[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"summary-5743b3744daf43bc-the-structural-trap-of-european-ai-sovereignty-summary":3,"summaries-facets-categories":115,"summary-related-5743b3744daf43bc-the-structural-trap-of-european-ai-sovereignty-summary":7019},{"id":4,"title":5,"ai":6,"body":13,"categories":72,"created_at":74,"date_modified":74,"description":66,"extension":75,"faq":74,"featured":76,"kicker_label":74,"meta":77,"navigation":97,"path":98,"published_at":99,"question":74,"scraped_at":100,"seo":101,"sitemap":102,"source_id":103,"source_name":83,"source_type":104,"source_url":105,"stem":106,"tags":107,"thumbnail_url":74,"tldr":112,"tweet":74,"unknown_tags":113,"__hash__":114},"summaries\u002Fsummaries\u002F5743b3744daf43bc-the-structural-trap-of-european-ai-sovereignty-summary.md","The Structural Trap of European AI Sovereignty",{"provider":7,"model":8,"input_tokens":9,"output_tokens":10,"processing_time_ms":11,"cost_usd":12},"openrouter","google\u002Fgemini-3.1-flash-lite",7474,756,3806,0.0030025,{"type":14,"value":15,"toc":65},"minimark",[16,21,25,29,32,35,39,42],[17,18,20],"h2",{"id":19},"the-fallacy-of-sovereign-choice","The Fallacy of Sovereign Choice",[22,23,24],"p",{},"European AI policy often frames the adoption of US cloud infrastructure as a moral or strategic failure by individual companies. However, the authors argue this is a structural necessity. Companies like DeepL, which built its reputation on privacy and sovereignty, pivoted to AWS because European providers lack the global distribution channels, low-latency performance, and integrated procurement marketplaces required to compete with Google Translate. For European firms, the choice is not between 'sovereign' and 'US' cloud, but between global reach and market irrelevance.",[17,26,28],{"id":27},"the-handover-blindness-in-industrial-strategy","The 'Handover Blindness' in Industrial Strategy",[22,30,31],{},"Europe’s AI strategy is currently fixated on building 'AI Factories' and gigafactories for frontier-model training. The authors identify this as 'handover blindness': a failure to distinguish between the one-off, centralized nature of training and the distributed, elastic, and high-availability requirements of inference.",[22,33,34],{},"While policymakers subsidize training capacity, the real value—and the real lock-in—occurs at the inference layer. Because the most capable frontier models are proprietary and bundled with US hyperscalers (AWS, Azure, Google), any increase in AI adoption in Europe effectively acts as a subsidy for US infrastructure. European cloud providers are trapped in a 'chicken-and-egg' cycle: they cannot offer the latest proprietary models, and they lack the massive, captured customer base required to justify the financial risk of building out specialized GPU fleets for inference.",[17,36,38],{"id":37},"the-limits-of-current-policy","The Limits of Current Policy",[22,40,41],{},"Legislative efforts like the proposed Cloud and AI Development Act (CADA) fail because they treat cloud capacity as a fungible commodity. In reality, demand is driven by managed services, APIs, and proprietary model access—not just raw compute. Even when European providers attempt to compete, they face:",[43,44,45,53,59],"ul",{},[46,47,48,52],"li",{},[49,50,51],"strong",{},"Contractual Lock-in:"," Hyperscalers use circular spending partnerships and discounted compute to ensure AI labs remain within their ecosystems.",[46,54,55,58],{},[49,56,57],{},"Capital Constraints:"," European providers must build fleets from scratch, whereas hyperscalers can repurpose existing GPU capacity, lowering their risk.",[46,60,61,64],{},[49,62,63],{},"Nvidia's Strategic Pivot:"," Even 'neoclouds' backed by Nvidia to diversify compute are increasingly becoming suppliers for US tech giants, as those are the only customers with sufficient demand to fill their capacity.",{"title":66,"searchDepth":67,"depth":67,"links":68},"",2,[69,70,71],{"id":19,"depth":67,"text":20},{"id":27,"depth":67,"text":28},{"id":37,"depth":67,"text":38},[73],"GovTech & Public-Sector Adoption",null,"md",false,{"content_references":78,"triage":91},[79,86],{"type":80,"title":81,"author":82,"publisher":83,"url":84,"context":85},"report","What Europe’s AI Market Actually Looks Like","Frederike Kaltheuner, Leevi Saari","Tech Policy Press","https:\u002F\u002Fwww.techpolicy.press\u002Fseries-what-europes-ai-market-actually-looks-like\u002F","cited",{"type":80,"title":87,"author":88,"publisher":89,"url":90,"context":85},"The Political Economy of AI Governance","Leevi Saari","Friedrich-Ebert-Stiftung","https:\u002F\u002Fcollections.fes.de\u002Fpublikationen\u002Fid\u002F1976749",{"relevance":92,"novelty":93,"quality":93,"actionability":94,"composite":95,"reasoning":96},5,4,3,4.15,"Category: AI Policy & Regulation. The article provides a critical analysis of European AI policy and its implications for cloud dependency, addressing a key pain point for policymakers regarding the effectiveness of current legislative efforts like the Cloud and AI Development Act. It presents new insights into the structural challenges faced by European firms in the AI landscape.",true,"\u002Fsummaries\u002F5743b3744daf43bc-the-structural-trap-of-european-ai-sovereignty-summary","2026-06-29 11:00:00","2026-06-29 14:49:09",{"title":5,"description":66},{"loc":98},"5743b3744daf43bc","article","https:\u002F\u002Ftechpolicy.press\u002Fhow-ai-keeps-europe-hooked-on-us-cloud","summaries\u002F5743b3744daf43bc-the-structural-trap-of-european-ai-sovereignty-summary",[108,109,110,111],"govtech","eu","cloud","sovereignty","Europe’s AI industrial strategy is failing because it treats cloud and AI as separate issues. By focusing on frontier model training while ignoring the reality of inference distribution, European policy inadvertently deepens reliance on US hyperscalers.",[110,111],"DQlq_lF7h8edRKrnwdjp6HcConoB7k9bx2VZAC8v06Q",[116,119,122,124,127,129,132,135,137,139,141,143,146,148,150,152,154,157,159,161,163,165,168,171,173,175,177,179,181,183,185,187,189,191,193,195,197,199,201,203,205,207,209,211,213,215,217,220,222,224,226,228,230,232,234,236,238,240,242,244,246,249,251,253,255,257,259,261,263,265,267,269,271,273,275,277,279,281,283,285,287,290,292,294,296,298,300,302,304,306,308,310,312,314,316,319,321,323,325,327,329,331,333,335,337,339,341,343,345,347,349,351,353,355,357,359,361,363,365,367,369,371,373,375,377,379,381,383,385,387,389,391,393,395,397,399,401,403,406,408,410,412,414,416,418,420,422,424,426,428,430,432,434,436,439,441,443,445,447,449,451,453,455,457,459,462,464,466,468,470,472,474,476,478,480,482,484,486,488,490,492,494,496,498,500,502,504,506,508,510,512,514,516,518,521,523,525,528,530,532,534,536,538,540,542,544,546,548,550,552,554,556,558,560,562,564,567,569,571,573,575,577,579,581,583,585,587,589,592,594,596,598,600,602,604,606,608,610,612,614,616,618,620,622,624,626,628,630,632,634,636,638,640,642,644,646,648,650,652,654,656,658,660,662,664,666,668,670,672,674,676,678,680,682,684,686,688,690,692,694,696,698,700,702,704,706,708,710,712,714,716,718,720,722,724,726,728,730,732,734,736,738,740,742,744,746,748,750,752,754,756,758,760,762,764,766,768,770,772,774,776,778,780,782,784,786,788,790,792,794,796,798,800,802,804,806,808,810,812,814,816,818,820,822,824,826,828,830,832,834,836,838,840,842,844,846,848,850,852,854,856,858,860,862,864,866,868,870,872,874,876,879,881,883,885,887,890,892,894,896,898,900,902,904,906,908,910,912,914,917,919,921,923,925,927,929,931,933,935,937,939,941,943,945,947,949,951,953,955,957,959,961,963,965,967,969,971,973,975,977,979,981,983,985,987,989,991,993,995,997,999,1001,1003,1005,1007,1009,1011,1013,1015,1017,1019,1021,1023,1025,1027,1029,1031,1033,1035,1037,1039,1041,1043,1045,1047,1049,1051,1053,1055,1057,1059,1061,1063,1065,1067,1069,1071,1073,1075,1077,1079,1081,1083,1085,1087,1089,1091,1093,1095,1097,1099,1101,1103,1105,1107,1109,1111,1113,1115,1117,1119,1121,1123,1125,1127,1129,1131,1133,1135,1137,1139,1141,1143,1145,1147,1149,1151,1153,1155,1157,1159,1161,1163,1165,1167,1169,1171,1173,1175,1177,1179,1181,1183,1185,1187,1189,1191,1193,1195,1197,1199,1201,1203,1205,1207,1209,1211,1213,1215,1217,1219,1221,1223,1225,1227,1229,1231,1233,1235,1237,1239,1242,1244,1246,1248,1250,1252,1254,1256,1258,1260,1262,1264,1266,1268,1270,1272,1274,1276,1278,1280,1282,1284,1286,1288,1290,1292,1294,1296,1298,1300,1302,1304,1306,1308,1310,1312,1314,1316,1318,1320,1322,1324,1326,1328,1330,1332,1334,1336,1338,1340,1342,1344,1346,1348,1350,1352,1354,1356,1358,1360,1362,1364,1366,1368,1370,1372,1374,1376,1378,1380,1382,1384,1386,1388,1390,1392,1394,1396,1398,1400,1402,1404,1406,1408,1410,1412,1414,1416,1418,1420,1422,1424,1426,1428,1430,1432,1434,1436,1438,1440,1443,1445,1447,1449,1451,1453,1455,1457,1459,1461,1463,1465,1467,1469,1471,1473,1475,1477,1479,1481,1483,1485,1487,1489,1491,1493,1495,1497,1499,1501,1503,1505,1507,1509,1511,1513,1515,1517,1519,1521,1523,1525,1527,1529,1531,1533,1535,1537,1539,1541,1543,1545,1547,1549,1551,1553,1555,1557,1559,1561,1563,1565,1567,1569,1571,1573,1575,1577,1579,1582,1584,1586,1588,1590,1592,1594,1596,1598,1600,1602,1604,1606,1608,1610,1612,1614,1616,1618,1620,1622,1624,1626,1628,1630,1632,1634,1636,1638,1640,1642,1644,1646,1648,1650,1652,1654,1656,1658,1660,1662,1664,1666,1668,1670,1672,1674,1676,1678,1680,1682,1684,1686,1688,1690,1692,1694,1696,1698,1700,1702,1704,1706,1708,1710,1712,1714,1716,1718,1720,1722,1724,1726,1728,1730,1732,1734,1736,1738,1741,1743,1745,1747,1749,1751,1753,1755,1757,1759,1761,1763,1765,1767,1769,1771,1773,1775,1777,1779,1781,1783,1785,1787,1789,1791,1793,1795,1797,1799,1801,1804,1806,1808,1810,1812,1814,1816,1818,1820,1822,1824,1826,1828,1830,1832,1834,1836,1838,1840,1842,1844,1846,1848,1850,1852,1854,1856,1858,1860,1862,1864,1866,1868,1870,1872,1874,1876,1878,1880,1882,1884,1886,1888,1890,1892,1894,1896,1898,1900,1902,1904,1906,1908,1910,1912,1914,1916,1918,1920,1922,1924,1926,1928,1930,1932,1934,1936,1938,1940,1942,1944,1946,1948,1950,1952,1954,1956,1958,1960,1962,1964,1966,1968,1970,1972,1974,1976,1978,1980,1982,1984,1986,1988,1990,1992,1994,1996,1998,2000,2002,2004,2006,2008,2010,2012,2014,2016,2018,2020,2022,2024,2026,2028,2030,2032,2034,2036,2038,2040,2042,2044,2046,2048,2050,2052,2054,2056,2058,2060,2062,2064,2066,2068,2070,2072,2074,2076,2078,2080,2082,2084,2086,2088,2090,2092,2094,2096,2098,2100,2102,2104,2106,2108,2110,2112,2114,2116,2118,2120,2122,2124,2126,2128,2130,2132,2134,2136,2138,2140,2142,2144,2146,2148,2150,2152,2154,2156,2158,2160,2162,2164,2166,2168,2170,2172,2174,2176,2178,2180,2182,2184,2186,2188,2190,2192,2194,2196,2198,2200,2202,2204,2206,2208,2210,2212,2214,2216,2218,2220,2222,2224,2226,2228,2230,2232,2234,2236,2238,2240,2242,2245,2247,2249,2251,2253,2255,2257,2259,2261,2263,2265,2267,2269,2271,2273,2275,2277,2279,2281,2283,2285,2287,2289,2291,2293,2295,2297,2299,2301,2303,2305,2307,2309,2311,2313,2315,2317,2319,2321,2323,2325,2327,2329,2331,2333,2335,2338,2340,2342,2344,2346,2348,2350,2352,2354,2356,2358,2360,2362,2364,2366,2368,2370,2372,2374,2376,2378,2380,2382,2384,2386,2388,2390,2392,2394,2396,2398,2400,2402,2404,2406,2408,2410,2412,2414,2416,2418,2420,2422,2424,2426,2428,2430,2432,2434,2436,2438,2440,2442,2444,2446,2448,2450,2452,2454,2457,2459,2461,2463,2465,2467,2469,2471,2473,2475,2477,2479,2481,2483,2485,2487,2489,2491,2493,2495,2497,2500,2502,2504,2506,2508,2510,2512,2514,2516,2518,2520,2522,2524,2526,2528,2530,2532,2534,2536,2538,2540,2542,2544,2546,2548,2550,2552,2554,2556,2558,2560,2562,2564,2566,2568,2570,2572,2574,2576,2578,2580,2582,2584,2586,2588,2590,2592,2594,2596,2598,2600,2602,2604,2606,2608,2610,2612,2614,2616,2618,2620,2622,2624,2626,2628,2630,2632,2634,2636,2638,2640,2642,2644,2646,2648,2650,2652,2654,2656,2658,2660,2662,2664,2666,2668,2670,2672,2674,2676,2678,2680,2682,2684,2686,2688,2690,2692,2694,2696,2698,2700,2702,2704,2706,2708,2710,2712,2714,2716,2718,2720,2722,2724,2726,2728,2730,2732,2734,2736,2738,2740,2742,2744,2746,2748,2750,2752,2754,2756,2758,2760,2762,2764,2766,2768,2770,2772,2774,2776,2778,2780,2782,2784,2786,2788,2790,2792,2794,2796,2798,2800,2802,2804,2806,2808,2810,2812,2814,2816,2818,2820,2822,2824,2826,2828,2830,2832,2834,2836,2838,2840,2842,2844,2846,2848,2850,2852,2854,2856,2858,2860,2862,2864,2866,2868,2870,2872,2874,2876,2878,2880,2882,2884,2886,2888,2890,2892,2894,2896,2898,2900,2902,2904,2906,2908,2910,2912,2914,2916,2918,2920,2922,2924,2926,2928,2930,2932,2934,2936,2938,2940,2942,2944,2946,2948,2950,2952,2954,2956,2958,2960,2962,2964,2966,2968,2970,2972,2974,2976,2978,2980,2982,2984,2986,2988,2990,2992,2994,2996,2998,3000,3002,3004,3006,3008,3010,3012,3014,3016,3018,3020,3022,3024,3026,3028,3030,3032,3034,3036,3038,3040,3042,3044,3046,3048,3050,3052,3054,3056,3058,3060,3062,3064,3066,3068,3070,3072,3074,3076,3078,3080,3082,3084,3086,3088,3090,3092,3094,3096,3098,3100,3102,3104,3106,3108,3110,3112,3114,3116,3118,3120,3122,3124,3126,3128,3130,3132,3134,3136,3138,3141,3143,3145,3147,3149,3151,3153,3155,3157,3159,3161,3163,3165,3167,3169,3171,3173,3175,3177,3179,3181,3183,3185,3187,3189,3191,3193,3195,3197,3199,3201,3203,3205,3207,3209,3211,3213,3215,3217,3219,3221,3223,3225,3227,3229,3231,3233,3235,3237,3239,3241,3243,3245,3247,3249,3251,3253,3255,3257,3259,3261,3263,3265,3268,3270,3272,3274,3276,3278,3280,3282,3284,3286,3288,3290,3292,3294,3296,3298,3300,3302,3304,3306,3308,3310,3312,3314,3316,3318,3320,3322,3324,3326,3328,3330,3332,3334,3336,3338,3340,3342,3344,3346,3348,3350,3352,3354,3356,3358,3360,3362,3364,3366,3368,3370,3372,3374,3376,3378,3380,3382,3384,3386,3388,3390,3392,3394,3396,3398,3400,3402,3404,3406,3408,3410,3412,3414,3416,3418,3420,3422,3424,3426,3428,3430,3432,3434,3436,3438,3440,3442,3444,3446,3448,3450,3452,3454,3456,3458,3460,3462,3464,3466,3468,3470,3472,3474,3476,3478,3480,3482,3484,3486,3488,3490,3492,3494,3496,3498,3500,3502,3504,3506,3508,3510,3512,3514,3516,3518,3520,3522,3524,3526,3528,3530,3532,3534,3536,3538,3540,3542,3544,3546,3548,3550,3552,3554,3556,3558,3560,3562,3564,3566,3568,3570,3572,3574,3576,3578,3580,3582,3584,3586,3588,3590,3592,3594,3596,3598,3600,3602,3604,3606,3608,3610,3612,3614,3616,3618,3620,3622,3624,3626,3628,3630,3632,3634,3636,3638,3640,3642,3644,3646,3648,3650,3652,3654,3656,3658,3660,3662,3664,3666,3668,3670,3672,3674,3676,3678,3680,3682,3684,3686,3688,3690,3692,3694,3696,3698,3700,3702,3704,3706,3708,3710,3712,3714,3716,3718,3720,3722,3724,3726,3728,3730,3732,3734,3736,3738,3740,3742,3744,3746,3748,3750,3752,3754,3756,3758,3760,3762,3764,3766,3768,3770,3772,3774,3776,3778,3780,3782,3784,3786,3788,3790,3792,3794,3796,3798,3800,3802,3804,3806,3808,3810,3812,3814,3816,3818,3820,3822,3824,3826,3828,3830,3832,3834,3836,3838,3840,3842,3844,3846,3848,3850,3852,3854,3856,3858,3860,3862,3864,3866,3868,3870,3872,3874,3876,3878,3880,3882,3884,3886,3888,3890,3892,3894,3896,3898,3900,3902,3904,3906,3908,3910,3912,3914,3916,3918,3920,3922,3924,3926,3928,3930,3932,3934,3936,3938,3940,3942,3944,3946,3948,3950,3952,3954,3956,3958,3960,3962,3964,3966,3968,3970,3972,3974,3976,3978,3980,3982,3984,3986,3988,3990,3992,3994,3996,3998,4000,4002,4004,4006,4008,4010,4012,4014,4016,4018,4020,4022,4024,4026,4028,4030,4032,4034,4036,4038,4040,4042,4044,4046,4048,4050,4052,4054,4056,4058,4060,4062,4064,4066,4068,4070,4072,4074,4076,4078,4080,4082,4084,4086,4088,4090,4092,4094,4096,4098,4100,4102,4104,4106,4108,4110,4112,4114,4116,4118,4120,4122,4124,4126,4128,4130,4132,4134,4136,4138,4140,4142,4144,4146,4148,4150,4152,4154,4156,4158,4160,4162,4164,4166,4168,4170,4172,4174,4176,4178,4180,4182,4184,4186,4188,4190,4192,4194,4196,4198,4200,4202,4204,4206,4208,4210,4212,4214,4216,4218,4220,4222,4224,4226,4228,4230,4232,4234,4236,4238,4240,4242,4244,4246,4248,4250,4252,4254,4256,4258,4260,4262,4264,4266,4268,4270,4272,4274,4276,4278,4280,4282,4284,4286,4288,4290,4292,4294,4296,4298,4300,4302,4304,4306,4308,4310,4312,4314,4316,4318,4320,4322,4324,4326,4328,4330,4332,4334,4336,4338,4340,4342,4344,4346,4348,4350,4352,4354,4356,4358,4360,4362,4364,4366,4368,4370,4372,4374,4376,4378,4380,4382,4384,4386,4388,4390,4392,4394,4396,4398,4400,4402,4404,4406,4408,4410,4412,4414,4416,4418,4420,4422,4424,4426,4428,4430,4432,4434,4436,4438,4440,4442,4444,4446,4448,4450,4452,4454,4456,4458,4460,4462,4464,4466,4468,4470,4472,4474,4476,4478,4480,4482,4484,4486,4488,4490,4492,4494,4496,4498,4500,4502,4504,4506,4508,4510,4512,4514,4516,4518,4520,4522,4524,4526,4528,4530,4532,4534,4536,4538,4540,4542,4544,4546,4548,4550,4553,4555,4557,4559,4561,4563,4565,4567,4569,4571,4573,4575,4577,4579,4581,4583,4585,4587,4589,4591,4593,4595,4597,4599,4601,4603,4605,4607,4609,4611,4613,4615,4617,4619,4621,4623,4625,4627,4629,4631,4633,4635,4637,4639,4641,4643,4645,4647,4649,4651,4653,4655,4657,4659,4661,4663,4665,4667,4669,4671,4673,4675,4677,4679,4681,4683,4685,4687,4689,4691,4693,4695,4697,4699,4701,4703,4705,4707,4709,4711,4713,4715,4717,4719,4721,4723,4725,4727,4729,4731,4733,4735,4737,4739,4741,4743,4745,4747,4749,4751,4753,4755,4757,4759,4761,4763,4765,4767,4769,4771,4773,4775,4777,4779,4781,4783,4785,4787,4789,4791,4793,4795,4797,4799,4801,4803,4805,4807,4809,4811,4813,4815,4817,4819,4821,4823,4825,4827,4829,4831,4833,4835,4837,4839,4841,4843,4845,4847,4849,4851,4853,4855,4857,4859,4861,4863,4865,4867,4869,4871,4873,4875,4877,4879,4881,4883,4885,4887,4889,4891,4893,4895,4897,4899,4901,4903,4905,4907,4909,4911,4913,4915,4917,4919,4921,4923,4925,4927,4929,4931,4933,4935,4937,4939,4941,4943,4945,4947,4949,4951,4953,4955,4957,4959,4961,4963,4965,4967,4969,4971,4973,4975,4977,4979,4981,4983,4985,4987,4989,4991,4993,4995,4997,4999,5001,5003,5005,5007,5009,5011,5013,5015,5017,5019,5021,5023,5025,5027,5029,5031,5033,5035,5037,5039,5041,5043,5045,5047,5049,5051,5053,5055,5057,5059,5061,5063,5065,5067,5069,5071,5073,5075,5077,5079,5081,5083,5085,5087,5089,5091,5093,5095,5097,5099,5101,5103,5105,5107,5109,5111,5113,5115,5117,5119,5121,5123,5125,5127,5129,5131,5133,5135,5137,5139,5141,5143,5145,5147,5149,5151,5153,5155,5157,5159,5161,5163,5165,5167,5169,5171,5173,5175,5177,5179,5181,5183,5185,5187,5189,5191,5193,5195,5197,5199,5201,5203,5205,5207,5209,5211,5213,5215,5217,5219,5221,5223,5225,5227,5229,5231,5233,5235,5237,5239,5241,5243,5245,5247,5249,5251,5253,5255,5257,5259,5261,5263,5265,5267,5269,5271,5273,5275,5277,5279,5281,5283,5285,5287,5289,5291,5293,5295,5297,5299,5301,5303,5305,5307,5309,5311,5313,5315,5317,5319,5321,5323,5325,5327,5329,5331,5333,5335,5337,5339,5341,5343,5345,5347,5349,5351,5353,5355,5357,5359,5361,5363,5365,5367,5369,5371,5373,5375,5377,5379,5381,5383,5385,5387,5389,5391,5393,5395,5397,5399,5401,5403,5405,5407,5410,5412,5414,5416,5418,5420,5422,5424,5426,5428,5430,5432,5434,5436,5438,5440,5442,5444,5446,5448,5450,5452,5454,5456,5458,5460,5462,5464,5466,5468,5470,5472,5474,5476,5478,5480,5482,5484,5486,5488,5490,5492,5494,5496,5498,5500,5502,5504,5506,5508,5510,5512,5514,5516,5518,5520,5522,5524,5526,5528,5530,5532,5534,5536,5538,5540,5542,5544,5546,5548,5550,5552,5554,5556,5558,5560,5562,5564,5566,5568,5570,5572,5574,5576,5578,5580,5582,5584,5586,5588,5590,5592,5594,5596,5598,5600,5602,5604,5606,5608,5610,5613,5615,5617,5619,5621,5623,5625,5627,5629,5631,5633,5635,5637,5639,5641,5643,5645,5647,5649,5651,5653,5655,5657,5659,5661,5663,5665,5667,5669,5671,5673,5675,5677,5679,5681,5683,5685,5687,5689,5691,5693,5695,5697,5699,5701,5703,5705,5707,5709,5711,5713,5715,5717,5719,5721,5723,5725,5727,5729,5731,5733,5735,5737,5739,5741,5743,5745,5747,5749,5751,5753,5755,5757,5759,5761,5763,5765,5767,5769,5771,5773,5775,5777,5779,5781,5783,5785,5787,5789,5791,5793,5795,5797,5799,5801,5803,5805,5807,5809,5811,5813,5815,5817,5819,5821,5823,5825,5827,5829,5831,5833,5835,5837,5839,5841,5843,5845,5847,5849,5851,5853,5855,5857,5859,5861,5863,5865,5867,5869,5871,5873,5875,5877,5879,5881,5883,5885,5887,5889,5891,5893,5895,5897,5899,5901,5903,5905,5907,5909,5911,5913,5915,5917,5919,5921,5923,5925,5927,5929,5931,5933,5935,5937,5939,5941,5943,5945,5947,5949,5951,5953,5955,5957,5959,5961,5963,5965,5967,5969,5971,5973,5975,5977,5979,5981,5983,5985,5987,5989,5991,5993,5995,5997,5999,6001,6003,6005,6007,6009,6011,6013,6015,6017,6019,6021,6023,6025,6027,6029,6031,6033,6035,6037,6039,6041,6043,6045,6047,6049,6051,6053,6055,6057,6059,6061,6063,6065,6067,6069,6071,6073,6075,6077,6079,6081,6083,6085,6087,6089,6091,6093,6095,6097,6099,6101,6103,6105,6107,6109,6111,6113,6115,6117,6119,6121,6123,6125,6127,6129,6131,6133,6135,6137,6139,6141,6143,6145,6147,6149,6151,6153,6155,6157,6159,6161,6163,6165,6167,6169,6171,6173,6175,6177,6179,6181,6183,6185,6187,6189,6191,6193,6195,6197,6199,6201,6203,6205,6207,6209,6211,6213,6215,6217,6219,6221,6223,6225,6227,6229,6231,6233,6235,6237,6239,6241,6243,6245,6247,6249,6251,6253,6255,6257,6259,6261,6263,6265,6267,6269,6271,6273,6275,6277,6279,6281,6283,6285,6287,6289,6291,6293,6295,6297,6299,6301,6303,6305,6307,6309,6311,6313,6315,6317,6319,6321,6323,6325,6327,6329,6331,6333,6335,6337,6339,6341,6343,6345,6347,6349,6351,6353,6355,6357,6359,6361,6363,6365,6367,6369,6371,6373,6375,6377,6379,6381,6383,6385,6387,6389,6391,6393,6395,6397,6399,6401,6403,6405,6407,6409,6411,6413,6415,6417,6419,6421,6423,6425,6427,6429,6431,6433,6435,6437,6439,6441,6443,6445,6447,6449,6451,6453,6455,6457,6459,6461,6463,6465,6467,6469,6471,6473,6475,6477,6479,6481,6483,6485,6487,6489,6491,6493,6495,6497,6499,6501,6503,6505,6507,6509,6511,6513,6515,6517,6519,6521,6523,6525,6527,6529,6531,6533,6535,6537,6539,6541,6543,6545,6547,6549,6551,6553,6555,6557,6559,6561,6563,6565,6567,6569,6571,6573,6575,6577,6579,6581,6583,6585,6587,6589,6591,6593,6595,6597,6599,6601,6603,6605,6607,6609,6611,6613,6615,6617,6619,6621,6623,6625,6627,6629,6631,6633,6635,6637,6639,6641,6643,6645,6647,6649,6651,6653,6655,6657,6659,6661,6663,6665,6667,6669,6671,6673,6675,6677,6679,6681,6683,6685,6687,6689,6691,6693,6695,6697,6699,6701,6703,6705,6707,6709,6711,6713,6715,6717,6719,6721,6723,6725,6727,6729,6731,6733,6735,6737,6739,6741,6743,6745,6747,6749,6751,6753,6755,6757,6759,6761,6763,6765,6767,6769,6771,6773,6775,6777,6779,6781,6783,6785,6787,6789,6791,6793,6795,6797,6799,6801,6803,6805,6807,6809,6811,6813,6815,6817,6819,6821,6823,6825,6827,6829,6831,6833,6835,6837,6839,6841,6843,6845,6847,6849,6851,6853,6855,6857,6859,6861,6863,6865,6867,6869,6871,6873,6875,6877,6879,6881,6883,6885,6887,6889,6891,6893,6895,6897,6899,6901,6903,6905,6907,6909,6911,6913,6915,6917,6919,6921,6923,6925,6927,6929,6931,6933,6935,6937,6939,6941,6943,6945,6947,6949,6951,6953,6955,6957,6959,6961,6963,6965,6967,6969,6971,6973,6975,6977,6979,6981,6983,6985,6987,6989,6991,6993,6995,6997,6999,7001,7003,7005,7007,7009,7011,7013,7015,7017],{"categories":117},[118],"AI & LLMs",{"categories":120},[121],"Developer Productivity",{"categories":123},[118],{"categories":125},[126],"Business & SaaS",{"categories":128},[118],{"categories":130},[131],"AI Automation",{"categories":133},[134],"Product Strategy",{"categories":136},[131],{"categories":138},[118],{"categories":140},[121],{"categories":142},[131],{"categories":144},[145],"Software Engineering",{"categories":147},[118],{"categories":149},[126],{"categories":151},[],{"categories":153},[118],{"categories":155},[156],"Inference & Serving",{"categories":158},[118],{"categories":160},[118],{"categories":162},[131],{"categories":164},[],{"categories":166},[167],"AI News & Trends",{"categories":169},[170],"Data Science & Visualization",{"categories":172},[131],{"categories":174},[118],{"categories":176},[118],{"categories":178},[126],{"categories":180},[121],{"categories":182},[118],{"categories":184},[131],{"categories":186},[167],{"categories":188},[118],{"categories":190},[131],{"categories":192},[131],{"categories":194},[118],{"categories":196},[118],{"categories":198},[131],{"categories":200},[118],{"categories":202},[118],{"categories":204},[118],{"categories":206},[131],{"categories":208},[167],{"categories":210},[118],{"categories":212},[118],{"categories":214},[118],{"categories":216},[],{"categories":218},[219],"Design & Frontend",{"categories":221},[170],{"categories":223},[167],{"categories":225},[118],{"categories":227},[118],{"categories":229},[118],{"categories":231},[],{"categories":233},[118],{"categories":235},[118],{"categories":237},[131],{"categories":239},[145],{"categories":241},[118],{"categories":243},[131],{"categories":245},[118],{"categories":247},[248],"Marketing & Growth",{"categories":250},[219],{"categories":252},[118],{"categories":254},[131],{"categories":256},[118],{"categories":258},[118],{"categories":260},[145],{"categories":262},[118],{"categories":264},[],{"categories":266},[],{"categories":268},[219],{"categories":270},[118],{"categories":272},[131],{"categories":274},[121],{"categories":276},[145],{"categories":278},[131],{"categories":280},[219],{"categories":282},[134],{"categories":284},[118],{"categories":286},[145],{"categories":288},[289],"DevOps & Cloud",{"categories":291},[131],{"categories":293},[134],{"categories":295},[167],{"categories":297},[118],{"categories":299},[],{"categories":301},[118],{"categories":303},[118],{"categories":305},[],{"categories":307},[131],{"categories":309},[145],{"categories":311},[],{"categories":313},[145],{"categories":315},[118],{"categories":317},[318],"Governance & Standards",{"categories":320},[126],{"categories":322},[],{"categories":324},[],{"categories":326},[118],{"categories":328},[118],{"categories":330},[131],{"categories":332},[118],{"categories":334},[118],{"categories":336},[131],{"categories":338},[118],{"categories":340},[118],{"categories":342},[118],{"categories":344},[],{"categories":346},[145],{"categories":348},[],{"categories":350},[],{"categories":352},[118],{"categories":354},[145],{"categories":356},[],{"categories":358},[145],{"categories":360},[118],{"categories":362},[118],{"categories":364},[248],{"categories":366},[118],{"categories":368},[118],{"categories":370},[118],{"categories":372},[219],{"categories":374},[219],{"categories":376},[118],{"categories":378},[145],{"categories":380},[131],{"categories":382},[73],{"categories":384},[145],{"categories":386},[118],{"categories":388},[118],{"categories":390},[118],{"categories":392},[131],{"categories":394},[131],{"categories":396},[170],{"categories":398},[118],{"categories":400},[167],{"categories":402},[131],{"categories":404},[405],"Legal AI Tools",{"categories":407},[118],{"categories":409},[131],{"categories":411},[118],{"categories":413},[248],{"categories":415},[131],{"categories":417},[134],{"categories":419},[118],{"categories":421},[145],{"categories":423},[73],{"categories":425},[],{"categories":427},[131],{"categories":429},[],{"categories":431},[126],{"categories":433},[131],{"categories":435},[131],{"categories":437},[438],"RAG & Retrieval",{"categories":440},[126],{"categories":442},[118],{"categories":444},[145],{"categories":446},[145],{"categories":448},[289],{"categories":450},[219],{"categories":452},[131],{"categories":454},[118],{"categories":456},[118],{"categories":458},[],{"categories":460},[461],"Agents & Orchestration",{"categories":463},[145],{"categories":465},[118],{"categories":467},[],{"categories":469},[131],{"categories":471},[126],{"categories":473},[],{"categories":475},[118],{"categories":477},[],{"categories":479},[118],{"categories":481},[121],{"categories":483},[145],{"categories":485},[126],{"categories":487},[118],{"categories":489},[131],{"categories":491},[118],{"categories":493},[167],{"categories":495},[118],{"categories":497},[],{"categories":499},[118],{"categories":501},[],{"categories":503},[118],{"categories":505},[145],{"categories":507},[118],{"categories":509},[131],{"categories":511},[170],{"categories":513},[],{"categories":515},[118],{"categories":517},[219],{"categories":519},[520],"Models & Frontier Labs",{"categories":522},[],{"categories":524},[219],{"categories":526},[527],"Regulation & Governance of AI",{"categories":529},[134],{"categories":531},[131],{"categories":533},[],{"categories":535},[118],{"categories":537},[118],{"categories":539},[131],{"categories":541},[131],{"categories":543},[167],{"categories":545},[118],{"categories":547},[126],{"categories":549},[118],{"categories":551},[131],{"categories":553},[],{"categories":555},[145],{"categories":557},[131],{"categories":559},[118],{"categories":561},[134],{"categories":563},[118],{"categories":565},[566],"AI Policy & Regulation",{"categories":568},[],{"categories":570},[118],{"categories":572},[131],{"categories":574},[134],{"categories":576},[131],{"categories":578},[118],{"categories":580},[118],{"categories":582},[118],{"categories":584},[131],{"categories":586},[],{"categories":588},[170],{"categories":590},[591],"Evals & Reliability",{"categories":593},[118],{"categories":595},[118],{"categories":597},[],{"categories":599},[121],{"categories":601},[73],{"categories":603},[566],{"categories":605},[118],{"categories":607},[126],{"categories":609},[118],{"categories":611},[131],{"categories":613},[118],{"categories":615},[131],{"categories":617},[461],{"categories":619},[118],{"categories":621},[145],{"categories":623},[118],{"categories":625},[],{"categories":627},[219],{"categories":629},[],{"categories":631},[118],{"categories":633},[73],{"categories":635},[118],{"categories":637},[118],{"categories":639},[118],{"categories":641},[],{"categories":643},[118],{"categories":645},[219],{"categories":647},[145],{"categories":649},[],{"categories":651},[118],{"categories":653},[],{"categories":655},[131],{"categories":657},[118],{"categories":659},[219],{"categories":661},[],{"categories":663},[118],{"categories":665},[118],{"categories":667},[170],{"categories":669},[131],{"categories":671},[118],{"categories":673},[126],{"categories":675},[131],{"categories":677},[118],{"categories":679},[118],{"categories":681},[145],{"categories":683},[219],{"categories":685},[118],{"categories":687},[131],{"categories":689},[],{"categories":691},[145],{"categories":693},[131],{"categories":695},[170],{"categories":697},[],{"categories":699},[118],{"categories":701},[167],{"categories":703},[118],{"categories":705},[],{"categories":707},[118],{"categories":709},[118],{"categories":711},[118],{"categories":713},[126,248],{"categories":715},[],{"categories":717},[145],{"categories":719},[118],{"categories":721},[118],{"categories":723},[131],{"categories":725},[118],{"categories":727},[],{"categories":729},[],{"categories":731},[118],{"categories":733},[219],{"categories":735},[118],{"categories":737},[],{"categories":739},[118],{"categories":741},[289],{"categories":743},[],{"categories":745},[131],{"categories":747},[167],{"categories":749},[118],{"categories":751},[118],{"categories":753},[219],{"categories":755},[],{"categories":757},[167],{"categories":759},[118],{"categories":761},[156],{"categories":763},[118],{"categories":765},[118],{"categories":767},[131],{"categories":769},[167],{"categories":771},[520],{"categories":773},[118],{"categories":775},[248],{"categories":777},[],{"categories":779},[131],{"categories":781},[126],{"categories":783},[145],{"categories":785},[118],{"categories":787},[131],{"categories":789},[],{"categories":791},[118,289],{"categories":793},[118],{"categories":795},[118],{"categories":797},[118],{"categories":799},[131],{"categories":801},[118,145],{"categories":803},[170],{"categories":805},[118],{"categories":807},[118],{"categories":809},[118],{"categories":811},[145],{"categories":813},[118],{"categories":815},[131],{"categories":817},[131],{"categories":819},[566],{"categories":821},[248],{"categories":823},[118],{"categories":825},[131],{"categories":827},[118],{"categories":829},[118],{"categories":831},[131],{"categories":833},[],{"categories":835},[131],{"categories":837},[118],{"categories":839},[118],{"categories":841},[131],{"categories":843},[118],{"categories":845},[118,126],{"categories":847},[118],{"categories":849},[126],{"categories":851},[],{"categories":853},[219],{"categories":855},[219],{"categories":857},[118],{"categories":859},[],{"categories":861},[],{"categories":863},[118],{"categories":865},[167],{"categories":867},[],{"categories":869},[121],{"categories":871},[118],{"categories":873},[145],{"categories":875},[118],{"categories":877},[878],"Generative UI & Design-to-Code",{"categories":880},[118],{"categories":882},[118],{"categories":884},[219],{"categories":886},[118],{"categories":888},[889],"Algorithmic Accountability",{"categories":891},[131],{"categories":893},[145],{"categories":895},[167],{"categories":897},[219],{"categories":899},[118],{"categories":901},[],{"categories":903},[134],{"categories":905},[118],{"categories":907},[118],{"categories":909},[118],{"categories":911},[118],{"categories":913},[131],{"categories":915},[916],"MLOps & Infrastructure",{"categories":918},[118],{"categories":920},[118],{"categories":922},[118],{"categories":924},[118],{"categories":926},[118],{"categories":928},[145],{"categories":930},[167],{"categories":932},[118],{"categories":934},[134],{"categories":936},[121],{"categories":938},[118],{"categories":940},[131],{"categories":942},[289],{"categories":944},[118],{"categories":946},[126],{"categories":948},[118],{"categories":950},[219],{"categories":952},[118],{"categories":954},[118],{"categories":956},[131],{"categories":958},[],{"categories":960},[],{"categories":962},[118],{"categories":964},[156],{"categories":966},[219],{"categories":968},[167],{"categories":970},[170],{"categories":972},[],{"categories":974},[118],{"categories":976},[118],{"categories":978},[126],{"categories":980},[131],{"categories":982},[118],{"categories":984},[118],{"categories":986},[118],{"categories":988},[118],{"categories":990},[167],{"categories":992},[156],{"categories":994},[118],{"categories":996},[219],{"categories":998},[118],{"categories":1000},[],{"categories":1002},[131],{"categories":1004},[145],{"categories":1006},[],{"categories":1008},[118],{"categories":1010},[118],{"categories":1012},[131],{"categories":1014},[145],{"categories":1016},[118],{"categories":1018},[170],{"categories":1020},[219],{"categories":1022},[],{"categories":1024},[118],{"categories":1026},[],{"categories":1028},[118],{"categories":1030},[],{"categories":1032},[118],{"categories":1034},[118],{"categories":1036},[134],{"categories":1038},[126],{"categories":1040},[131],{"categories":1042},[131],{"categories":1044},[],{"categories":1046},[118],{"categories":1048},[121],{"categories":1050},[118],{"categories":1052},[118],{"categories":1054},[126],{"categories":1056},[167],{"categories":1058},[121],{"categories":1060},[],{"categories":1062},[118],{"categories":1064},[],{"categories":1066},[118],{"categories":1068},[],{"categories":1070},[167],{"categories":1072},[167],{"categories":1074},[],{"categories":1076},[461],{"categories":1078},[118],{"categories":1080},[219],{"categories":1082},[145],{"categories":1084},[],{"categories":1086},[405],{"categories":1088},[131],{"categories":1090},[126],{"categories":1092},[],{"categories":1094},[],{"categories":1096},[121],{"categories":1098},[170],{"categories":1100},[],{"categories":1102},[248],{"categories":1104},[131],{"categories":1106},[126],{"categories":1108},[131],{"categories":1110},[118],{"categories":1112},[126],{"categories":1114},[118],{"categories":1116},[145],{"categories":1118},[],{"categories":1120},[156],{"categories":1122},[134],{"categories":1124},[118],{"categories":1126},[219],{"categories":1128},[145],{"categories":1130},[126],{"categories":1132},[118],{"categories":1134},[145],{"categories":1136},[118],{"categories":1138},[131],{"categories":1140},[126],{"categories":1142},[118],{"categories":1144},[118],{"categories":1146},[118],{"categories":1148},[118],{"categories":1150},[118],{"categories":1152},[],{"categories":1154},[],{"categories":1156},[145],{"categories":1158},[170],{"categories":1160},[134],{"categories":1162},[118],{"categories":1164},[131],{"categories":1166},[145],{"categories":1168},[145],{"categories":1170},[118],{"categories":1172},[],{"categories":1174},[167],{"categories":1176},[134],{"categories":1178},[134],{"categories":1180},[145],{"categories":1182},[118],{"categories":1184},[591],{"categories":1186},[289],{"categories":1188},[],{"categories":1190},[131],{"categories":1192},[118],{"categories":1194},[],{"categories":1196},[121],{"categories":1198},[],{"categories":1200},[118],{"categories":1202},[118],{"categories":1204},[118],{"categories":1206},[219],{"categories":1208},[248],{"categories":1210},[118],{"categories":1212},[145],{"categories":1214},[118],{"categories":1216},[131],{"categories":1218},[],{"categories":1220},[145],{"categories":1222},[118],{"categories":1224},[121],{"categories":1226},[],{"categories":1228},[126],{"categories":1230},[118],{"categories":1232},[118],{"categories":1234},[167],{"categories":1236},[118,289],{"categories":1238},[118],{"categories":1240},[1241],"Design Systems for AI",{"categories":1243},[118],{"categories":1245},[118],{"categories":1247},[167],{"categories":1249},[118],{"categories":1251},[118],{"categories":1253},[118],{"categories":1255},[126],{"categories":1257},[118],{"categories":1259},[118],{"categories":1261},[118],{"categories":1263},[],{"categories":1265},[118],{"categories":1267},[118],{"categories":1269},[126],{"categories":1271},[118],{"categories":1273},[],{"categories":1275},[131],{"categories":1277},[131],{"categories":1279},[145],{"categories":1281},[167],{"categories":1283},[145],{"categories":1285},[118],{"categories":1287},[219],{"categories":1289},[167],{"categories":1291},[170],{"categories":1293},[118],{"categories":1295},[118],{"categories":1297},[131],{"categories":1299},[121],{"categories":1301},[566],{"categories":1303},[118],{"categories":1305},[131],{"categories":1307},[118],{"categories":1309},[145],{"categories":1311},[145],{"categories":1313},[],{"categories":1315},[],{"categories":1317},[118],{"categories":1319},[131],{"categories":1321},[134],{"categories":1323},[],{"categories":1325},[126],{"categories":1327},[118],{"categories":1329},[],{"categories":1331},[219],{"categories":1333},[145],{"categories":1335},[131],{"categories":1337},[145],{"categories":1339},[219],{"categories":1341},[118],{"categories":1343},[118],{"categories":1345},[219],{"categories":1347},[],{"categories":1349},[],{"categories":1351},[167],{"categories":1353},[131],{"categories":1355},[131],{"categories":1357},[118],{"categories":1359},[118],{"categories":1361},[118],{"categories":1363},[118],{"categories":1365},[126],{"categories":1367},[118],{"categories":1369},[118],{"categories":1371},[],{"categories":1373},[145],{"categories":1375},[145],{"categories":1377},[118],{"categories":1379},[145],{"categories":1381},[126],{"categories":1383},[],{"categories":1385},[118],{"categories":1387},[118],{"categories":1389},[118],{"categories":1391},[118],{"categories":1393},[118],{"categories":1395},[131],{"categories":1397},[121],{"categories":1399},[126],{"categories":1401},[118],{"categories":1403},[131],{"categories":1405},[167],{"categories":1407},[131],{"categories":1409},[156],{"categories":1411},[248],{"categories":1413},[118],{"categories":1415},[131],{"categories":1417},[118],{"categories":1419},[118],{"categories":1421},[118],{"categories":1423},[],{"categories":1425},[219],{"categories":1427},[],{"categories":1429},[118],{"categories":1431},[118],{"categories":1433},[],{"categories":1435},[118],{"categories":1437},[145],{"categories":1439},[126],{"categories":1441},[1442],"Visual & Generative Media",{"categories":1444},[131],{"categories":1446},[],{"categories":1448},[118],{"categories":1450},[118],{"categories":1452},[145],{"categories":1454},[289],{"categories":1456},[118],{"categories":1458},[170],{"categories":1460},[566],{"categories":1462},[145],{"categories":1464},[248],{"categories":1466},[118],{"categories":1468},[219],{"categories":1470},[118],{"categories":1472},[118],{"categories":1474},[145],{"categories":1476},[131],{"categories":1478},[118],{"categories":1480},[],{"categories":1482},[],{"categories":1484},[131],{"categories":1486},[145],{"categories":1488},[121],{"categories":1490},[131],{"categories":1492},[520],{"categories":1494},[118],{"categories":1496},[134],{"categories":1498},[118],{"categories":1500},[126],{"categories":1502},[],{"categories":1504},[118],{"categories":1506},[134],{"categories":1508},[118],{"categories":1510},[118],{"categories":1512},[118],{"categories":1514},[134],{"categories":1516},[118],{"categories":1518},[118],{"categories":1520},[248],{"categories":1522},[118],{"categories":1524},[461],{"categories":1526},[118],{"categories":1528},[131],{"categories":1530},[118],{"categories":1532},[118],{"categories":1534},[118],{"categories":1536},[118],{"categories":1538},[219],{"categories":1540},[131],{"categories":1542},[],{"categories":1544},[131],{"categories":1546},[],{"categories":1548},[289],{"categories":1550},[145],{"categories":1552},[],{"categories":1554},[520],{"categories":1556},[118],{"categories":1558},[131],{"categories":1560},[131],{"categories":1562},[118],{"categories":1564},[219,118],{"categories":1566},[121],{"categories":1568},[118],{"categories":1570},[219],{"categories":1572},[],{"categories":1574},[118],{"categories":1576},[121],{"categories":1578},[118],{"categories":1580},[1581],"Medical Imaging & Radiology",{"categories":1583},[118],{"categories":1585},[118],{"categories":1587},[118],{"categories":1589},[219],{"categories":1591},[131],{"categories":1593},[145],{"categories":1595},[],{"categories":1597},[118],{"categories":1599},[118],{"categories":1601},[118],{"categories":1603},[],{"categories":1605},[],{"categories":1607},[118],{"categories":1609},[118],{"categories":1611},[461],{"categories":1613},[118],{"categories":1615},[121],{"categories":1617},[118],{"categories":1619},[118],{"categories":1621},[],{"categories":1623},[131],{"categories":1625},[118],{"categories":1627},[134],{"categories":1629},[145],{"categories":1631},[118],{"categories":1633},[131],{"categories":1635},[461],{"categories":1637},[118],{"categories":1639},[131],{"categories":1641},[118],{"categories":1643},[118],{"categories":1645},[118],{"categories":1647},[219],{"categories":1649},[131],{"categories":1651},[289],{"categories":1653},[219],{"categories":1655},[126],{"categories":1657},[131],{"categories":1659},[167],{"categories":1661},[118],{"categories":1663},[118],{"categories":1665},[134],{"categories":1667},[118],{"categories":1669},[118],{"categories":1671},[118],{"categories":1673},[118],{"categories":1675},[131],{"categories":1677},[118],{"categories":1679},[145],{"categories":1681},[145],{"categories":1683},[118],{"categories":1685},[134],{"categories":1687},[],{"categories":1689},[167],{"categories":1691},[],{"categories":1693},[134],{"categories":1695},[131],{"categories":1697},[118],{"categories":1699},[131],{"categories":1701},[1241],{"categories":1703},[1241],{"categories":1705},[219],{"categories":1707},[118],{"categories":1709},[118],{"categories":1711},[118],{"categories":1713},[131],{"categories":1715},[145],{"categories":1717},[219],{"categories":1719},[131],{"categories":1721},[167],{"categories":1723},[],{"categories":1725},[118],{"categories":1727},[],{"categories":1729},[118],{"categories":1731},[118],{"categories":1733},[118],{"categories":1735},[118],{"categories":1737},[131],{"categories":1739},[1740],"Contract Review & E-Discovery",{"categories":1742},[118],{"categories":1744},[219],{"categories":1746},[118],{"categories":1748},[121],{"categories":1750},[118],{"categories":1752},[167],{"categories":1754},[118],{"categories":1756},[118],{"categories":1758},[248],{"categories":1760},[145],{"categories":1762},[118],{"categories":1764},[118],{"categories":1766},[131],{"categories":1768},[131],{"categories":1770},[889],{"categories":1772},[118],{"categories":1774},[118],{"categories":1776},[131],{"categories":1778},[131],{"categories":1780},[118],{"categories":1782},[118],{"categories":1784},[118],{"categories":1786},[131],{"categories":1788},[118],{"categories":1790},[118],{"categories":1792},[461],{"categories":1794},[438],{"categories":1796},[118],{"categories":1798},[131],{"categories":1800},[118],{"categories":1802},[1803],"Law-Firm Practice & Adoption",{"categories":1805},[118],{"categories":1807},[131],{"categories":1809},[219],{"categories":1811},[118],{"categories":1813},[118],{"categories":1815},[118],{"categories":1817},[],{"categories":1819},[],{"categories":1821},[145],{"categories":1823},[118],{"categories":1825},[],{"categories":1827},[131],{"categories":1829},[121],{"categories":1831},[289],{"categories":1833},[118],{"categories":1835},[],{"categories":1837},[121],{"categories":1839},[126],{"categories":1841},[118],{"categories":1843},[248],{"categories":1845},[],{"categories":1847},[126],{"categories":1849},[131],{"categories":1851},[126],{"categories":1853},[],{"categories":1855},[118],{"categories":1857},[134],{"categories":1859},[118],{"categories":1861},[145],{"categories":1863},[],{"categories":1865},[],{"categories":1867},[],{"categories":1869},[],{"categories":1871},[118],{"categories":1873},[134],{"categories":1875},[131],{"categories":1877},[289],{"categories":1879},[118],{"categories":1881},[121],{"categories":1883},[145],{"categories":1885},[118],{"categories":1887},[118],{"categories":1889},[145],{"categories":1891},[134],{"categories":1893},[118],{"categories":1895},[118],{"categories":1897},[118],{"categories":1899},[916],{"categories":1901},[118],{"categories":1903},[145],{"categories":1905},[118],{"categories":1907},[248],{"categories":1909},[145],{"categories":1911},[126],{"categories":1913},[118],{"categories":1915},[118],{"categories":1917},[118],{"categories":1919},[219],{"categories":1921},[118],{"categories":1923},[118],{"categories":1925},[118],{"categories":1927},[118],{"categories":1929},[126],{"categories":1931},[131],{"categories":1933},[118,121],{"categories":1935},[461],{"categories":1937},[118],{"categories":1939},[118],{"categories":1941},[145],{"categories":1943},[145],{"categories":1945},[219],{"categories":1947},[131],{"categories":1949},[131],{"categories":1951},[145],{"categories":1953},[118],{"categories":1955},[118],{"categories":1957},[118],{"categories":1959},[],{"categories":1961},[],{"categories":1963},[118],{"categories":1965},[170],{"categories":1967},[118],{"categories":1969},[131],{"categories":1971},[],{"categories":1973},[118],{"categories":1975},[118],{"categories":1977},[145],{"categories":1979},[170],{"categories":1981},[167],{"categories":1983},[219],{"categories":1985},[118],{"categories":1987},[131],{"categories":1989},[118],{"categories":1991},[145],{"categories":1993},[],{"categories":1995},[131],{"categories":1997},[118],{"categories":1999},[118],{"categories":2001},[118],{"categories":2003},[118],{"categories":2005},[],{"categories":2007},[131],{"categories":2009},[118],{"categories":2011},[118],{"categories":2013},[118],{"categories":2015},[],{"categories":2017},[131],{"categories":2019},[118],{"categories":2021},[118],{"categories":2023},[126],{"categories":2025},[118],{"categories":2027},[118],{"categories":2029},[],{"categories":2031},[121],{"categories":2033},[118],{"categories":2035},[118],{"categories":2037},[118],{"categories":2039},[219],{"categories":2041},[118],{"categories":2043},[145],{"categories":2045},[118],{"categories":2047},[121],{"categories":2049},[118],{"categories":2051},[145],{"categories":2053},[248],{"categories":2055},[131],{"categories":2057},[131],{"categories":2059},[118],{"categories":2061},[118],{"categories":2063},[118,219],{"categories":2065},[118],{"categories":2067},[131],{"categories":2069},[167],{"categories":2071},[118],{"categories":2073},[167],{"categories":2075},[131],{"categories":2077},[219],{"categories":2079},[118],{"categories":2081},[],{"categories":2083},[145],{"categories":2085},[289],{"categories":2087},[219],{"categories":2089},[145],{"categories":2091},[118],{"categories":2093},[134],{"categories":2095},[118],{"categories":2097},[118],{"categories":2099},[131],{"categories":2101},[],{"categories":2103},[],{"categories":2105},[118],{"categories":2107},[],{"categories":2109},[],{"categories":2111},[134],{"categories":2113},[145],{"categories":2115},[118],{"categories":2117},[131],{"categories":2119},[131],{"categories":2121},[126],{"categories":2123},[131],{"categories":2125},[289],{"categories":2127},[118],{"categories":2129},[118],{"categories":2131},[118],{"categories":2133},[156],{"categories":2135},[118],{"categories":2137},[118],{"categories":2139},[118],{"categories":2141},[145],{"categories":2143},[131],{"categories":2145},[118],{"categories":2147},[118],{"categories":2149},[145],{"categories":2151},[405],{"categories":2153},[131],{"categories":2155},[889],{"categories":2157},[],{"categories":2159},[219],{"categories":2161},[1803],{"categories":2163},[145],{"categories":2165},[],{"categories":2167},[],{"categories":2169},[118],{"categories":2171},[131],{"categories":2173},[],{"categories":2175},[],{"categories":2177},[118],{"categories":2179},[248],{"categories":2181},[118],{"categories":2183},[248],{"categories":2185},[131],{"categories":2187},[118],{"categories":2189},[118],{"categories":2191},[145],{"categories":2193},[134],{"categories":2195},[],{"categories":2197},[118],{"categories":2199},[118],{"categories":2201},[145],{"categories":2203},[1740],{"categories":2205},[219],{"categories":2207},[219],{"categories":2209},[118],{"categories":2211},[131],{"categories":2213},[121],{"categories":2215},[118],{"categories":2217},[118],{"categories":2219},[118],{"categories":2221},[118],{"categories":2223},[219],{"categories":2225},[219],{"categories":2227},[131],{"categories":2229},[131],{"categories":2231},[131],{"categories":2233},[118],{"categories":2235},[118],{"categories":2237},[],{"categories":2239},[118],{"categories":2241},[],{"categories":2243},[2244],"Interaction & Product Design",{"categories":2246},[118],{"categories":2248},[131],{"categories":2250},[145],{"categories":2252},[318],{"categories":2254},[167],{"categories":2256},[145],{"categories":2258},[118],{"categories":2260},[118],{"categories":2262},[118],{"categories":2264},[145],{"categories":2266},[118],{"categories":2268},[121],{"categories":2270},[131],{"categories":2272},[118],{"categories":2274},[],{"categories":2276},[131],{"categories":2278},[131],{"categories":2280},[131],{"categories":2282},[],{"categories":2284},[145],{"categories":2286},[118],{"categories":2288},[131],{"categories":2290},[121],{"categories":2292},[2244],{"categories":2294},[118],{"categories":2296},[121],{"categories":2298},[121],{"categories":2300},[],{"categories":2302},[131],{"categories":2304},[145],{"categories":2306},[],{"categories":2308},[131],{"categories":2310},[167],{"categories":2312},[118],{"categories":2314},[131],{"categories":2316},[118],{"categories":2318},[131],{"categories":2320},[131],{"categories":2322},[118],{"categories":2324},[118],{"categories":2326},[167],{"categories":2328},[170],{"categories":2330},[118],{"categories":2332},[134],{"categories":2334},[145],{"categories":2336},[2337],"Coding Agents & Dev Productivity",{"categories":2339},[167],{"categories":2341},[219],{"categories":2343},[118],{"categories":2345},[118],{"categories":2347},[],{"categories":2349},[118],{"categories":2351},[889],{"categories":2353},[],{"categories":2355},[118],{"categories":2357},[118],{"categories":2359},[289],{"categories":2361},[118],{"categories":2363},[167],{"categories":2365},[],{"categories":2367},[],{"categories":2369},[118],{"categories":2371},[],{"categories":2373},[131],{"categories":2375},[118],{"categories":2377},[],{"categories":2379},[145],{"categories":2381},[145],{"categories":2383},[118],{"categories":2385},[170],{"categories":2387},[],{"categories":2389},[118],{"categories":2391},[118],{"categories":2393},[118],{"categories":2395},[170],{"categories":2397},[145],{"categories":2399},[131],{"categories":2401},[],{"categories":2403},[],{"categories":2405},[118],{"categories":2407},[118],{"categories":2409},[131],{"categories":2411},[131],{"categories":2413},[73],{"categories":2415},[145],{"categories":2417},[145],{"categories":2419},[131],{"categories":2421},[167],{"categories":2423},[167],{"categories":2425},[131],{"categories":2427},[131],{"categories":2429},[118],{"categories":2431},[121],{"categories":2433},[2244],{"categories":2435},[134],{"categories":2437},[118,289],{"categories":2439},[170],{"categories":2441},[],{"categories":2443},[219],{"categories":2445},[131],{"categories":2447},[145],{"categories":2449},[121],{"categories":2451},[118],{"categories":2453},[131],{"categories":2455},[2456],"The Designer's Role & Craft",{"categories":2458},[219],{"categories":2460},[],{"categories":2462},[131],{"categories":2464},[118],{"categories":2466},[131],{"categories":2468},[131],{"categories":2470},[118],{"categories":2472},[248],{"categories":2474},[118],{"categories":2476},[145],{"categories":2478},[118],{"categories":2480},[219],{"categories":2482},[118],{"categories":2484},[],{"categories":2486},[131],{"categories":2488},[219],{"categories":2490},[134],{"categories":2492},[118],{"categories":2494},[118],{"categories":2496},[118],{"categories":2498},[2499],"AI UX Patterns",{"categories":2501},[131],{"categories":2503},[131],{"categories":2505},[131],{"categories":2507},[131],{"categories":2509},[248],{"categories":2511},[170],{"categories":2513},[118],{"categories":2515},[131],{"categories":2517},[118],{"categories":2519},[1241],{"categories":2521},[],{"categories":2523},[248],{"categories":2525},[131],{"categories":2527},[167],{"categories":2529},[145],{"categories":2531},[118],{"categories":2533},[131],{"categories":2535},[],{"categories":2537},[],{"categories":2539},[118],{"categories":2541},[118],{"categories":2543},[131],{"categories":2545},[118],{"categories":2547},[131],{"categories":2549},[73],{"categories":2551},[219],{"categories":2553},[118],{"categories":2555},[167],{"categories":2557},[145],{"categories":2559},[118],{"categories":2561},[131],{"categories":2563},[131],{"categories":2565},[],{"categories":2567},[118],{"categories":2569},[],{"categories":2571},[118],{"categories":2573},[],{"categories":2575},[118],{"categories":2577},[118],{"categories":2579},[118],{"categories":2581},[131],{"categories":2583},[145],{"categories":2585},[],{"categories":2587},[],{"categories":2589},[170],{"categories":2591},[156],{"categories":2593},[118],{"categories":2595},[118],{"categories":2597},[118],{"categories":2599},[170],{"categories":2601},[118],{"categories":2603},[118],{"categories":2605},[167],{"categories":2607},[118],{"categories":2609},[118],{"categories":2611},[118],{"categories":2613},[131],{"categories":2615},[118],{"categories":2617},[131],{"categories":2619},[118],{"categories":2621},[118],{"categories":2623},[118],{"categories":2625},[131],{"categories":2627},[],{"categories":2629},[118],{"categories":2631},[],{"categories":2633},[118],{"categories":2635},[118],{"categories":2637},[289],{"categories":2639},[118],{"categories":2641},[],{"categories":2643},[],{"categories":2645},[219],{"categories":2647},[916],{"categories":2649},[131],{"categories":2651},[121],{"categories":2653},[2456],{"categories":2655},[],{"categories":2657},[],{"categories":2659},[118],{"categories":2661},[],{"categories":2663},[],{"categories":2665},[145],{"categories":2667},[167],{"categories":2669},[248],{"categories":2671},[131],{"categories":2673},[126],{"categories":2675},[118],{"categories":2677},[118],{"categories":2679},[126],{"categories":2681},[],{"categories":2683},[219],{"categories":2685},[134],{"categories":2687},[118],{"categories":2689},[118],{"categories":2691},[131],{"categories":2693},[126],{"categories":2695},[118],{"categories":2697},[118],{"categories":2699},[121],{"categories":2701},[118],{"categories":2703},[118],{"categories":2705},[],{"categories":2707},[121],{"categories":2709},[118],{"categories":2711},[248],{"categories":2713},[131],{"categories":2715},[167],{"categories":2717},[118],{"categories":2719},[145],{"categories":2721},[118],{"categories":2723},[118],{"categories":2725},[126],{"categories":2727},[118],{"categories":2729},[118],{"categories":2731},[118],{"categories":2733},[131],{"categories":2735},[118],{"categories":2737},[],{"categories":2739},[118],{"categories":2741},[145],{"categories":2743},[121],{"categories":2745},[118],{"categories":2747},[118],{"categories":2749},[118],{"categories":2751},[],{"categories":2753},[118],{"categories":2755},[461],{"categories":2757},[131],{"categories":2759},[126],{"categories":2761},[167],{"categories":2763},[118],{"categories":2765},[118],{"categories":2767},[],{"categories":2769},[126],{"categories":2771},[126],{"categories":2773},[118],{"categories":2775},[118],{"categories":2777},[134],{"categories":2779},[118],{"categories":2781},[118],{"categories":2783},[118],{"categories":2785},[118],{"categories":2787},[145],{"categories":2789},[145],{"categories":2791},[118],{"categories":2793},[],{"categories":2795},[145],{"categories":2797},[118],{"categories":2799},[145],{"categories":2801},[131],{"categories":2803},[566],{"categories":2805},[],{"categories":2807},[],{"categories":2809},[118],{"categories":2811},[167],{"categories":2813},[],{"categories":2815},[289],{"categories":2817},[118],{"categories":2819},[118],{"categories":2821},[118],{"categories":2823},[219],{"categories":2825},[878],{"categories":2827},[],{"categories":2829},[118],{"categories":2831},[118],{"categories":2833},[118],{"categories":2835},[145],{"categories":2837},[118],{"categories":2839},[118],{"categories":2841},[118,289],{"categories":2843},[118],{"categories":2845},[118],{"categories":2847},[219],{"categories":2849},[131],{"categories":2851},[],{"categories":2853},[131],{"categories":2855},[131],{"categories":2857},[118],{"categories":2859},[118],{"categories":2861},[118],{"categories":2863},[118],{"categories":2865},[170],{"categories":2867},[118],{"categories":2869},[2499],{"categories":2871},[121],{"categories":2873},[170],{"categories":2875},[121],{"categories":2877},[145],{"categories":2879},[219],{"categories":2881},[131],{"categories":2883},[118],{"categories":2885},[],{"categories":2887},[126],{"categories":2889},[118],{"categories":2891},[118],{"categories":2893},[167],{"categories":2895},[118],{"categories":2897},[118],{"categories":2899},[118],{"categories":2901},[131],{"categories":2903},[118],{"categories":2905},[118],{"categories":2907},[118],{"categories":2909},[126],{"categories":2911},[],{"categories":2913},[289],{"categories":2915},[118],{"categories":2917},[73],{"categories":2919},[219],{"categories":2921},[219],{"categories":2923},[145],{"categories":2925},[131],{"categories":2927},[118],{"categories":2929},[126],{"categories":2931},[167],{"categories":2933},[118],{"categories":2935},[118],{"categories":2937},[118],{"categories":2939},[219],{"categories":2941},[131],{"categories":2943},[131],{"categories":2945},[118],{"categories":2947},[118],{"categories":2949},[520],{"categories":2951},[131],{"categories":2953},[],{"categories":2955},[118],{"categories":2957},[118],{"categories":2959},[118],{"categories":2961},[],{"categories":2963},[],{"categories":2965},[118],{"categories":2967},[118],{"categories":2969},[131],{"categories":2971},[118],{"categories":2973},[118],{"categories":2975},[118],{"categories":2977},[145],{"categories":2979},[118],{"categories":2981},[118],{"categories":2983},[131],{"categories":2985},[118],{"categories":2987},[118],{"categories":2989},[118],{"categories":2991},[118],{"categories":2993},[118],{"categories":2995},[],{"categories":2997},[145],{"categories":2999},[170],{"categories":3001},[118],{"categories":3003},[131],{"categories":3005},[131],{"categories":3007},[118],{"categories":3009},[118],{"categories":3011},[],{"categories":3013},[],{"categories":3015},[118],{"categories":3017},[118],{"categories":3019},[118],{"categories":3021},[167],{"categories":3023},[170],{"categories":3025},[],{"categories":3027},[118],{"categories":3029},[219],{"categories":3031},[118],{"categories":3033},[289],{"categories":3035},[1803],{"categories":3037},[167],{"categories":3039},[145],{"categories":3041},[118],{"categories":3043},[145],{"categories":3045},[145],{"categories":3047},[118],{"categories":3049},[118],{"categories":3051},[145],{"categories":3053},[167],{"categories":3055},[167],{"categories":3057},[289],{"categories":3059},[131],{"categories":3061},[],{"categories":3063},[167],{"categories":3065},[118],{"categories":3067},[131],{"categories":3069},[121],{"categories":3071},[145],{"categories":3073},[118],{"categories":3075},[167],{"categories":3077},[],{"categories":3079},[118],{"categories":3081},[145],{"categories":3083},[145],{"categories":3085},[170],{"categories":3087},[118],{"categories":3089},[167],{"categories":3091},[118],{"categories":3093},[145],{"categories":3095},[131],{"categories":3097},[131],{"categories":3099},[167],{"categories":3101},[131],{"categories":3103},[289],{"categories":3105},[131],{"categories":3107},[118],{"categories":3109},[118],{"categories":3111},[118],{"categories":3113},[118],{"categories":3115},[145],{"categories":3117},[118],{"categories":3119},[],{"categories":3121},[131],{"categories":3123},[126],{"categories":3125},[145],{"categories":3127},[],{"categories":3129},[],{"categories":3131},[118],{"categories":3133},[131],{"categories":3135},[118],{"categories":3137},[118],{"categories":3139},[3140],"Frameworks & Tooling",{"categories":3142},[118],{"categories":3144},[118],{"categories":3146},[145],{"categories":3148},[118],{"categories":3150},[118],{"categories":3152},[],{"categories":3154},[170],{"categories":3156},[170],{"categories":3158},[121],{"categories":3160},[118],{"categories":3162},[131],{"categories":3164},[118],{"categories":3166},[219],{"categories":3168},[],{"categories":3170},[1803],{"categories":3172},[118],{"categories":3174},[145],{"categories":3176},[118],{"categories":3178},[289],{"categories":3180},[289],{"categories":3182},[],{"categories":3184},[131],{"categories":3186},[131],{"categories":3188},[118],{"categories":3190},[118],{"categories":3192},[167],{"categories":3194},[131],{"categories":3196},[167],{"categories":3198},[118],{"categories":3200},[131],{"categories":3202},[],{"categories":3204},[219],{"categories":3206},[118],{"categories":3208},[118],{"categories":3210},[],{"categories":3212},[118],{"categories":3214},[131],{"categories":3216},[118],{"categories":3218},[118],{"categories":3220},[118],{"categories":3222},[],{"categories":3224},[145],{"categories":3226},[118],{"categories":3228},[145],{"categories":3230},[289],{"categories":3232},[118],{"categories":3234},[118],{"categories":3236},[118],{"categories":3238},[145],{"categories":3240},[126],{"categories":3242},[118],{"categories":3244},[1803],{"categories":3246},[],{"categories":3248},[131],{"categories":3250},[121],{"categories":3252},[118],{"categories":3254},[121],{"categories":3256},[118],{"categories":3258},[],{"categories":3260},[131],{"categories":3262},[118],{"categories":3264},[118],{"categories":3266},[3267],"AI Design Tooling",{"categories":3269},[219],{"categories":3271},[118],{"categories":3273},[118],{"categories":3275},[145],{"categories":3277},[219],{"categories":3279},[118],{"categories":3281},[118],{"categories":3283},[145],{"categories":3285},[167],{"categories":3287},[134],{"categories":3289},[145],{"categories":3291},[118],{"categories":3293},[118],{"categories":3295},[118],{"categories":3297},[131],{"categories":3299},[118],{"categories":3301},[],{"categories":3303},[131],{"categories":3305},[118],{"categories":3307},[118],{"categories":3309},[131],{"categories":3311},[118],{"categories":3313},[118],{"categories":3315},[118],{"categories":3317},[131],{"categories":3319},[],{"categories":3321},[131],{"categories":3323},[3140],{"categories":3325},[118],{"categories":3327},[118],{"categories":3329},[131],{"categories":3331},[131],{"categories":3333},[145],{"categories":3335},[145],{"categories":3337},[118],{"categories":3339},[],{"categories":3341},[145],{"categories":3343},[118],{"categories":3345},[118],{"categories":3347},[131],{"categories":3349},[126],{"categories":3351},[118],{"categories":3353},[],{"categories":3355},[118],{"categories":3357},[118],{"categories":3359},[2244],{"categories":3361},[],{"categories":3363},[118],{"categories":3365},[118],{"categories":3367},[118],{"categories":3369},[118],{"categories":3371},[219],{"categories":3373},[118],{"categories":3375},[],{"categories":3377},[118],{"categories":3379},[118],{"categories":3381},[118],{"categories":3383},[118],{"categories":3385},[248],{"categories":3387},[167],{"categories":3389},[118],{"categories":3391},[118],{"categories":3393},[1803],{"categories":3395},[121],{"categories":3397},[118],{"categories":3399},[118],{"categories":3401},[170],{"categories":3403},[118],{"categories":3405},[118],{"categories":3407},[167],{"categories":3409},[131],{"categories":3411},[],{"categories":3413},[118],{"categories":3415},[118],{"categories":3417},[219],{"categories":3419},[118],{"categories":3421},[248],{"categories":3423},[131],{"categories":3425},[118],{"categories":3427},[131],{"categories":3429},[],{"categories":3431},[],{"categories":3433},[],{"categories":3435},[121],{"categories":3437},[167],{"categories":3439},[131],{"categories":3441},[118],{"categories":3443},[118],{"categories":3445},[118],{"categories":3447},[118],{"categories":3449},[405],{"categories":3451},[219],{"categories":3453},[131],{"categories":3455},[118],{"categories":3457},[],{"categories":3459},[131],{"categories":3461},[131],{"categories":3463},[],{"categories":3465},[118],{"categories":3467},[131],{"categories":3469},[118],{"categories":3471},[],{"categories":3473},[118],{"categories":3475},[118],{"categories":3477},[118],{"categories":3479},[167],{"categories":3481},[219],{"categories":3483},[131],{"categories":3485},[219],{"categories":3487},[131],{"categories":3489},[118],{"categories":3491},[126],{"categories":3493},[],{"categories":3495},[],{"categories":3497},[118],{"categories":3499},[118],{"categories":3501},[118],{"categories":3503},[121],{"categories":3505},[131],{"categories":3507},[167],{"categories":3509},[],{"categories":3511},[219],{"categories":3513},[],{"categories":3515},[145],{"categories":3517},[118],{"categories":3519},[145],{"categories":3521},[219],{"categories":3523},[145],{"categories":3525},[118],{"categories":3527},[],{"categories":3529},[118],{"categories":3531},[118],{"categories":3533},[],{"categories":3535},[118],{"categories":3537},[118],{"categories":3539},[248],{"categories":3541},[118],{"categories":3543},[118],{"categories":3545},[289],{"categories":3547},[145],{"categories":3549},[118],{"categories":3551},[],{"categories":3553},[131],{"categories":3555},[118],{"categories":3557},[121],{"categories":3559},[520],{"categories":3561},[118],{"categories":3563},[118],{"categories":3565},[131],{"categories":3567},[118],{"categories":3569},[131],{"categories":3571},[118],{"categories":3573},[118],{"categories":3575},[118],{"categories":3577},[118],{"categories":3579},[],{"categories":3581},[118],{"categories":3583},[121],{"categories":3585},[118],{"categories":3587},[126],{"categories":3589},[145],{"categories":3591},[219],{"categories":3593},[],{"categories":3595},[118],{"categories":3597},[],{"categories":3599},[131],{"categories":3601},[118],{"categories":3603},[],{"categories":3605},[131],{"categories":3607},[118],{"categories":3609},[145],{"categories":3611},[219],{"categories":3613},[167],{"categories":3615},[118],{"categories":3617},[167],{"categories":3619},[131],{"categories":3621},[219],{"categories":3623},[118],{"categories":3625},[],{"categories":3627},[118],{"categories":3629},[156],{"categories":3631},[131],{"categories":3633},[118],{"categories":3635},[219],{"categories":3637},[167],{"categories":3639},[126],{"categories":3641},[145],{"categories":3643},[118],{"categories":3645},[118],{"categories":3647},[118],{"categories":3649},[118],{"categories":3651},[167],{"categories":3653},[248],{"categories":3655},[],{"categories":3657},[],{"categories":3659},[170],{"categories":3661},[461],{"categories":3663},[118],{"categories":3665},[131],{"categories":3667},[118,145],{"categories":3669},[167],{"categories":3671},[118],{"categories":3673},[118],{"categories":3675},[118],{"categories":3677},[118],{"categories":3679},[118],{"categories":3681},[118],{"categories":3683},[118],{"categories":3685},[131],{"categories":3687},[118],{"categories":3689},[131],{"categories":3691},[118],{"categories":3693},[118],{"categories":3695},[118],{"categories":3697},[],{"categories":3699},[118],{"categories":3701},[1241],{"categories":3703},[145],{"categories":3705},[219],{"categories":3707},[118],{"categories":3709},[118],{"categories":3711},[118],{"categories":3713},[170],{"categories":3715},[131],{"categories":3717},[248],{"categories":3719},[289],{"categories":3721},[],{"categories":3723},[145],{"categories":3725},[118],{"categories":3727},[126],{"categories":3729},[131],{"categories":3731},[121],{"categories":3733},[131],{"categories":3735},[118],{"categories":3737},[131],{"categories":3739},[131],{"categories":3741},[134],{"categories":3743},[145],{"categories":3745},[118],{"categories":3747},[118],{"categories":3749},[],{"categories":3751},[],{"categories":3753},[],{"categories":3755},[289],{"categories":3757},[118],{"categories":3759},[167],{"categories":3761},[118],{"categories":3763},[118],{"categories":3765},[118],{"categories":3767},[118],{"categories":3769},[],{"categories":3771},[118],{"categories":3773},[170],{"categories":3775},[126],{"categories":3777},[131],{"categories":3779},[118],{"categories":3781},[],{"categories":3783},[118],{"categories":3785},[131],{"categories":3787},[118],{"categories":3789},[289],{"categories":3791},[],{"categories":3793},[219],{"categories":3795},[219],{"categories":3797},[118],{"categories":3799},[131],{"categories":3801},[],{"categories":3803},[145],{"categories":3805},[118],{"categories":3807},[219],{"categories":3809},[118],{"categories":3811},[126],{"categories":3813},[131],{"categories":3815},[118],{"categories":3817},[],{"categories":3819},[167],{"categories":3821},[118],{"categories":3823},[118],{"categories":3825},[118],{"categories":3827},[219],{"categories":3829},[131],{"categories":3831},[167],{"categories":3833},[],{"categories":3835},[131],{"categories":3837},[126],{"categories":3839},[131],{"categories":3841},[219],{"categories":3843},[118],{"categories":3845},[118],{"categories":3847},[118],{"categories":3849},[461],{"categories":3851},[118],{"categories":3853},[131],{"categories":3855},[],{"categories":3857},[118],{"categories":3859},[118],{"categories":3861},[289],{"categories":3863},[167],{"categories":3865},[170],{"categories":3867},[566],{"categories":3869},[170],{"categories":3871},[170],{"categories":3873},[118],{"categories":3875},[],{"categories":3877},[],{"categories":3879},[],{"categories":3881},[131],{"categories":3883},[118],{"categories":3885},[131],{"categories":3887},[131],{"categories":3889},[145],{"categories":3891},[118],{"categories":3893},[438],{"categories":3895},[145],{"categories":3897},[131],{"categories":3899},[118],{"categories":3901},[118],{"categories":3903},[118],{"categories":3905},[118],{"categories":3907},[118],{"categories":3909},[131],{"categories":3911},[118],{"categories":3913},[],{"categories":3915},[],{"categories":3917},[118],{"categories":3919},[],{"categories":3921},[118],{"categories":3923},[131],{"categories":3925},[219],{"categories":3927},[118],{"categories":3929},[118],{"categories":3931},[],{"categories":3933},[131],{"categories":3935},[118],{"categories":3937},[118],{"categories":3939},[134],{"categories":3941},[118],{"categories":3943},[219],{"categories":3945},[118],{"categories":3947},[131],{"categories":3949},[126],{"categories":3951},[118],{"categories":3953},[118],{"categories":3955},[248],{"categories":3957},[131],{"categories":3959},[118],{"categories":3961},[118],{"categories":3963},[878],{"categories":3965},[118],{"categories":3967},[131],{"categories":3969},[118],{"categories":3971},[145],{"categories":3973},[118],{"categories":3975},[520],{"categories":3977},[219],{"categories":3979},[],{"categories":3981},[118],{"categories":3983},[118],{"categories":3985},[167],{"categories":3987},[461],{"categories":3989},[131],{"categories":3991},[118],{"categories":3993},[],{"categories":3995},[167],{"categories":3997},[73],{"categories":3999},[131],{"categories":4001},[131],{"categories":4003},[131],{"categories":4005},[118],{"categories":4007},[118],{"categories":4009},[131],{"categories":4011},[],{"categories":4013},[126],{"categories":4015},[118],{"categories":4017},[126],{"categories":4019},[131],{"categories":4021},[],{"categories":4023},[145],{"categories":4025},[118],{"categories":4027},[118],{"categories":4029},[121],{"categories":4031},[118],{"categories":4033},[167],{"categories":4035},[289],{"categories":4037},[156],{"categories":4039},[131],{"categories":4041},[131],{"categories":4043},[118],{"categories":4045},[118],{"categories":4047},[131],{"categories":4049},[118],{"categories":4051},[121],{"categories":4053},[],{"categories":4055},[131],{"categories":4057},[118],{"categories":4059},[118],{"categories":4061},[118],{"categories":4063},[131],{"categories":4065},[118],{"categories":4067},[],{"categories":4069},[118],{"categories":4071},[],{"categories":4073},[219],{"categories":4075},[131],{"categories":4077},[118,126],{"categories":4079},[131],{"categories":4081},[118],{"categories":4083},[],{"categories":4085},[121],{"categories":4087},[170],{"categories":4089},[126],{"categories":4091},[118],{"categories":4093},[145],{"categories":4095},[118],{"categories":4097},[118],{"categories":4099},[131],{"categories":4101},[118],{"categories":4103},[118],{"categories":4105},[118],{"categories":4107},[167],{"categories":4109},[1241],{"categories":4111},[131],{"categories":4113},[118],{"categories":4115},[],{"categories":4117},[],{"categories":4119},[118],{"categories":4121},[131],{"categories":4123},[118],{"categories":4125},[118],{"categories":4127},[289],{"categories":4129},[],{"categories":4131},[118],{"categories":4133},[131],{"categories":4135},[156],{"categories":4137},[131],{"categories":4139},[461],{"categories":4141},[],{"categories":4143},[405],{"categories":4145},[131],{"categories":4147},[118],{"categories":4149},[118],{"categories":4151},[248],{"categories":4153},[131],{"categories":4155},[118],{"categories":4157},[170],{"categories":4159},[134],{"categories":4161},[131],{"categories":4163},[118],{"categories":4165},[461],{"categories":4167},[118],{"categories":4169},[289],{"categories":4171},[126],{"categories":4173},[],{"categories":4175},[118],{"categories":4177},[118],{"categories":4179},[248],{"categories":4181},[219],{"categories":4183},[118],{"categories":4185},[118],{"categories":4187},[118],{"categories":4189},[],{"categories":4191},[248],{"categories":4193},[167],{"categories":4195},[118],{"categories":4197},[118],{"categories":4199},[118],{"categories":4201},[566],{"categories":4203},[121],{"categories":4205},[118],{"categories":4207},[134],{"categories":4209},[118],{"categories":4211},[],{"categories":4213},[],{"categories":4215},[219],{"categories":4217},[118],{"categories":4219},[170],{"categories":4221},[248],{"categories":4223},[131],{"categories":4225},[118],{"categories":4227},[118],{"categories":4229},[248],{"categories":4231},[167],{"categories":4233},[118],{"categories":4235},[],{"categories":4237},[118],{"categories":4239},[118],{"categories":4241},[],{"categories":4243},[118],{"categories":4245},[118],{"categories":4247},[591],{"categories":4249},[118],{"categories":4251},[118],{"categories":4253},[131],{"categories":4255},[145],{"categories":4257},[461],{"categories":4259},[118],{"categories":4261},[118],{"categories":4263},[118],{"categories":4265},[],{"categories":4267},[118,145],{"categories":4269},[167],{"categories":4271},[131],{"categories":4273},[145],{"categories":4275},[131],{"categories":4277},[916],{"categories":4279},[145],{"categories":4281},[145],{"categories":4283},[131],{"categories":4285},[118],{"categories":4287},[121],{"categories":4289},[],{"categories":4291},[],{"categories":4293},[131],{"categories":4295},[118],{"categories":4297},[145],{"categories":4299},[118],{"categories":4301},[121],{"categories":4303},[145],{"categories":4305},[145],{"categories":4307},[118],{"categories":4309},[248],{"categories":4311},[118],{"categories":4313},[145],{"categories":4315},[118],{"categories":4317},[],{"categories":4319},[118],{"categories":4321},[118],{"categories":4323},[219,118],{"categories":4325},[289],{"categories":4327},[121],{"categories":4329},[118],{"categories":4331},[],{"categories":4333},[118],{"categories":4335},[118],{"categories":4337},[126],{"categories":4339},[118],{"categories":4341},[126],{"categories":4343},[118],{"categories":4345},[118],{"categories":4347},[73],{"categories":4349},[118],{"categories":4351},[126],{"categories":4353},[145],{"categories":4355},[170],{"categories":4357},[131],{"categories":4359},[118],{"categories":4361},[145],{"categories":4363},[118],{"categories":4365},[118],{"categories":4367},[167],{"categories":4369},[248],{"categories":4371},[219],{"categories":4373},[118],{"categories":4375},[118],{"categories":4377},[118],{"categories":4379},[118],{"categories":4381},[121],{"categories":4383},[118],{"categories":4385},[131],{"categories":4387},[131],{"categories":4389},[145],{"categories":4391},[167],{"categories":4393},[145],{"categories":4395},[145],{"categories":4397},[118],{"categories":4399},[118],{"categories":4401},[],{"categories":4403},[],{"categories":4405},[170],{"categories":4407},[118],{"categories":4409},[145],{"categories":4411},[118],{"categories":4413},[219],{"categories":4415},[461],{"categories":4417},[405],{"categories":4419},[73],{"categories":4421},[118],{"categories":4423},[118],{"categories":4425},[118],{"categories":4427},[170],{"categories":4429},[118],{"categories":4431},[118],{"categories":4433},[118],{"categories":4435},[118],{"categories":4437},[118],{"categories":4439},[118],{"categories":4441},[118],{"categories":4443},[131],{"categories":4445},[121],{"categories":4447},[131],{"categories":4449},[118,126],{"categories":4451},[],{"categories":4453},[219],{"categories":4455},[],{"categories":4457},[134],{"categories":4459},[118],{"categories":4461},[167],{"categories":4463},[121],{"categories":4465},[118],{"categories":4467},[121],{"categories":4469},[131],{"categories":4471},[170],{"categories":4473},[131],{"categories":4475},[134],{"categories":4477},[131],{"categories":4479},[118],{"categories":4481},[118],{"categories":4483},[126],{"categories":4485},[131],{"categories":4487},[145],{"categories":4489},[248],{"categories":4491},[118],{"categories":4493},[118],{"categories":4495},[],{"categories":4497},[167],{"categories":4499},[118],{"categories":4501},[118],{"categories":4503},[118],{"categories":4505},[118],{"categories":4507},[118],{"categories":4509},[118],{"categories":4511},[145],{"categories":4513},[167],{"categories":4515},[145],{"categories":4517},[145],{"categories":4519},[118],{"categories":4521},[118],{"categories":4523},[118],{"categories":4525},[118],{"categories":4527},[405],{"categories":4529},[118],{"categories":4531},[131],{"categories":4533},[167],{"categories":4535},[118],{"categories":4537},[118],{"categories":4539},[118],{"categories":4541},[131],{"categories":4543},[118],{"categories":4545},[118],{"categories":4547},[118],{"categories":4549},[3140],{"categories":4551},[4552],"Clinical AI",{"categories":4554},[219],{"categories":4556},[118],{"categories":4558},[118],{"categories":4560},[118],{"categories":4562},[118],{"categories":4564},[289],{"categories":4566},[2499],{"categories":4568},[118],{"categories":4570},[134],{"categories":4572},[219],{"categories":4574},[118],{"categories":4576},[131],{"categories":4578},[118],{"categories":4580},[118],{"categories":4582},[167],{"categories":4584},[118],{"categories":4586},[131],{"categories":4588},[145],{"categories":4590},[248],{"categories":4592},[118],{"categories":4594},[118],{"categories":4596},[126],{"categories":4598},[118],{"categories":4600},[118],{"categories":4602},[520],{"categories":4604},[118],{"categories":4606},[],{"categories":4608},[131],{"categories":4610},[118],{"categories":4612},[145],{"categories":4614},[121],{"categories":4616},[118],{"categories":4618},[],{"categories":4620},[],{"categories":4622},[118],{"categories":4624},[],{"categories":4626},[126],{"categories":4628},[118],{"categories":4630},[118],{"categories":4632},[131],{"categories":4634},[118],{"categories":4636},[167],{"categories":4638},[167],{"categories":4640},[167],{"categories":4642},[167],{"categories":4644},[],{"categories":4646},[121],{"categories":4648},[131],{"categories":4650},[167],{"categories":4652},[118],{"categories":4654},[591],{"categories":4656},[134],{"categories":4658},[131],{"categories":4660},[118],{"categories":4662},[121],{"categories":4664},[118],{"categories":4666},[131],{"categories":4668},[118],{"categories":4670},[118],{"categories":4672},[118],{"categories":4674},[118,131],{"categories":4676},[131],{"categories":4678},[289],{"categories":4680},[167],{"categories":4682},[131],{"categories":4684},[167],{"categories":4686},[131],{"categories":4688},[118],{"categories":4690},[],{"categories":4692},[167],{"categories":4694},[248],{"categories":4696},[121],{"categories":4698},[118],{"categories":4700},[118],{"categories":4702},[],{"categories":4704},[145],{"categories":4706},[],{"categories":4708},[121],{"categories":4710},[131],{"categories":4712},[167],{"categories":4714},[118],{"categories":4716},[167],{"categories":4718},[121],{"categories":4720},[167],{"categories":4722},[167],{"categories":4724},[],{"categories":4726},[126],{"categories":4728},[131],{"categories":4730},[167],{"categories":4732},[167],{"categories":4734},[167],{"categories":4736},[167],{"categories":4738},[167],{"categories":4740},[167],{"categories":4742},[167],{"categories":4744},[167],{"categories":4746},[167],{"categories":4748},[167],{"categories":4750},[170],{"categories":4752},[121],{"categories":4754},[118],{"categories":4756},[118],{"categories":4758},[131],{"categories":4760},[131],{"categories":4762},[],{"categories":4764},[118],{"categories":4766},[118,121],{"categories":4768},[],{"categories":4770},[131],{"categories":4772},[118],{"categories":4774},[167],{"categories":4776},[131],{"categories":4778},[916],{"categories":4780},[118],{"categories":4782},[118],{"categories":4784},[118],{"categories":4786},[118],{"categories":4788},[118],{"categories":4790},[73],{"categories":4792},[118],{"categories":4794},[118],{"categories":4796},[131],{"categories":4798},[118],{"categories":4800},[118],{"categories":4802},[126],{"categories":4804},[134],{"categories":4806},[131],{"categories":4808},[131],{"categories":4810},[],{"categories":4812},[131],{"categories":4814},[219],{"categories":4816},[167],{"categories":4818},[118],{"categories":4820},[],{"categories":4822},[134],{"categories":4824},[],{"categories":4826},[145],{"categories":4828},[118],{"categories":4830},[131],{"categories":4832},[219],{"categories":4834},[118],{"categories":4836},[],{"categories":4838},[118],{"categories":4840},[118],{"categories":4842},[],{"categories":4844},[248],{"categories":4846},[118],{"categories":4848},[131],{"categories":4850},[],{"categories":4852},[],{"categories":4854},[167],{"categories":4856},[121],{"categories":4858},[118],{"categories":4860},[118],{"categories":4862},[126],{"categories":4864},[118],{"categories":4866},[118],{"categories":4868},[131],{"categories":4870},[118],{"categories":4872},[126],{"categories":4874},[126],{"categories":4876},[219],{"categories":4878},[],{"categories":4880},[118],{"categories":4882},[167],{"categories":4884},[],{"categories":4886},[118],{"categories":4888},[118],{"categories":4890},[219],{"categories":4892},[118],{"categories":4894},[118],{"categories":4896},[248],{"categories":4898},[118],{"categories":4900},[289],{"categories":4902},[],{"categories":4904},[131],{"categories":4906},[118],{"categories":4908},[248],{"categories":4910},[145],{"categories":4912},[],{"categories":4914},[118],{"categories":4916},[],{"categories":4918},[131],{"categories":4920},[219],{"categories":4922},[145],{"categories":4924},[],{"categories":4926},[3140],{"categories":4928},[126],{"categories":4930},[121],{"categories":4932},[118],{"categories":4934},[170],{"categories":4936},[131],{"categories":4938},[219],{"categories":4940},[118],{"categories":4942},[145],{"categories":4944},[],{"categories":4946},[],{"categories":4948},[118],{"categories":4950},[121],{"categories":4952},[118],{"categories":4954},[248],{"categories":4956},[],{"categories":4958},[131],{"categories":4960},[131],{"categories":4962},[118],{"categories":4964},[131],{"categories":4966},[118],{"categories":4968},[167],{"categories":4970},[145],{"categories":4972},[118],{"categories":4974},[131],{"categories":4976},[134],{"categories":4978},[118],{"categories":4980},[118],{"categories":4982},[118],{"categories":4984},[131],{"categories":4986},[118],{"categories":4988},[134],{"categories":4990},[248],{"categories":4992},[167],{"categories":4994},[],{"categories":4996},[248],{"categories":4998},[118],{"categories":5000},[],{"categories":5002},[145],{"categories":5004},[131],{"categories":5006},[],{"categories":5008},[118],{"categories":5010},[118],{"categories":5012},[118],{"categories":5014},[118],{"categories":5016},[118],{"categories":5018},[131],{"categories":5020},[126],{"categories":5022},[121],{"categories":5024},[131],{"categories":5026},[118],{"categories":5028},[219],{"categories":5030},[145],{"categories":5032},[145],{"categories":5034},[118],{"categories":5036},[170],{"categories":5038},[131],{"categories":5040},[118],{"categories":5042},[118],{"categories":5044},[131],{"categories":5046},[118],{"categories":5048},[118],{"categories":5050},[131],{"categories":5052},[126],{"categories":5054},[118],{"categories":5056},[219],{"categories":5058},[145],{"categories":5060},[131],{"categories":5062},[118],{"categories":5064},[134],{"categories":5066},[118],{"categories":5068},[131],{"categories":5070},[118],{"categories":5072},[118],{"categories":5074},[167],{"categories":5076},[118],{"categories":5078},[],{"categories":5080},[121],{"categories":5082},[118],{"categories":5084},[118],{"categories":5086},[118],{"categories":5088},[145],{"categories":5090},[145],{"categories":5092},[118],{"categories":5094},[145],{"categories":5096},[118],{"categories":5098},[131],{"categories":5100},[118],{"categories":5102},[118],{"categories":5104},[118],{"categories":5106},[118],{"categories":5108},[118],{"categories":5110},[],{"categories":5112},[118],{"categories":5114},[219],{"categories":5116},[131],{"categories":5118},[126],{"categories":5120},[167],{"categories":5122},[118],{"categories":5124},[131],{"categories":5126},[118],{"categories":5128},[131],{"categories":5130},[118],{"categories":5132},[118],{"categories":5134},[219],{"categories":5136},[131],{"categories":5138},[118],{"categories":5140},[248],{"categories":5142},[118],{"categories":5144},[170],{"categories":5146},[118],{"categories":5148},[118],{"categories":5150},[167],{"categories":5152},[118],{"categories":5154},[118],{"categories":5156},[118],{"categories":5158},[118],{"categories":5160},[131],{"categories":5162},[289],{"categories":5164},[118],{"categories":5166},[145],{"categories":5168},[131],{"categories":5170},[170],{"categories":5172},[],{"categories":5174},[131],{"categories":5176},[145],{"categories":5178},[118],{"categories":5180},[118],{"categories":5182},[2337],{"categories":5184},[219],{"categories":5186},[318],{"categories":5188},[118],{"categories":5190},[118],{"categories":5192},[118],{"categories":5194},[118],{"categories":5196},[121],{"categories":5198},[118],{"categories":5200},[118],{"categories":5202},[145],{"categories":5204},[126],{"categories":5206},[118],{"categories":5208},[145],{"categories":5210},[118],{"categories":5212},[],{"categories":5214},[131],{"categories":5216},[131],{"categories":5218},[118],{"categories":5220},[118],{"categories":5222},[118],{"categories":5224},[170],{"categories":5226},[],{"categories":5228},[167],{"categories":5230},[],{"categories":5232},[167],{"categories":5234},[118],{"categories":5236},[118],{"categories":5238},[131],{"categories":5240},[118],{"categories":5242},[131],{"categories":5244},[131],{"categories":5246},[],{"categories":5248},[118],{"categories":5250},[167],{"categories":5252},[118],{"categories":5254},[],{"categories":5256},[118],{"categories":5258},[118],{"categories":5260},[],{"categories":5262},[118],{"categories":5264},[118],{"categories":5266},[219],{"categories":5268},[145],{"categories":5270},[131],{"categories":5272},[118],{"categories":5274},[118],{"categories":5276},[118],{"categories":5278},[118],{"categories":5280},[248],{"categories":5282},[118],{"categories":5284},[118],{"categories":5286},[118],{"categories":5288},[121],{"categories":5290},[118],{"categories":5292},[118],{"categories":5294},[],{"categories":5296},[118],{"categories":5298},[118],{"categories":5300},[118],{"categories":5302},[],{"categories":5304},[121],{"categories":5306},[118],{"categories":5308},[118],{"categories":5310},[167],{"categories":5312},[145],{"categories":5314},[134],{"categories":5316},[131],{"categories":5318},[461],{"categories":5320},[118],{"categories":5322},[118],{"categories":5324},[118],{"categories":5326},[145],{"categories":5328},[167],{"categories":5330},[219],{"categories":5332},[118],{"categories":5334},[118],{"categories":5336},[118],{"categories":5338},[118],{"categories":5340},[167],{"categories":5342},[118],{"categories":5344},[219],{"categories":5346},[118],{"categories":5348},[118],{"categories":5350},[167],{"categories":5352},[219],{"categories":5354},[118],{"categories":5356},[167],{"categories":5358},[118],{"categories":5360},[131],{"categories":5362},[131],{"categories":5364},[131],{"categories":5366},[145],{"categories":5368},[167],{"categories":5370},[131],{"categories":5372},[131],{"categories":5374},[118],{"categories":5376},[145],{"categories":5378},[219],{"categories":5380},[118],{"categories":5382},[118],{"categories":5384},[131],{"categories":5386},[118],{"categories":5388},[],{"categories":5390},[131],{"categories":5392},[],{"categories":5394},[118],{"categories":5396},[118],{"categories":5398},[],{"categories":5400},[],{"categories":5402},[131],{"categories":5404},[126],{"categories":5406},[131],{"categories":5408},[5409],"Liability & Ethics",{"categories":5411},[118],{"categories":5413},[118],{"categories":5415},[118],{"categories":5417},[131],{"categories":5419},[121],{"categories":5421},[131],{"categories":5423},[126],{"categories":5425},[248],{"categories":5427},[131],{"categories":5429},[118],{"categories":5431},[118],{"categories":5433},[],{"categories":5435},[566],{"categories":5437},[131],{"categories":5439},[],{"categories":5441},[118],{"categories":5443},[121],{"categories":5445},[131],{"categories":5447},[],{"categories":5449},[131],{"categories":5451},[118],{"categories":5453},[118],{"categories":5455},[145],{"categories":5457},[118],{"categories":5459},[167],{"categories":5461},[118],{"categories":5463},[118],{"categories":5465},[134],{"categories":5467},[131],{"categories":5469},[118],{"categories":5471},[118],{"categories":5473},[118],{"categories":5475},[167],{"categories":5477},[131],{"categories":5479},[145],{"categories":5481},[219],{"categories":5483},[121],{"categories":5485},[118],{"categories":5487},[118],{"categories":5489},[118],{"categories":5491},[],{"categories":5493},[131],{"categories":5495},[131],{"categories":5497},[131],{"categories":5499},[461],{"categories":5501},[219],{"categories":5503},[131],{"categories":5505},[289],{"categories":5507},[145],{"categories":5509},[167],{"categories":5511},[118],{"categories":5513},[219],{"categories":5515},[118],{"categories":5517},[121],{"categories":5519},[],{"categories":5521},[131],{"categories":5523},[118],{"categories":5525},[118],{"categories":5527},[118],{"categories":5529},[118],{"categories":5531},[131],{"categories":5533},[118],{"categories":5535},[118],{"categories":5537},[219],{"categories":5539},[],{"categories":5541},[131],{"categories":5543},[134],{"categories":5545},[167],{"categories":5547},[131],{"categories":5549},[126],{"categories":5551},[],{"categories":5553},[118],{"categories":5555},[118],{"categories":5557},[134],{"categories":5559},[118],{"categories":5561},[131],{"categories":5563},[167],{"categories":5565},[121],{"categories":5567},[289],{"categories":5569},[118],{"categories":5571},[118],{"categories":5573},[118],{"categories":5575},[167],{"categories":5577},[126],{"categories":5579},[118],{"categories":5581},[219],{"categories":5583},[167],{"categories":5585},[289],{"categories":5587},[118],{"categories":5589},[131],{"categories":5591},[],{"categories":5593},[520],{"categories":5595},[],{"categories":5597},[118],{"categories":5599},[289],{"categories":5601},[118],{"categories":5603},[170],{"categories":5605},[118],{"categories":5607},[131],{"categories":5609},[131],{"categories":5611},[5612],"Design News & Tools",{"categories":5614},[118],{"categories":5616},[118],{"categories":5618},[167],{"categories":5620},[118],{"categories":5622},[118],{"categories":5624},[121],{"categories":5626},[131],{"categories":5628},[118],{"categories":5630},[219],{"categories":5632},[131],{"categories":5634},[131],{"categories":5636},[219],{"categories":5638},[118],{"categories":5640},[118],{"categories":5642},[461],{"categories":5644},[131],{"categories":5646},[118],{"categories":5648},[118],{"categories":5650},[461],{"categories":5652},[118],{"categories":5654},[248],{"categories":5656},[118],{"categories":5658},[131],{"categories":5660},[],{"categories":5662},[118],{"categories":5664},[118],{"categories":5666},[118],{"categories":5668},[167],{"categories":5670},[118],{"categories":5672},[121],{"categories":5674},[],{"categories":5676},[118],{"categories":5678},[118],{"categories":5680},[118],{"categories":5682},[145],{"categories":5684},[591],{"categories":5686},[145],{"categories":5688},[219],{"categories":5690},[118],{"categories":5692},[118,131],{"categories":5694},[248,126],{"categories":5696},[145],{"categories":5698},[118],{"categories":5700},[118],{"categories":5702},[118],{"categories":5704},[118],{"categories":5706},[],{"categories":5708},[131],{"categories":5710},[118],{"categories":5712},[],{"categories":5714},[118],{"categories":5716},[145],{"categories":5718},[118],{"categories":5720},[145],{"categories":5722},[],{"categories":5724},[131],{"categories":5726},[118],{"categories":5728},[126],{"categories":5730},[118],{"categories":5732},[167],{"categories":5734},[118],{"categories":5736},[],{"categories":5738},[131],{"categories":5740},[118],{"categories":5742},[],{"categories":5744},[219],{"categories":5746},[118],{"categories":5748},[118],{"categories":5750},[131],{"categories":5752},[118],{"categories":5754},[118],{"categories":5756},[121],{"categories":5758},[131],{"categories":5760},[118],{"categories":5762},[],{"categories":5764},[118],{"categories":5766},[289],{"categories":5768},[248],{"categories":5770},[126],{"categories":5772},[126],{"categories":5774},[118],{"categories":5776},[121],{"categories":5778},[121],{"categories":5780},[118],{"categories":5782},[131],{"categories":5784},[118],{"categories":5786},[118],{"categories":5788},[118],{"categories":5790},[118],{"categories":5792},[145],{"categories":5794},[118],{"categories":5796},[121],{"categories":5798},[118],{"categories":5800},[118],{"categories":5802},[131],{"categories":5804},[118],{"categories":5806},[248],{"categories":5808},[118],{"categories":5810},[167],{"categories":5812},[118],{"categories":5814},[118],{"categories":5816},[131],{"categories":5818},[134],{"categories":5820},[118],{"categories":5822},[118],{"categories":5824},[131],{"categories":5826},[],{"categories":5828},[145],{"categories":5830},[],{"categories":5832},[145],{"categories":5834},[131],{"categories":5836},[121],{"categories":5838},[118],{"categories":5840},[],{"categories":5842},[170],{"categories":5844},[289],{"categories":5846},[118],{"categories":5848},[145],{"categories":5850},[118],{"categories":5852},[],{"categories":5854},[167],{"categories":5856},[131],{"categories":5858},[145],{"categories":5860},[219],{"categories":5862},[126],{"categories":5864},[118],{"categories":5866},[118],{"categories":5868},[131],{"categories":5870},[145],{"categories":5872},[131],{"categories":5874},[167],{"categories":5876},[118],{"categories":5878},[134],{"categories":5880},[121],{"categories":5882},[134],{"categories":5884},[167],{"categories":5886},[118],{"categories":5888},[145],{"categories":5890},[118],{"categories":5892},[219],{"categories":5894},[126],{"categories":5896},[118],{"categories":5898},[118],{"categories":5900},[118],{"categories":5902},[118],{"categories":5904},[118],{"categories":5906},[118],{"categories":5908},[131],{"categories":5910},[118],{"categories":5912},[131],{"categories":5914},[118],{"categories":5916},[118],{"categories":5918},[121],{"categories":5920},[118],{"categories":5922},[131],{"categories":5924},[131],{"categories":5926},[219],{"categories":5928},[131],{"categories":5930},[131],{"categories":5932},[118],{"categories":5934},[121],{"categories":5936},[131],{"categories":5938},[219],{"categories":5940},[],{"categories":5942},[118],{"categories":5944},[170],{"categories":5946},[461],{"categories":5948},[118],{"categories":5950},[131],{"categories":5952},[118],{"categories":5954},[118],{"categories":5956},[145],{"categories":5958},[118],{"categories":5960},[],{"categories":5962},[118],{"categories":5964},[131],{"categories":5966},[118],{"categories":5968},[248],{"categories":5970},[118],{"categories":5972},[145],{"categories":5974},[118],{"categories":5976},[167],{"categories":5978},[131],{"categories":5980},[118],{"categories":5982},[248],{"categories":5984},[131],{"categories":5986},[126],{"categories":5988},[126],{"categories":5990},[118],{"categories":5992},[118],{"categories":5994},[118],{"categories":5996},[118],{"categories":5998},[118],{"categories":6000},[118],{"categories":6002},[121],{"categories":6004},[],{"categories":6006},[118],{"categories":6008},[118],{"categories":6010},[131],{"categories":6012},[131],{"categories":6014},[118],{"categories":6016},[118],{"categories":6018},[118],{"categories":6020},[118],{"categories":6022},[118],{"categories":6024},[145],{"categories":6026},[],{"categories":6028},[121],{"categories":6030},[118],{"categories":6032},[118],{"categories":6034},[131],{"categories":6036},[131],{"categories":6038},[],{"categories":6040},[145],{"categories":6042},[145],{"categories":6044},[118],{"categories":6046},[248],{"categories":6048},[126],{"categories":6050},[219],{"categories":6052},[],{"categories":6054},[118],{"categories":6056},[131],{"categories":6058},[121],{"categories":6060},[118],{"categories":6062},[118],{"categories":6064},[145],{"categories":6066},[121],{"categories":6068},[118],{"categories":6070},[118],{"categories":6072},[167],{"categories":6074},[170],{"categories":6076},[118],{"categories":6078},[167],{"categories":6080},[131],{"categories":6082},[118],{"categories":6084},[],{"categories":6086},[167],{"categories":6088},[131],{"categories":6090},[219],{"categories":6092},[170],{"categories":6094},[118],{"categories":6096},[118],{"categories":6098},[],{"categories":6100},[131],{"categories":6102},[131],{"categories":6104},[131],{"categories":6106},[3140],{"categories":6108},[167],{"categories":6110},[118],{"categories":6112},[145],{"categories":6114},[118],{"categories":6116},[118],{"categories":6118},[118],{"categories":6120},[118],{"categories":6122},[118],{"categories":6124},[126],{"categories":6126},[118],{"categories":6128},[121],{"categories":6130},[1803],{"categories":6132},[289],{"categories":6134},[121],{"categories":6136},[],{"categories":6138},[118],{"categories":6140},[],{"categories":6142},[167],{"categories":6144},[131],{"categories":6146},[219],{"categories":6148},[118],{"categories":6150},[118],{"categories":6152},[118],{"categories":6154},[167],{"categories":6156},[],{"categories":6158},[131],{"categories":6160},[118],{"categories":6162},[131],{"categories":6164},[131],{"categories":6166},[],{"categories":6168},[118],{"categories":6170},[],{"categories":6172},[167],{"categories":6174},[121],{"categories":6176},[219],{"categories":6178},[118],{"categories":6180},[131],{"categories":6182},[167],{"categories":6184},[118],{"categories":6186},[167],{"categories":6188},[],{"categories":6190},[167],{"categories":6192},[118],{"categories":6194},[121],{"categories":6196},[461],{"categories":6198},[131],{"categories":6200},[118],{"categories":6202},[],{"categories":6204},[145],{"categories":6206},[131],{"categories":6208},[134],{"categories":6210},[131],{"categories":6212},[121],{"categories":6214},[118],{"categories":6216},[118],{"categories":6218},[],{"categories":6220},[],{"categories":6222},[],{"categories":6224},[219],{"categories":6226},[118],{"categories":6228},[131],{"categories":6230},[118],{"categories":6232},[118],{"categories":6234},[],{"categories":6236},[],{"categories":6238},[],{"categories":6240},[118],{"categories":6242},[131],{"categories":6244},[219],{"categories":6246},[118],{"categories":6248},[],{"categories":6250},[131],{"categories":6252},[118],{"categories":6254},[118],{"categories":6256},[121],{"categories":6258},[],{"categories":6260},[],{"categories":6262},[118],{"categories":6264},[118],{"categories":6266},[131],{"categories":6268},[219],{"categories":6270},[118],{"categories":6272},[167],{"categories":6274},[],{"categories":6276},[118],{"categories":6278},[118],{"categories":6280},[248],{"categories":6282},[167],{"categories":6284},[248],{"categories":6286},[170],{"categories":6288},[118],{"categories":6290},[118],{"categories":6292},[],{"categories":6294},[],{"categories":6296},[131],{"categories":6298},[],{"categories":6300},[118],{"categories":6302},[461],{"categories":6304},[118],{"categories":6306},[118],{"categories":6308},[118],{"categories":6310},[118],{"categories":6312},[],{"categories":6314},[131],{"categories":6316},[118],{"categories":6318},[118],{"categories":6320},[],{"categories":6322},[131],{"categories":6324},[118],{"categories":6326},[167],{"categories":6328},[118],{"categories":6330},[248],{"categories":6332},[126],{"categories":6334},[134],{"categories":6336},[118],{"categories":6338},[118],{"categories":6340},[131],{"categories":6342},[170],{"categories":6344},[131],{"categories":6346},[131],{"categories":6348},[],{"categories":6350},[118],{"categories":6352},[131],{"categories":6354},[],{"categories":6356},[118],{"categories":6358},[],{"categories":6360},[167],{"categories":6362},[126],{"categories":6364},[],{"categories":6366},[118],{"categories":6368},[118],{"categories":6370},[118],{"categories":6372},[],{"categories":6374},[131],{"categories":6376},[219],{"categories":6378},[121],{"categories":6380},[118],{"categories":6382},[],{"categories":6384},[126],{"categories":6386},[248],{"categories":6388},[118],{"categories":6390},[145],{"categories":6392},[121],{"categories":6394},[170],{"categories":6396},[126],{"categories":6398},[145],{"categories":6400},[131],{"categories":6402},[145],{"categories":6404},[],{"categories":6406},[118],{"categories":6408},[134],{"categories":6410},[118],{"categories":6412},[],{"categories":6414},[131],{"categories":6416},[121],{"categories":6418},[219],{"categories":6420},[118],{"categories":6422},[121],{"categories":6424},[131],{"categories":6426},[289],{"categories":6428},[118],{"categories":6430},[118],{"categories":6432},[118],{"categories":6434},[118],{"categories":6436},[118],{"categories":6438},[121],{"categories":6440},[118],{"categories":6442},[145],{"categories":6444},[170],{"categories":6446},[131],{"categories":6448},[],{"categories":6450},[118],{"categories":6452},[118],{"categories":6454},[118],{"categories":6456},[145],{"categories":6458},[131],{"categories":6460},[167],{"categories":6462},[145],{"categories":6464},[118],{"categories":6466},[134],{"categories":6468},[],{"categories":6470},[219],{"categories":6472},[145],{"categories":6474},[167],{"categories":6476},[118],{"categories":6478},[121],{"categories":6480},[131],{"categories":6482},[118],{"categories":6484},[118],{"categories":6486},[131],{"categories":6488},[134],{"categories":6490},[118],{"categories":6492},[131],{"categories":6494},[118],{"categories":6496},[126],{"categories":6498},[131],{"categories":6500},[131,289],{"categories":6502},[118],{"categories":6504},[118],{"categories":6506},[131],{"categories":6508},[145],{"categories":6510},[118],{"categories":6512},[118],{"categories":6514},[170],{"categories":6516},[131],{"categories":6518},[248],{"categories":6520},[131],{"categories":6522},[126],{"categories":6524},[],{"categories":6526},[131],{"categories":6528},[118],{"categories":6530},[126],{"categories":6532},[],{"categories":6534},[],{"categories":6536},[145],{"categories":6538},[118],{"categories":6540},[118],{"categories":6542},[131],{"categories":6544},[170],{"categories":6546},[248],{"categories":6548},[118],{"categories":6550},[118],{"categories":6552},[118],{"categories":6554},[131],{"categories":6556},[],{"categories":6558},[131],{"categories":6560},[167],{"categories":6562},[118],{"categories":6564},[131],{"categories":6566},[131],{"categories":6568},[118],{"categories":6570},[],{"categories":6572},[167],{"categories":6574},[145],{"categories":6576},[3140],{"categories":6578},[121],{"categories":6580},[145],{"categories":6582},[118],{"categories":6584},[131],{"categories":6586},[118],{"categories":6588},[118],{"categories":6590},[248],{"categories":6592},[145],{"categories":6594},[170],{"categories":6596},[],{"categories":6598},[167],{"categories":6600},[118],{"categories":6602},[118],{"categories":6604},[],{"categories":6606},[131],{"categories":6608},[118],{"categories":6610},[118],{"categories":6612},[118],{"categories":6614},[118],{"categories":6616},[131],{"categories":6618},[118],{"categories":6620},[118],{"categories":6622},[118],{"categories":6624},[134],{"categories":6626},[118],{"categories":6628},[131],{"categories":6630},[118],{"categories":6632},[118],{"categories":6634},[118],{"categories":6636},[118],{"categories":6638},[118],{"categories":6640},[118],{"categories":6642},[118],{"categories":6644},[126],{"categories":6646},[],{"categories":6648},[134],{"categories":6650},[167],{"categories":6652},[131],{"categories":6654},[118],{"categories":6656},[145],{"categories":6658},[],{"categories":6660},[145],{"categories":6662},[145],{"categories":6664},[131],{"categories":6666},[145],{"categories":6668},[118],{"categories":6670},[118],{"categories":6672},[118],{"categories":6674},[131],{"categories":6676},[145],{"categories":6678},[118],{"categories":6680},[118],{"categories":6682},[118],{"categories":6684},[131],{"categories":6686},[167],{"categories":6688},[118],{"categories":6690},[118],{"categories":6692},[118],{"categories":6694},[126],{"categories":6696},[118],{"categories":6698},[131],{"categories":6700},[219],{"categories":6702},[],{"categories":6704},[118],{"categories":6706},[170],{"categories":6708},[131],{"categories":6710},[118],{"categories":6712},[118],{"categories":6714},[],{"categories":6716},[118],{"categories":6718},[118],{"categories":6720},[167],{"categories":6722},[118],{"categories":6724},[118],{"categories":6726},[131],{"categories":6728},[248],{"categories":6730},[],{"categories":6732},[],{"categories":6734},[145],{"categories":6736},[118],{"categories":6738},[118],{"categories":6740},[167],{"categories":6742},[118],{"categories":6744},[145],{"categories":6746},[167],{"categories":6748},[118],{"categories":6750},[118],{"categories":6752},[248],{"categories":6754},[170],{"categories":6756},[118],{"categories":6758},[118],{"categories":6760},[121],{"categories":6762},[131],{"categories":6764},[118],{"categories":6766},[118],{"categories":6768},[131],{"categories":6770},[126],{"categories":6772},[131],{"categories":6774},[145],{"categories":6776},[118],{"categories":6778},[126],{"categories":6780},[],{"categories":6782},[118],{"categories":6784},[170],{"categories":6786},[118],{"categories":6788},[118],{"categories":6790},[],{"categories":6792},[167],{"categories":6794},[118],{"categories":6796},[131],{"categories":6798},[170],{"categories":6800},[118],{"categories":6802},[145],{"categories":6804},[145],{"categories":6806},[145],{"categories":6808},[118],{"categories":6810},[131],{"categories":6812},[131],{"categories":6814},[118],{"categories":6816},[131],{"categories":6818},[118],{"categories":6820},[118],{"categories":6822},[219],{"categories":6824},[170],{"categories":6826},[170],{"categories":6828},[],{"categories":6830},[167],{"categories":6832},[118],{"categories":6834},[118],{"categories":6836},[145],{"categories":6838},[],{"categories":6840},[167],{"categories":6842},[167],{"categories":6844},[167],{"categories":6846},[],{"categories":6848},[131],{"categories":6850},[118],{"categories":6852},[],{"categories":6854},[121],{"categories":6856},[126],{"categories":6858},[],{"categories":6860},[118],{"categories":6862},[118],{"categories":6864},[],{"categories":6866},[145],{"categories":6868},[],{"categories":6870},[],{"categories":6872},[],{"categories":6874},[],{"categories":6876},[118],{"categories":6878},[167],{"categories":6880},[],{"categories":6882},[],{"categories":6884},[118],{"categories":6886},[118],{"categories":6888},[118],{"categories":6890},[170],{"categories":6892},[118],{"categories":6894},[170],{"categories":6896},[],{"categories":6898},[170],{"categories":6900},[170],{"categories":6902},[289],{"categories":6904},[131],{"categories":6906},[145],{"categories":6908},[],{"categories":6910},[],{"categories":6912},[170],{"categories":6914},[145],{"categories":6916},[145],{"categories":6918},[145],{"categories":6920},[],{"categories":6922},[121],{"categories":6924},[145],{"categories":6926},[145],{"categories":6928},[121],{"categories":6930},[145],{"categories":6932},[126],{"categories":6934},[145],{"categories":6936},[145],{"categories":6938},[145],{"categories":6940},[170],{"categories":6942},[167],{"categories":6944},[167],{"categories":6946},[118],{"categories":6948},[145],{"categories":6950},[170],{"categories":6952},[289],{"categories":6954},[170],{"categories":6956},[170],{"categories":6958},[170],{"categories":6960},[],{"categories":6962},[126],{"categories":6964},[],{"categories":6966},[289],{"categories":6968},[145],{"categories":6970},[145],{"categories":6972},[145],{"categories":6974},[131],{"categories":6976},[167,126],{"categories":6978},[170],{"categories":6980},[],{"categories":6982},[],{"categories":6984},[170],{"categories":6986},[],{"categories":6988},[170],{"categories":6990},[167],{"categories":6992},[131],{"categories":6994},[],{"categories":6996},[145],{"categories":6998},[118],{"categories":7000},[219],{"categories":7002},[],{"categories":7004},[118],{"categories":7006},[],{"categories":7008},[167],{"categories":7010},[121],{"categories":7012},[170],{"categories":7014},[],{"categories":7016},[145],{"categories":7018},[167],[7020,7074,7133,7271],{"id":7021,"title":7022,"ai":7023,"body":7028,"categories":7048,"created_at":74,"date_modified":74,"description":66,"extension":75,"faq":74,"featured":76,"kicker_label":74,"meta":7049,"navigation":97,"path":7059,"published_at":7060,"question":74,"scraped_at":7061,"seo":7062,"sitemap":7063,"source_id":7064,"source_name":7065,"source_type":104,"source_url":7066,"stem":7067,"tags":7068,"thumbnail_url":74,"tldr":7071,"tweet":74,"unknown_tags":7072,"__hash__":7073},"summaries\u002Fsummaries\u002F0f27b713036c70ab-north-carolina-appoints-shannon-casucci-to-lead-it-summary.md","North Carolina Appoints Shannon Casucci to Lead IT Procurement",{"provider":7,"model":8,"input_tokens":7024,"output_tokens":7025,"processing_time_ms":7026,"cost_usd":7027},3728,412,2670,0.00155,{"type":14,"value":7029,"toc":7044},[7030,7034,7037,7041],[17,7031,7033],{"id":7032},"strategic-overhaul-of-state-it-procurement","Strategic Overhaul of State IT Procurement",[22,7035,7036],{},"North Carolina has appointed Shannon Casucci as the state’s chief procurement transformation officer, a move aimed at centralizing and modernizing the state's approach to IT acquisition. Casucci, who brings 17 years of experience from the federal General Services Administration (GSA), is tasked with streamlining how state agencies interact with vendors. The initiative is a collaborative effort between the North Carolina Department of Information Technology (NCDIT) and the state’s Department of Administration, with the primary goals of increasing transparency, enhancing customer service, and achieving cost savings for taxpayers.",[17,7038,7040],{"id":7039},"leveraging-federal-expertise-for-state-modernization","Leveraging Federal Expertise for State Modernization",[22,7042,7043],{},"Casucci’s background as the former acting deputy associate chief information officer and IT director at the GSA positions her to apply federal-level strategies—such as vendor optimization and IT investment planning—to the state level. State CIO Nate Denny emphasized that Casucci’s role is critical to the state’s broader digital modernization agenda. By focusing on the end-to-end lifecycle of technology delivery—from initial planning and purchasing to final implementation—the state aims to simplify government navigation for both internal agencies and the public. This appointment signals a shift toward a more professionalized, data-driven procurement model designed to support the state’s evolving technology infrastructure.",{"title":66,"searchDepth":67,"depth":67,"links":7045},[7046,7047],{"id":7032,"depth":67,"text":7033},{"id":7039,"depth":67,"text":7040},[73],{"content_references":7050,"triage":7056},[7051],{"type":7052,"title":7053,"url":7054,"context":7055},"other","Shannon Casucci LinkedIn Profile","https:\u002F\u002Fwww.linkedin.com\u002Fin\u002Fshannon-casucci-a05b89b\u002F","mentioned",{"relevance":93,"novelty":94,"quality":93,"actionability":94,"composite":7057,"reasoning":7058},3.6,"Category: GovTech & Public-Sector Adoption. The article discusses the appointment of a chief procurement transformation officer in North Carolina, which directly relates to public-sector adoption of technology and procurement practices. It highlights specific goals such as improving transparency and reducing costs, which are relevant to the audience's interests.","\u002Fsummaries\u002F0f27b713036c70ab-north-carolina-appoints-shannon-casucci-to-lead-it-summary","2026-06-24 17:34:33","2026-06-29 14:49:24",{"title":7022,"description":66},{"loc":7059},"0f27b713036c70ab","StateScoop","https:\u002F\u002Fstatescoop.com\u002Fnorth-carolina-shannon-casucci-procurement-transformation\u002F","summaries\u002F0f27b713036c70ab-north-carolina-appoints-shannon-casucci-to-lead-it-summary",[108,7069,7070],"procurement","state-local","North Carolina has hired former GSA official Shannon Casucci as its first chief procurement transformation officer to modernize state IT acquisition, improve transparency, and reduce costs.",[],"Sw9CEHGbx8VhrGU_vc8pfJJrFmVxXlTXNMp9lBTkqdE",{"id":7075,"title":7076,"ai":7077,"body":7082,"categories":7108,"created_at":74,"date_modified":74,"description":66,"extension":75,"faq":74,"featured":76,"kicker_label":74,"meta":7109,"navigation":97,"path":7119,"published_at":7120,"question":74,"scraped_at":7121,"seo":7122,"sitemap":7123,"source_id":7124,"source_name":7125,"source_type":104,"source_url":7126,"stem":7127,"tags":7128,"thumbnail_url":74,"tldr":7130,"tweet":74,"unknown_tags":7131,"__hash__":7132},"summaries\u002Fsummaries\u002Fa30cec82748d059e-nasa-awards-20b-sewp-vi-contract-amid-procurement-summary.md","NASA Awards $20B SEWP VI Contract Amid Procurement Consolidation",{"provider":7,"model":8,"input_tokens":7078,"output_tokens":7079,"processing_time_ms":7080,"cost_usd":7081},4247,703,3243,0.00211625,{"type":14,"value":7083,"toc":7104},[7084,7088,7091,7094,7098,7101],[17,7085,7087],{"id":7086},"sewp-vi-contract-structure-and-scope","SEWP VI Contract Structure and Scope",[22,7089,7090],{},"NASA has officially moved forward with the sixth generation of its Solutions for Enterprise-wide Procurement (SEWP VI) contract. The agency announced over 2,100 awardees across three distinct categories: IT solutions, enterprise-wide IT services, and mission-based IT services. These are indefinite-delivery, indefinite-quantity (IDIQ) contracts with a maximum ordering value of $20 billion. The 10-year ordering period officially begins on November 1, 2025, and concludes in October 2036.",[22,7092,7093],{},"This announcement follows a two-year solicitation process that faced significant legal hurdles. The Government Accountability Office (GAO) docket recorded at least 16 bid protests regarding the solicitation, with the final challenge being denied only one week prior to the award announcement. To ensure continuity, NASA extended the previous SEWP V contract through September to facilitate the transition.",[17,7095,7097],{"id":7096},"the-shift-toward-procurement-consolidation","The Shift Toward Procurement Consolidation",[22,7099,7100],{},"The launch of SEWP VI occurs against a backdrop of aggressive federal efforts to centralize IT acquisition. The current administration is actively working to consolidate government-wide acquisition contracts (GWACs) to reduce waste and increase efficiency, as outlined in recent executive orders.",[22,7102,7103],{},"This trend is already impacting other agencies: the National Institutes of Health (NIH) recently announced that its contracting arm, NITAAC, will sunset its own government-wide vehicles—including CIO-SP3—by the end of 2028, with functions migrating to the General Services Administration (GSA). While NASA has proceeded with its awards, the GSA has previously expressed interest in assuming control of the SEWP program. A GSA spokesperson confirmed that the agency is currently collaborating with the Office of Management and Budget (OMB) to transition various agency-operated GWACs into a centralized GSA framework, signaling that the long-term governance of SEWP VI may remain subject to further administrative shifts.",{"title":66,"searchDepth":67,"depth":67,"links":7105},[7106,7107],{"id":7086,"depth":67,"text":7087},{"id":7096,"depth":67,"text":7097},[73],{"content_references":7110,"triage":7117},[7111,7114],{"type":7052,"title":7112,"url":7113,"context":7055},"Solutions for Enterprise-wide Procurement (SEWP VI)","https:\u002F\u002Fwww.nasa.gov\u002Fnews-release\u002Fnasa-awards-solutions-for-federal-enterprise-procurement-contracts\u002F",{"type":7052,"title":7115,"url":7116,"context":85},"Executive Order: Eliminating Waste and Saving Taxpayer Dollars by Consolidating Procurement","https:\u002F\u002Fwww.federalregister.gov\u002Fdocuments\u002F2025\u002F03\u002F25\u002F2025-05197\u002Feliminating-waste-and-saving-taxpayer-dollars-by-consolidating-procurement",{"relevance":93,"novelty":94,"quality":93,"actionability":94,"composite":7057,"reasoning":7118},"Category: GovTech & Public-Sector Adoption. The article discusses NASA's SEWP VI contract, which is relevant to public-sector procurement and IT acquisition strategies. It provides insights into the ongoing consolidation of government IT procurement, which addresses a pain point for public-sector implementers regarding compliance and procurement processes.","\u002Fsummaries\u002Fa30cec82748d059e-nasa-awards-20b-sewp-vi-contract-amid-procurement-summary","2026-06-24 17:00:52","2026-06-29 14:49:22",{"title":7076,"description":66},{"loc":7119},"a30cec82748d059e","FedScoop","https:\u002F\u002Ffedscoop.com\u002Fnasa-announces-awards-sewp-vi\u002F","summaries\u002Fa30cec82748d059e-nasa-awards-20b-sewp-vi-contract-amid-procurement-summary",[108,7069,7129],"federal","NASA has finalized 2,100 awards for the SEWP VI IT acquisition vehicle, a $20 billion, 10-year contract, even as the administration pushes to consolidate government-wide IT procurement under the GSA.",[],"Mr8LMofwTt-A72O_lD8cPKeeAeVgvtFoxGV7PKllpGo",{"id":7134,"title":7135,"ai":7136,"body":7142,"categories":7240,"created_at":74,"date_modified":74,"description":66,"extension":75,"faq":74,"featured":76,"kicker_label":74,"meta":7241,"navigation":97,"path":7257,"published_at":7258,"question":74,"scraped_at":7259,"seo":7260,"sitemap":7261,"source_id":7262,"source_name":7263,"source_type":104,"source_url":7264,"stem":7265,"tags":7266,"thumbnail_url":74,"tldr":7268,"tweet":74,"unknown_tags":7269,"__hash__":7270},"summaries\u002Fsummaries\u002Fcbd84c97f065e33a-anthropic-leases-220k-spacex-gpus-to-boost-claude-summary.md","Anthropic Leases 220K SpaceX GPUs to Boost Claude Limits 10x",{"provider":7,"model":7137,"input_tokens":7138,"output_tokens":7139,"processing_time_ms":7140,"cost_usd":7141},"x-ai\u002Fgrok-4.1-fast",4190,2247,24757,0.001939,{"type":14,"value":7143,"toc":7235},[7144,7148,7151,7155,7158,7225,7228,7232],[17,7145,7147],{"id":7146},"compute-power-surge-enables-reliable-claude-scaling","Compute Power Surge Enables Reliable Claude Scaling",[22,7149,7150],{},"Anthropic's deal with SpaceX grants exclusive access to the Colossus-1 data center's full capacity: over 220,000 NVIDIA GPUs delivering more than 300 megawatts, coming online within a month. This addresses rate limiting bottlenecks for high-volume users building with Claude, ensuring production workloads like code generation and agentic apps run without interruptions. Builders gain doubled five-hour rate limits for Claude Code across Pro, Max, Team, and Enterprise plans, plus complete removal of peak-time throttling for Pro and Max—directly translating to faster iteration on AI features without artificial caps.",[17,7152,7154],{"id":7153},"tiered-api-limit-overhauls-for-opus-models","Tiered API Limit Overhauls for Opus Models",[22,7156,7157],{},"Claude Opus API tokens per minute jump dramatically across tiers, prioritizing high-throughput apps:",[7159,7160,7161,7177],"table",{},[7162,7163,7164],"thead",{},[7165,7166,7167,7171,7174],"tr",{},[7168,7169,7170],"th",{},"Tier",[7168,7172,7173],{},"Input Tokens\u002FMin (Old → New)",[7168,7175,7176],{},"Output Tokens\u002FMin (Old → New)",[7178,7179,7180,7192,7203,7214],"tbody",{},[7165,7181,7182,7186,7189],{},[7183,7184,7185],"td",{},"1",[7183,7187,7188],{},"30,000 → 500,000",[7183,7190,7191],{},"8,000 → 80,000",[7165,7193,7194,7197,7200],{},[7183,7195,7196],{},"2",[7183,7198,7199],{},"450,000 → 2,000,000",[7183,7201,7202],{},"90,000 → 200,000",[7165,7204,7205,7208,7211],{},[7183,7206,7207],{},"3",[7183,7209,7210],{},"800,000 → 5,000,000",[7183,7212,7213],{},"160,000 → 400,000",[7165,7215,7216,7219,7222],{},[7183,7217,7218],{},"4",[7183,7220,7221],{},"2,000,000 → 10,000,000",[7183,7223,7224],{},"400,000 → 800,000",[22,7226,7227],{},"Top-tier users now handle 5x more input volume, critical for RAG pipelines or long-context processing in production AI products. Trade-off: relies on centralized compute, exposing builders to provider-specific policies.",[17,7229,7231],{"id":7230},"multi-gw-partnerships-and-forward-commitments","Multi-GW Partnerships and Forward Commitments",[22,7233,7234],{},"This SpaceX tie-up complements Anthropic's portfolio: 5 GW from Amazon, 5 GW from Google\u002FBroadcom, $30B Azure capacity via Microsoft\u002FNVIDIA, and $50B Fluidstack investment. Company pledges to offset US consumer electricity hikes from its data centers, with plans to expand globally. Exploration of orbital AI compute hints at future low-latency, radiation-hardened options for edge AI. Politically, Anthropic limits partnerships to democratic nations with secure supply chains—yet proceeds with Elon Musk's SpaceX, highlighting tensions between scale needs and values.",{"title":66,"searchDepth":67,"depth":67,"links":7236},[7237,7238,7239],{"id":7146,"depth":67,"text":7147},{"id":7153,"depth":67,"text":7154},{"id":7230,"depth":67,"text":7231},[167],{"content_references":7242,"triage":7255},[7243,7246,7249,7252],{"type":7052,"title":7244,"url":7245,"context":85},"Higher limits with SpaceX","https:\u002F\u002Fwww.anthropic.com\u002Fnews\u002Fhigher-limits-spacex",{"type":7052,"title":7247,"url":7248,"context":7055},"Elon Musk's xAI massively expands the world's largest AI supercomputer","https:\u002F\u002Fthe-decoder.com\u002Felon-musks-xai-massively-expands-the-worlds-largest-ai-supercomputer\u002F",{"type":7052,"title":7250,"url":7251,"context":7055},"AI in space requires new cooling tech and cheap rockets","https:\u002F\u002Fthe-decoder.com\u002Fai-in-space-requires-new-cooling-tech-and-cheap-rockets\u002F",{"type":7052,"title":7253,"url":7254,"context":7055},"Views of Elon Musk","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FViews_of_Elon_Musk",{"relevance":93,"novelty":94,"quality":93,"actionability":94,"composite":7057,"reasoning":7256},"Category: AI & LLMs. The article discusses Anthropic's significant infrastructure upgrade that directly impacts builders using the Claude API, addressing a specific pain point of rate limiting for high-volume users. While it provides valuable insights into the scaling capabilities, it lacks detailed actionable steps for implementation.","\u002Fsummaries\u002Fcbd84c97f065e33a-anthropic-leases-220k-spacex-gpus-to-boost-claude-summary","2026-05-06 18:42:24","2026-05-07 11:24:04",{"title":7135,"description":66},{"loc":7257},"cbd84c97f065e33a","The Decoder","https:\u002F\u002Fthe-decoder.com\u002Fanthropic-taps-spacexs-colossus-1-data-center-for-220000-gpus-to-power-claude\u002F","summaries\u002Fcbd84c97f065e33a-anthropic-leases-220k-spacex-gpus-to-boost-claude-summary",[7267,110],"llm","Anthropic secures SpaceX's full Colossus-1 cluster (220,000+ NVIDIA GPUs, 300MW) online in a month, driving Claude API rate limits from 30K to 10M input tokens\u002Fmin for top tiers and eliminating peak throttling.",[],"f8smiS1JSFgc-eimqPOGg5T-8HLD4_2iehbfY-tPJ10",{"id":7272,"title":7273,"ai":7274,"body":7279,"categories":7325,"created_at":74,"date_modified":74,"description":66,"extension":75,"faq":74,"featured":76,"kicker_label":74,"meta":7326,"navigation":97,"path":7331,"published_at":7332,"question":74,"scraped_at":7333,"seo":7334,"sitemap":7335,"source_id":7336,"source_name":7337,"source_type":104,"source_url":7338,"stem":7339,"tags":7340,"thumbnail_url":74,"tldr":7342,"tweet":74,"unknown_tags":7343,"__hash__":7344},"summaries\u002Fsummaries\u002F73f55123201134f9-mount-s3-buckets-as-file-systems-with-aws-s3-files-summary.md","Mount S3 Buckets as File Systems with AWS S3 Files",{"provider":7,"model":7137,"input_tokens":7275,"output_tokens":7276,"processing_time_ms":7277,"cost_usd":7278},3939,1507,8922,0.00151865,{"type":14,"value":7280,"toc":7320},[7281,7285,7288,7296,7300,7303,7306,7310,7313],[17,7282,7284],{"id":7283},"s3-files-delivers-native-file-system-access-to-s3","S3 Files Delivers Native File System Access to S3",[22,7286,7287],{},"AWS S3 Files transforms object storage into a POSIX-compliant file system mountable on EC2 instances, containers, and Lambda functions. This eliminates custom hacks like FUSE wrappers or periodic sync scripts, providing low-latency read\u002Fwrite access indistinguishable from local disks for AI\u002FML, data engineering, and DevOps workloads. Under the hood, it leverages S3's metadata for directory structures and supports standard file operations without data migration—your existing buckets work immediately.",[22,7289,7290,7291,7295],{},"To implement, grant IAM roles with s3:PutObject, s3:GetObject, etc., permissions scoped to the bucket prefix, then mount via AWS CLI or SDK: ",[7292,7293,7294],"code",{},"aws s3files mount s3:\u002F\u002Fyour-bucket \u002Fmnt\u002Fpoint",". This cuts integration time from hours of scripting to minutes, enabling seamless data access in containerized ML training pipelines or serverless inference.",[17,7297,7299],{"id":7298},"realistic-use-cases-in-aiml-and-devops","Realistic Use Cases in AI\u002FML and DevOps",[22,7301,7302],{},"For AI\u002FML teams, mount training datasets directly into Jupyter on EC2 or SageMaker, avoiding costly EBS volumes or data downloads—process petabyte-scale S3 data at near-native speeds. DevOps benefits include containerized ETL jobs reading\u002Fwriting S3 as local files without volume mounts, and Lambda functions handling file I\u002FO for event-driven processing without temporary storage hacks.",[22,7304,7305],{},"Trade-offs: Strong consistency for small files (\u003C100MB), eventual consistency for large ones; throughput caps at S3's request rates (3,500 PUT\u002FGET per prefix\u002Fsec). Ideal for read-heavy ML feature stores or log processing, less so for high-write transactional DBs.",[17,7307,7309],{"id":7308},"avoid-common-pitfalls-security-cost-data-risks","Avoid Common Pitfalls: Security, Cost, Data Risks",[22,7311,7312],{},"Misconfigurations amplify S3's pitfalls: Broad IAM policies expose buckets publicly—use least-privilege with bucket policies denying public access and encrypting at-rest\u002Ftransit. Costs spike from unoptimized PUTs (e.g., frequent small writes); batch operations and use Intelligent-Tiering to mitigate, monitoring via CloudWatch for >$0.023\u002FGB PUT fees.",[22,7314,7315,7316,7319],{},"Data loss hits from concurrent writes without locks—implement app-level semaphores or use S3 atomic operations. Test mounts in staging: unmount with ",[7292,7317,7318],{},"aws s3files unmount \u002Fmnt\u002Fpoint"," to verify no corruption. Always enable versioning and MFA-delete on production buckets.",{"title":66,"searchDepth":67,"depth":67,"links":7321},[7322,7323,7324],{"id":7283,"depth":67,"text":7284},{"id":7298,"depth":67,"text":7299},{"id":7308,"depth":67,"text":7309},[289],{"content_references":7327,"triage":7328},[],{"relevance":92,"novelty":93,"quality":93,"actionability":93,"composite":7329,"reasoning":7330},4.35,"Category: DevOps & Cloud. The article provides a detailed explanation of how AWS S3 Files can be used to enhance AI\u002FML workflows by transforming S3 buckets into file systems, addressing a specific pain point for developers looking to streamline data access. It includes practical implementation steps and highlights potential pitfalls, making it actionable for the target audience.","\u002Fsummaries\u002F73f55123201134f9-mount-s3-buckets-as-file-systems-with-aws-s3-files-summary","2026-04-18 18:01:01","2026-04-19 01:22:18",{"title":7273,"description":66},{"loc":7331},"73f55123201134f9","Towards AI","https:\u002F\u002Fpub.towardsai.net\u002Faws-s3-files-explained-the-smarter-way-to-turn-s3-buckets-into-file-systems-3459560f7046?source=rss----98111c9905da---4","summaries\u002F73f55123201134f9-mount-s3-buckets-as-file-systems-with-aws-s3-files-summary",[7341,110],"devops","AWS S3 Files mounts buckets directly as file systems on EC2, containers, and Lambda—eliminating FUSE hacks and sync scripts for AI\u002FML workflows, but misconfigurations risk exposing, corrupting, or losing data.",[],"i9cGWnIzxtJTktm1csYQQ2MxZ9wdsHkt8i8DFEsZ0tQ"]