash-lite",9135,683,3650,0.00330825,{"type":14,"value":7187,"toc":7216},[7188,7192,7195,7199,7202,7206,7209,7213],[17,7189,7191],{"id":7190},"the-strategic-necessity-of-founder-led-storytelling","The Strategic Necessity of Founder-Led Storytelling",[22,7193,7194],{},"Amjad Masad posits that for many startups, particularly those building ambitious products ahead of market demand, storytelling is not merely a marketing tactic but a foundational requirement for survival. He notes that Replit might not have succeeded had he not communicated a vision larger than the company itself, which proved essential for fundraising and recruiting during the years before the product achieved commercial scale. Masad suggests that while some companies can rely solely on product-market fit, founders attempting to \"meme a dream into reality\" must actively engage in public discourse to build momentum.",[17,7196,7198],{"id":7197},"developing-communication-as-a-skill","Developing Communication as a Skill",[22,7200,7201],{},"Masad demystifies the \"influencer CEO\" persona, framing it as a learnable skill rather than an innate talent. He advocates for \"exposure therapy\" to overcome stage fright and communication anxiety. By taking improv and storytelling classes, he learned to desensitize himself to public scrutiny. He emphasizes that founders should view communication as a form of progressive overload—starting with small, low-stakes interactions and gradually increasing the weight of their public presence as the company grows. He encourages \"building in public\" by sharing internal communications publicly, which serves the dual purpose of keeping the community informed and providing the founder with consistent practice.",[17,7203,7205],{"id":7204},"navigating-controversy-and-public-scrutiny","Navigating Controversy and Public Scrutiny",[22,7207,7208],{},"Addressing the fear of being \"canceled,\" Masad argues that retreat is the only true failure. He suggests that controversy is often a rite of passage for successful companies. When a PR crisis occurs, he advises against being overly defensive or emotional, as showing weakness often feeds critics. Instead, he advocates for owning mistakes transparently—citing a specific incident where a Replit agent deleted a user's database. By admitting the flaw and shipping a fix within 48 hours, he transformed a potential crisis into a demonstration of accountability. He notes that the \"baller\" move is often to ignore trolls and focus on the business impact rather than engaging in endless comment-section debates.",[17,7210,7212],{"id":7211},"platform-strategy-and-the-meta","Platform Strategy and the Meta",[22,7214,7215],{},"Masad highlights the importance of understanding the \"meta\" of different platforms. He categorizes X (Twitter) as the epicenter for Silicon Valley, tech, and elite influence, making it the ideal starting point for news and early-adopter engagement. However, he acknowledges that platforms like Instagram and YouTube are necessary to reach the early majority. He views the podcast format as the ultimate leverage, as it can be easily repurposed into clips for various social channels. He admits to being late to the Instagram and YouTube game but notes that once he began treating his content as a \"clipping machine,\" he saw significant growth in reach.",{"title":61,"searchDepth":62,"depth":62,"links":7217},[7218,7219,7220,7221],{"id":7190,"depth":62,"text":7191},{"id":7197,"depth":62,"text":7198},{"id":7204,"depth":62,"text":7205},{"id":7211,"depth":62,"text":7212},[131],{"content_references":7224,"triage":7229},[7225],{"type":7226,"title":7227,"author":7228,"context":78},"book","So You've Been Publicly Shamed","Jon Ronson",{"relevance":88,"novelty":89,"quality":88,"actionability":88,"composite":7230,"reasoning":7231},3.8,"Category: Product Strategy. The article discusses the importance of storytelling for founders, which directly addresses the pain point of product-minded builders needing to communicate effectively to attract talent and capital. It provides actionable advice on developing communication skills through exposure therapy and public engagement.","\u002Fsummaries\u002Ff45a172f309fab14-amjad-masad-why-founders-must-master-public-storyt-summary","2026-07-17 14:30:21","2026-07-23 17:58:58",{"title":7179,"description":61},{"loc":7232},"f45a172f309fab14","a16z (Andreessen Horowitz)","video","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=rghTqkclDqA","summaries\u002Ff45a172f309fab14-amjad-masad-why-founders-must-master-public-storyt-summary",[104,7243,106,105],"product-strategy","https:\u002F\u002Fi.ytimg.com\u002Fvi\u002FrghTqkclDqA\u002Fhqdefault.jpg","Replit CEO Amjad Masad argues that for early-stage founders, public storytelling is a survival mechanism that attracts talent and capital, and that founders should treat communication as a skill developed through exposure therapy.","Amjad Masad explains how he used \"exposure therapy\"—specifically improv classes and public writing—to overcome stage fright and develop a founder-led media strategy. He argues that for early-stage companies, building in public is a necessary tool to \"meme a dream into reality\" before the product has commercial traction.",[],"pY65uKMUPLV9YqPhuVbSN7ufcnqUrXGwyaBZACPuoRY",{"id":7250,"title":7251,"ai":7252,"body":7257,"categories":7303,"created_at":69,"date_modified":69,"description":61,"extension":70,"faq":69,"featured":71,"kicker_label":69,"meta":7304,"navigation":92,"path":7320,"published_at":7321,"question":69,"scraped_at":7322,"seo":7323,"sitemap":7324,"source_id":7325,"source_name":7326,"source_type":100,"source_url":7327,"stem":7328,"tags":7329,"thumbnail_url":69,"tldr":7331,"tweet":69,"unknown_tags":7332,"__hash__":7333},"summaries\u002Fsummaries\u002Fbcd3132479e5bf44-claude-blog-v1-7-1-clusters-multilingual-evidence-summary.md","Claude Blog v1.7.1: Clusters, Multilingual, Evidence, Secure",{"provider":7,"model":8,"input_tokens":7253,"output_tokens":7254,"processing_time_ms":7255,"cost_usd":7256},4610,1533,16670,0.001666,{"type":14,"value":7258,"toc":7298},[7259,7263,7271,7278,7282,7285,7288,7292,7295],[17,7260,7262],{"id":7261},"scale-content-with-topic-clusters-and-multilingual-publishing","Scale Content with Topic Clusters and Multilingual Publishing",[22,7264,7265,7266,7270],{},"Generate full topic clusters from one seed keyword using ",[7267,7268,7269],"code",{},"\u002Fblog cluster plan \"your seed keyword\"",". This creates a hub page for the core idea, spoke posts for subtopics like recipes\u002Fstorage\u002Fnutrition, plus strategy blueprints and publishable structures—turning a single idea into a complete content system without manual outlining.",[22,7272,7273,7274,7277],{},"Localize posts once-written for German, French, Spanish, and Japanese: the workflow handles cultural adaptations, adds hreflang tags for SEO, and generates sitemap entries to prevent translation from creating technical debt. Update via ",[7267,7275,7276],{},"\u002Fplugin update claude-blog"," to access these six new skills, enabling faster, global-ready blogging in Claude Code.",[17,7279,7281],{"id":7280},"enforce-evidence-rules-to-ship-reliable-ai-content","Enforce Evidence Rules to Ship Reliable AI Content",[22,7283,7284],{},"Block unsubstantiated claims by requiring every assertion to include: a retrieval URL, year anchor, inline citation, and publisher\u002Ftitle context. Claims missing any element get rejected before publishing—eliminating 'confident noise' from AI hallucinations and ensuring content meets journalistic standards.",[22,7286,7287],{},"This raises the quality bar for AI-generated blogs, strategies, outlines, and audits, making outputs defensible for real workflows like evidence-based marketing.",[17,7289,7291],{"id":7290},"secure-production-releases-through-audits-and-tests","Secure Production Releases Through Audits and Tests",[22,7293,7294],{},"Pre-release audit closed 39 findings: 1 critical, 5 high, 14 medium, 11 low, 8 informational. Fixes included pinned dependencies, safer credential handling, login protections, security docs, installer safeguards, and prompt cleanups—practical changes that prevent regressions.",[22,7296,7297],{},"Full test suite now passes 48\u002F48, with new guardrails for frontmatter, installer safety, security, and reliability. Results: a dependable open-source tool for AI blogging that ships without breaking at user scale, built via community input from v1.6.9.",{"title":61,"searchDepth":62,"depth":62,"links":7299},[7300,7301,7302],{"id":7261,"depth":62,"text":7262},{"id":7280,"depth":62,"text":7281},{"id":7290,"depth":62,"text":7291},[128],{"content_references":7305,"triage":7318},[7306,7309,7312,7315],{"type":75,"title":7307,"url":7308,"context":82},"claude-blog","https:\u002F\u002Fgithub.com\u002FAgriciDaniel\u002Fclaude-blog",{"type":84,"title":7310,"url":7311,"context":82},"Release notes v1.7.1","https:\u002F\u002Fgithub.com\u002FAgriciDaniel\u002Fclaude-blog\u002Freleases\u002Ftag\u002Fv1.7.1",{"type":84,"title":7313,"url":7314,"context":82},"AI Marketing Hub","https:\u002F\u002Fwww.skool.com\u002Fai-marketing-hub",{"type":84,"title":7316,"url":7317,"context":82},"AI Marketing Hub Pro","https:\u002F\u002Fwww.skool.com\u002Fai-marketing-hub-pro",{"relevance":88,"novelty":89,"quality":88,"actionability":88,"composite":7230,"reasoning":7319},"Category: AI Automation. The article discusses practical updates to an AI blogging tool that enhance content generation and quality assurance, addressing pain points related to content marketing and automation. It provides actionable workflows for creating topic clusters and enforcing evidence rules, which are directly applicable to the audience's work.","\u002Fsummaries\u002Fbcd3132479e5bf44-claude-blog-v1-7-1-clusters-multilingual-evidence-summary","2026-04-30 23:02:20","2026-05-03 16:46:17",{"title":7251,"description":61},{"loc":7320},"0b8057df734d71d8","Agrici Daniel","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=6ctRQmiIMTs","summaries\u002Fbcd3132479e5bf44-claude-blog-v1-7-1-clusters-multilingual-evidence-summary",[104,7330,105,107],"content-pipelines","Update adds \u002Fblog cluster for seed-keyword topic systems, multilingual posts in German\u002FFrench\u002FSpanish\u002FJapanese with hreflang\u002Fsitemaps, claim evidence rules (URL\u002Fyear\u002Fcitation), closes 39 audit findings (1 critical\u002F5 high\u002F14 medium\u002F11 low\u002F8 info), passes 48\u002F48 tests.",[107],"Z0eIhKRX72OWu1rGlf4KOkrGH7BBQPYMbwt12R990DE"]