[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"summary-a1c9cfc40ad4b4fb-full-stack-dart-and-generative-ui-at-google-cloud-summary":3,"summaries-facets-categories":93,"summary-related-a1c9cfc40ad4b4fb-full-stack-dart-and-generative-ui-at-google-cloud-summary":6997},{"id":4,"title":5,"ai":6,"body":13,"categories":46,"created_at":48,"date_modified":48,"description":40,"extension":49,"faq":48,"featured":50,"kicker_label":48,"meta":51,"navigation":72,"path":73,"published_at":74,"question":48,"scraped_at":75,"seo":76,"sitemap":77,"source_id":78,"source_name":79,"source_type":80,"source_url":81,"stem":82,"tags":83,"thumbnail_url":88,"tldr":89,"tweet":90,"unknown_tags":91,"__hash__":92},"summaries\u002Fsummaries\u002Fa1c9cfc40ad4b4fb-full-stack-dart-and-generative-ui-at-google-cloud-summary.md","Full-Stack Dart and Generative UI at Google Cloud Next '26",{"provider":7,"model":8,"input_tokens":9,"output_tokens":10,"processing_time_ms":11,"cost_usd":12},"openrouter","google\u002Fgemini-3.1-flash-lite",6288,622,3363,0.002505,{"type":14,"value":15,"toc":39},"minimark",[16,21,25,29,32,36],[17,18,20],"h2",{"id":19},"full-stack-dart-and-server-side-integration","Full-Stack Dart and Server-Side Integration",[22,23,24],"p",{},"A major highlight from Google Cloud Next '26 is the official support for Dart in Cloud Functions for Firebase. This development enables a true full-stack experience for Flutter developers, allowing them to share code, models, and business logic between their frontend applications and backend server-side functions. This integration simplifies the development lifecycle by reducing context switching and maintaining type safety across the entire stack.",[17,26,28],{"id":27},"generative-ui-genui-in-production","Generative UI (GenUI) in Production",[22,30,31],{},"The conference emphasized the shift of Generative UI from experimental demos to production-ready applications. A standout example was the \"Gen Latte\" demo, which utilized Gemini and Nano Banana models to generate custom images based on user input, which were then printed onto lattes. Beyond the novelty, the team highlighted that developers are now successfully implementing GenUI patterns in production environments, moving beyond simple chat interfaces to dynamic, AI-driven interface generation.",[17,33,35],{"id":34},"scaling-cross-platform-architecture","Scaling Cross-Platform Architecture",[22,37,38],{},"The event featured case studies from large-scale enterprises like Toyota and Talabat, demonstrating how Flutter is used to maintain consistent user experiences across diverse device ecosystems. The core value proposition remains the ability to maintain a single codebase that adapts responsively to various form factors—including mobile, tablet, and desktop—without sacrificing platform-specific performance or design integrity. This cross-platform capability was further illustrated in the developer keynote, which showcased complex, multi-agent workflows designed to coordinate large-scale city events.",{"title":40,"searchDepth":41,"depth":41,"links":42},"",2,[43,44,45],{"id":19,"depth":41,"text":20},{"id":27,"depth":41,"text":28},{"id":34,"depth":41,"text":35},[47],"Software Engineering",null,"md",false,{"content_references":52,"triage":67},[53,57,59,61,63,65],{"type":54,"title":55,"context":56},"tool","Flutter","mentioned",{"type":54,"title":58,"context":56},"Firebase",{"type":54,"title":60,"context":56},"Gemini",{"type":54,"title":62,"context":56},"Nano Banana",{"type":54,"title":64,"context":56},"Cloud Functions",{"type":54,"title":66,"context":56},"Angular",{"relevance":68,"novelty":69,"quality":69,"actionability":69,"composite":70,"reasoning":71},5,4,4.35,"Category: Software Engineering. The article discusses the integration of Dart in Cloud Functions, which directly addresses the needs of developers looking to streamline their full-stack development process. It provides insights into practical applications of Generative UI in production, showcasing real-world use cases that can inspire actionable implementations.",true,"\u002Fsummaries\u002Fa1c9cfc40ad4b4fb-full-stack-dart-and-generative-ui-at-google-cloud-summary","2026-05-19 04:00:23","2026-05-19 07:00:14",{"title":5,"description":40},{"loc":73},"a1c9cfc40ad4b4fb","Google Cloud Tech","video","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=WTLohOW-cb4","summaries\u002Fa1c9cfc40ad4b4fb-full-stack-dart-and-generative-ui-at-google-cloud-summary",[84,85,86,87],"flutter","dart","cloud-functions","generative-ui","https:\u002F\u002Fi.ytimg.com\u002Fvi\u002FWTLohOW-cb4\u002Fhqdefault.jpg","Google Cloud Next '26 showcased the arrival of full-stack Dart support for Cloud Functions, enabling developers to share logic between frontends and backends, alongside advancements in Generative UI and cross-platform scaling.","This video is a recap of the Flutter team's presence at Google Cloud Next '26, focusing on the launch of full-stack Dart support for Cloud Functions and various generative UI demos. It serves as a portal to the following resources:\n\n* [Full-stack developer guide](https:\u002F\u002Fgoo.gle\u002F4nx5Jww) — Documentation for Flutter, Firebase, and Angular integration\n* [Full-stack AI Dev](https:\u002F\u002Fgoo.gle\u002F43fdIVF) — Overview of new AI development capabilities\n* [Recap blog](https:\u002F\u002Fgoo.gle\u002F4nfBudk) — Summary of Flutter-related announcements from the event\n* [Full-stack Dart codelab](https:\u002F\u002Fgoo.gle\u002F4db3ham) — Tutorial for using Cloud Functions with Firebase and Flutter\n* [Generative UI codelab](https:\u002F\u002Fgoo.gle\u002F3RuHoLR) — Step-by-step guide to building GenUI applications\n* [GenUI demo](https:\u002F\u002Fgoo.gle\u002F3R2yNA1) — A quick look at GenUI in action\n* [Very Good Ventures GenUI case study](https:\u002F\u002Fgoo.gle\u002F3R8HLf2) — How a professional agency implements generative UI\n* [Gen Latte demo](https:\u002F\u002Fgoo.gle\u002F4dEITjd) — Details on the coffee-printing generative UI project\n* [Full-stack Dart demo](https:\u002F\u002Fgoo.gle\u002F4twdnc8) — Practical example of the new Dart backend support\n* [Firebase Functions support](https:\u002F\u002Fgoo.gle\u002F4wkIjOZ) — Technical announcement for server-side Dart\n* [Talabat case study](https:\u002F\u002Fgoo.gle\u002F4dJ132r) — Insights on scaling a large-scale app with Flutter",[84,85,86,87],"lcKHJUcKQpSzB-h6cpCNk-PDFCUIFibNAnQPzC7Wx3E",[94,97,100,102,105,107,110,113,115,117,119,121,123,125,127,129,131,134,136,138,140,142,145,148,150,152,154,156,158,160,162,164,166,168,170,172,174,176,178,180,182,184,186,188,190,192,194,197,199,201,203,205,207,209,211,213,215,217,219,221,223,226,228,230,232,234,236,238,240,242,244,246,248,250,252,254,256,258,260,262,264,267,269,271,273,275,277,279,281,283,285,287,289,291,293,296,298,300,302,304,306,308,310,312,314,316,318,320,322,324,326,328,330,332,334,336,338,340,342,344,346,348,350,352,354,356,358,361,363,365,367,369,371,373,375,377,379,381,384,386,388,390,392,394,396,398,400,402,404,406,408,410,412,414,417,419,421,423,425,427,429,431,433,435,437,440,442,444,446,448,450,452,454,456,458,460,462,464,466,468,470,472,474,476,478,480,482,484,486,488,490,492,494,496,499,501,503,506,508,510,512,514,516,518,520,522,524,526,528,530,532,534,536,538,540,542,545,547,549,551,553,555,557,559,561,563,565,567,570,572,574,576,578,580,582,584,586,588,590,592,594,596,598,600,602,604,606,608,610,612,614,616,618,620,622,624,626,628,630,632,634,636,638,640,642,644,646,648,650,652,654,656,658,660,662,664,666,668,670,672,674,676,678,680,682,684,686,688,690,692,694,696,698,700,702,704,706,708,710,712,714,716,718,720,722,724,726,728,730,732,734,736,738,740,742,744,746,748,750,752,754,756,758,760,762,764,766,768,770,772,774,776,778,780,782,784,786,788,790,792,794,796,798,800,802,804,806,808,810,812,814,816,818,820,822,824,826,828,830,832,834,836,838,840,842,844,846,848,850,852,854,857,859,861,863,865,868,870,872,874,876,878,880,882,884,886,888,890,892,895,897,899,901,903,905,907,909,911,913,915,917,919,921,923,925,927,929,931,933,935,937,939,941,943,945,947,949,951,953,955,957,959,961,963,965,967,969,971,973,975,977,979,981,983,985,987,989,991,993,995,997,999,1001,1003,1005,1007,1009,1011,1013,1015,1017,1019,1021,1023,1025,1027,1029,1031,1033,1035,1037,1039,1041,1043,1045,1047,1049,1051,1053,1055,1057,1059,1061,1063,1065,1067,1069,1071,1073,1075,1077,1079,1081,1083,1085,1087,1089,1091,1093,1095,1097,1099,1101,1103,1105,1107,1109,1111,1113,1115,1117,1119,1121,1123,1125,1127,1129,1131,1133,1135,1137,1139,1141,1143,1145,1147,1149,1151,1153,1155,1157,1159,1161,1163,1165,1167,1169,1171,1173,1175,1177,1179,1181,1183,1185,1187,1189,1191,1193,1195,1197,1199,1201,1203,1205,1207,1209,1211,1213,1215,1217,1220,1222,1224,1226,1228,1230,1232,1234,1236,1238,1240,1242,1244,1246,1248,1250,1252,1254,1256,1258,1260,1262,1264,1266,1268,1270,1272,1274,1276,1278,1280,1282,1284,1286,1288,1290,1292,1294,1296,1298,1300,1302,1304,1306,1308,1310,1312,1314,1316,1318,1320,1322,1324,1326,1328,1330,1332,1334,1336,1338,1340,1342,1344,1346,1348,1350,1352,1354,1356,1358,1360,1362,1364,1366,1368,1370,1372,1374,1376,1378,1380,1382,1384,1386,1388,1390,1392,1394,1396,1398,1400,1402,1404,1406,1408,1410,1412,1414,1416,1418,1421,1423,1425,1427,1429,1431,1433,1435,1437,1439,1441,1443,1445,1447,1449,1451,1453,1455,1457,1459,1461,1463,1465,1467,1469,1471,1473,1475,1477,1479,1481,1483,1485,1487,1489,1491,1493,1495,1497,1499,1501,1503,1505,1507,1509,1511,1513,1515,1517,1519,1521,1523,1525,1527,1529,1531,1533,1535,1537,1539,1541,1543,1545,1547,1549,1551,1553,1555,1557,1560,1562,1564,1566,1568,1570,1572,1574,1576,1578,1580,1582,1584,1586,1588,1590,1592,1594,1596,1598,1600,1602,1604,1606,1608,1610,1612,1614,1616,1618,1620,1622,1624,1626,1628,1630,1632,1634,1636,1638,1640,1642,1644,1646,1648,1650,1652,1654,1656,1658,1660,1662,1664,1666,1668,1670,1672,1674,1676,1678,1680,1682,1684,1686,1688,1690,1692,1694,1696,1698,1700,1702,1704,1706,1708,1710,1712,1714,1716,1719,1721,1723,1725,1727,1729,1731,1733,1735,1737,1739,1741,1743,1745,1747,1749,1751,1753,1755,1757,1759,1761,1763,1765,1767,1769,1771,1773,1775,1777,1779,1782,1784,1786,1788,1790,1792,1794,1796,1798,1800,1802,1804,1806,1808,1810,1812,1814,1816,1818,1820,1822,1824,1826,1828,1830,1832,1834,1836,1838,1840,1842,1844,1846,1848,1850,1852,1854,1856,1858,1860,1862,1864,1866,1868,1870,1872,1874,1876,1878,1880,1882,1884,1886,1888,1890,1892,1894,1896,1898,1900,1902,1904,1906,1908,1910,1912,1914,1916,1918,1920,1922,1924,1926,1928,1930,1932,1934,1936,1938,1940,1942,1944,1946,1948,1950,1952,1954,1956,1958,1960,1962,1964,1966,1968,1970,1972,1974,1976,1978,1980,1982,1984,1986,1988,1990,1992,1994,1996,1998,2000,2002,2004,2006,2008,2010,2012,2014,2016,2018,2020,2022,2024,2026,2028,2030,2032,2034,2036,2038,2040,2042,2044,2046,2048,2050,2052,2054,2056,2058,2060,2062,2064,2066,2068,2070,2072,2074,2076,2078,2080,2082,2084,2086,2088,2090,2092,2094,2096,2098,2100,2102,2104,2106,2108,2110,2112,2114,2116,2118,2120,2122,2124,2126,2128,2130,2132,2134,2136,2138,2140,2142,2144,2146,2148,2150,2152,2154,2156,2158,2160,2162,2164,2166,2168,2170,2172,2174,2176,2178,2180,2182,2184,2186,2188,2190,2192,2194,2196,2198,2200,2202,2204,2206,2208,2210,2212,2214,2216,2218,2220,2223,2225,2227,2229,2231,2233,2235,2237,2239,2241,2243,2245,2247,2249,2251,2253,2255,2257,2259,2261,2263,2265,2267,2269,2271,2273,2275,2277,2279,2281,2283,2285,2287,2289,2291,2293,2295,2297,2299,2301,2303,2305,2307,2309,2311,2313,2316,2318,2320,2322,2324,2326,2328,2330,2332,2334,2336,2338,2340,2342,2344,2346,2348,2350,2352,2354,2356,2358,2360,2362,2364,2366,2368,2370,2372,2374,2376,2378,2380,2382,2384,2386,2388,2390,2392,2394,2396,2398,2400,2402,2404,2406,2408,2410,2412,2414,2416,2418,2420,2422,2424,2426,2428,2430,2432,2435,2437,2439,2441,2443,2445,2447,2449,2451,2453,2455,2457,2459,2461,2463,2465,2467,2469,2471,2473,2475,2478,2480,2482,2484,2486,2488,2490,2492,2494,2496,2498,2500,2502,2504,2506,2508,2510,2512,2514,2516,2518,2520,2522,2524,2526,2528,2530,2532,2534,2536,2538,2540,2542,2544,2546,2548,2550,2552,2554,2556,2558,2560,2562,2564,2566,2568,2570,2572,2574,2576,2578,2580,2582,2584,2586,2588,2590,2592,2594,2596,2598,2600,2602,2604,2606,2608,2610,2612,2614,2616,2618,2620,2622,2624,2626,2628,2630,2632,2634,2636,2638,2640,2642,2644,2646,2648,2650,2652,2654,2656,2658,2660,2662,2664,2666,2668,2670,2672,2674,2676,2678,2680,2682,2684,2686,2688,2690,2692,2694,2696,2698,2700,2702,2704,2706,2708,2710,2712,2714,2716,2718,2720,2722,2724,2726,2728,2730,2732,2734,2736,2738,2740,2742,2744,2746,2748,2750,2752,2754,2756,2758,2760,2762,2764,2766,2768,2770,2772,2774,2776,2778,2780,2782,2784,2786,2788,2790,2792,2794,2796,2798,2800,2802,2804,2806,2808,2810,2812,2814,2816,2818,2820,2822,2824,2826,2828,2830,2832,2834,2836,2838,2840,2842,2844,2846,2848,2850,2852,2854,2856,2858,2860,2862,2864,2866,2868,2870,2872,2874,2876,2878,2880,2882,2884,2886,2888,2890,2892,2894,2896,2898,2900,2902,2904,2906,2908,2910,2912,2914,2916,2918,2920,2922,2924,2926,2928,2930,2932,2934,2936,2938,2940,2942,2944,2946,2948,2950,2952,2954,2956,2958,2960,2962,2964,2966,2968,2970,2972,2974,2976,2978,2980,2982,2984,2986,2988,2990,2992,2994,2996,2998,3000,3002,3004,3006,3008,3010,3012,3014,3016,3018,3020,3022,3024,3026,3028,3030,3032,3034,3036,3038,3040,3042,3044,3046,3048,3050,3052,3054,3056,3058,3060,3062,3064,3066,3068,3070,3072,3074,3076,3078,3080,3082,3084,3086,3088,3090,3092,3094,3096,3098,3100,3102,3104,3106,3108,3110,3112,3114,3116,3119,3121,3123,3125,3127,3129,3131,3133,3135,3137,3139,3141,3143,3145,3147,3149,3151,3153,3155,3157,3159,3161,3163,3165,3167,3169,3171,3173,3175,3177,3179,3181,3183,3185,3187,3189,3191,3193,3195,3197,3199,3201,3203,3205,3207,3209,3211,3213,3215,3217,3219,3221,3223,3225,3227,3229,3231,3233,3235,3237,3239,3241,3243,3246,3248,3250,3252,3254,3256,3258,3260,3262,3264,3266,3268,3270,3272,3274,3276,3278,3280,3282,3284,3286,3288,3290,3292,3294,3296,3298,3300,3302,3304,3306,3308,3310,3312,3314,3316,3318,3320,3322,3324,3326,3328,3330,3332,3334,3336,3338,3340,3342,3344,3346,3348,3350,3352,3354,3356,3358,3360,3362,3364,3366,3368,3370,3372,3374,3376,3378,3380,3382,3384,3386,3388,3390,3392,3394,3396,3398,3400,3402,3404,3406,3408,3410,3412,3414,3416,3418,3420,3422,3424,3426,3428,3430,3432,3434,3436,3438,3440,3442,3444,3446,3448,3450,3452,3454,3456,3458,3460,3462,3464,3466,3468,3470,3472,3474,3476,3478,3480,3482,3484,3486,3488,3490,3492,3494,3496,3498,3500,3502,3504,3506,3508,3510,3512,3514,3516,3518,3520,3522,3524,3526,3528,3530,3532,3534,3536,3538,3540,3542,3544,3546,3548,3550,3552,3554,3556,3558,3560,3562,3564,3566,3568,3570,3572,3574,3576,3578,3580,3582,3584,3586,3588,3590,3592,3594,3596,3598,3600,3602,3604,3606,3608,3610,3612,3614,3616,3618,3620,3622,3624,3626,3628,3630,3632,3634,3636,3638,3640,3642,3644,3646,3648,3650,3652,3654,3656,3658,3660,3662,3664,3666,3668,3670,3672,3674,3676,3678,3680,3682,3684,3686,3688,3690,3692,3694,3696,3698,3700,3702,3704,3706,3708,3710,3712,3714,3716,3718,3720,3722,3724,3726,3728,3730,3732,3734,3736,3738,3740,3742,3744,3746,3748,3750,3752,3754,3756,3758,3760,3762,3764,3766,3768,3770,3772,3774,3776,3778,3780,3782,3784,3786,3788,3790,3792,3794,3796,3798,3800,3802,3804,3806,3808,3810,3812,3814,3816,3818,3820,3822,3824,3826,3828,3830,3832,3834,3836,3838,3840,3842,3844,3846,3848,3850,3852,3854,3856,3858,3860,3862,3864,3866,3868,3870,3872,3874,3876,3878,3880,3882,3884,3886,3888,3890,3892,3894,3896,3898,3900,3902,3904,3906,3908,3910,3912,3914,3916,3918,3920,3922,3924,3926,3928,3930,3932,3934,3936,3938,3940,3942,3944,3946,3948,3950,3952,3954,3956,3958,3960,3962,3964,3966,3968,3970,3972,3974,3976,3978,3980,3982,3984,3986,3988,3990,3992,3994,3996,3998,4000,4002,4004,4006,4008,4010,4012,4014,4016,4018,4020,4022,4024,4026,4028,4030,4032,4034,4036,4038,4040,4042,4044,4046,4048,4050,4052,4054,4056,4058,4060,4062,4064,4066,4068,4070,4072,4074,4076,4078,4080,4082,4084,4086,4088,4090,4092,4094,4096,4098,4100,4102,4104,4106,4108,4110,4112,4114,4116,4118,4120,4122,4124,4126,4128,4130,4132,4134,4136,4138,4140,4142,4144,4146,4148,4150,4152,4154,4156,4158,4160,4162,4164,4166,4168,4170,4172,4174,4176,4178,4180,4182,4184,4186,4188,4190,4192,4194,4196,4198,4200,4202,4204,4206,4208,4210,4212,4214,4216,4218,4220,4222,4224,4226,4228,4230,4232,4234,4236,4238,4240,4242,4244,4246,4248,4250,4252,4254,4256,4258,4260,4262,4264,4266,4268,4270,4272,4274,4276,4278,4280,4282,4284,4286,4288,4290,4292,4294,4296,4298,4300,4302,4304,4306,4308,4310,4312,4314,4316,4318,4320,4322,4324,4326,4328,4330,4332,4334,4336,4338,4340,4342,4344,4346,4348,4350,4352,4354,4356,4358,4360,4362,4364,4366,4368,4370,4372,4374,4376,4378,4380,4382,4384,4386,4388,4390,4392,4394,4396,4398,4400,4402,4404,4406,4408,4410,4412,4414,4416,4418,4420,4422,4424,4426,4428,4430,4432,4434,4436,4438,4440,4442,4444,4446,4448,4450,4452,4454,4456,4458,4460,4462,4464,4466,4468,4470,4472,4474,4476,4478,4480,4482,4484,4486,4488,4490,4492,4494,4496,4498,4500,4502,4504,4506,4508,4510,4512,4514,4516,4518,4520,4522,4524,4526,4528,4531,4533,4535,4537,4539,4541,4543,4545,4547,4549,4551,4553,4555,4557,4559,4561,4563,4565,4567,4569,4571,4573,4575,4577,4579,4581,4583,4585,4587,4589,4591,4593,4595,4597,4599,4601,4603,4605,4607,4609,4611,4613,4615,4617,4619,4621,4623,4625,4627,4629,4631,4633,4635,4637,4639,4641,4643,4645,4647,4649,4651,4653,4655,4657,4659,4661,4663,4665,4667,4669,4671,4673,4675,4677,4679,4681,4683,4685,4687,4689,4691,4693,4695,4697,4699,4701,4703,4705,4707,4709,4711,4713,4715,4717,4719,4721,4723,4725,4727,4729,4731,4733,4735,4737,4739,4741,4743,4745,4747,4749,4751,4753,4755,4757,4759,4761,4763,4765,4767,4769,4771,4773,4775,4777,4779,4781,4783,4785,4787,4789,4791,4793,4795,4797,4799,4801,4803,4805,4807,4809,4811,4813,4815,4817,4819,4821,4823,4825,4827,4829,4831,4833,4835,4837,4839,4841,4843,4845,4847,4849,4851,4853,4855,4857,4859,4861,4863,4865,4867,4869,4871,4873,4875,4877,4879,4881,4883,4885,4887,4889,4891,4893,4895,4897,4899,4901,4903,4905,4907,4909,4911,4913,4915,4917,4919,4921,4923,4925,4927,4929,4931,4933,4935,4937,4939,4941,4943,4945,4947,4949,4951,4953,4955,4957,4959,4961,4963,4965,4967,4969,4971,4973,4975,4977,4979,4981,4983,4985,4987,4989,4991,4993,4995,4997,4999,5001,5003,5005,5007,5009,5011,5013,5015,5017,5019,5021,5023,5025,5027,5029,5031,5033,5035,5037,5039,5041,5043,5045,5047,5049,5051,5053,5055,5057,5059,5061,5063,5065,5067,5069,5071,5073,5075,5077,5079,5081,5083,5085,5087,5089,5091,5093,5095,5097,5099,5101,5103,5105,5107,5109,5111,5113,5115,5117,5119,5121,5123,5125,5127,5129,5131,5133,5135,5137,5139,5141,5143,5145,5147,5149,5151,5153,5155,5157,5159,5161,5163,5165,5167,5169,5171,5173,5175,5177,5179,5181,5183,5185,5187,5189,5191,5193,5195,5197,5199,5201,5203,5205,5207,5209,5211,5213,5215,5217,5219,5221,5223,5225,5227,5229,5231,5233,5235,5237,5239,5241,5243,5245,5247,5249,5251,5253,5255,5257,5259,5261,5263,5265,5267,5269,5271,5273,5275,5277,5279,5281,5283,5285,5287,5289,5291,5293,5295,5297,5299,5301,5303,5305,5307,5309,5311,5313,5315,5317,5319,5321,5323,5325,5327,5329,5331,5333,5335,5337,5339,5341,5343,5345,5347,5349,5351,5353,5355,5357,5359,5361,5363,5365,5367,5369,5371,5373,5375,5377,5379,5381,5383,5385,5388,5390,5392,5394,5396,5398,5400,5402,5404,5406,5408,5410,5412,5414,5416,5418,5420,5422,5424,5426,5428,5430,5432,5434,5436,5438,5440,5442,5444,5446,5448,5450,5452,5454,5456,5458,5460,5462,5464,5466,5468,5470,5472,5474,5476,5478,5480,5482,5484,5486,5488,5490,5492,5494,5496,5498,5500,5502,5504,5506,5508,5510,5512,5514,5516,5518,5520,5522,5524,5526,5528,5530,5532,5534,5536,5538,5540,5542,5544,5546,5548,5550,5552,5554,5556,5558,5560,5562,5564,5566,5568,5570,5572,5574,5576,5578,5580,5582,5584,5586,5588,5591,5593,5595,5597,5599,5601,5603,5605,5607,5609,5611,5613,5615,5617,5619,5621,5623,5625,5627,5629,5631,5633,5635,5637,5639,5641,5643,5645,5647,5649,5651,5653,5655,5657,5659,5661,5663,5665,5667,5669,5671,5673,5675,5677,5679,5681,5683,5685,5687,5689,5691,5693,5695,5697,5699,5701,5703,5705,5707,5709,5711,5713,5715,5717,5719,5721,5723,5725,5727,5729,5731,5733,5735,5737,5739,5741,5743,5745,5747,5749,5751,5753,5755,5757,5759,5761,5763,5765,5767,5769,5771,5773,5775,5777,5779,5781,5783,5785,5787,5789,5791,5793,5795,5797,5799,5801,5803,5805,5807,5809,5811,5813,5815,5817,5819,5821,5823,5825,5827,5829,5831,5833,5835,5837,5839,5841,5843,5845,5847,5849,5851,5853,5855,5857,5859,5861,5863,5865,5867,5869,5871,5873,5875,5877,5879,5881,5883,5885,5887,5889,5891,5893,5895,5897,5899,5901,5903,5905,5907,5909,5911,5913,5915,5917,5919,5921,5923,5925,5927,5929,5931,5933,5935,5937,5939,5941,5943,5945,5947,5949,5951,5953,5955,5957,5959,5961,5963,5965,5967,5969,5971,5973,5975,5977,5979,5981,5983,5985,5987,5989,5991,5993,5995,5997,5999,6001,6003,6005,6007,6009,6011,6013,6015,6017,6019,6021,6023,6025,6027,6029,6031,6033,6035,6037,6039,6041,6043,6045,6047,6049,6051,6053,6055,6057,6059,6061,6063,6065,6067,6069,6071,6073,6075,6077,6079,6081,6083,6085,6087,6089,6091,6093,6095,6097,6099,6101,6103,6105,6107,6109,6111,6113,6115,6117,6119,6121,6123,6125,6127,6129,6131,6133,6135,6137,6139,6141,6143,6145,6147,6149,6151,6153,6155,6157,6159,6161,6163,6165,6167,6169,6171,6173,6175,6177,6179,6181,6183,6185,6187,6189,6191,6193,6195,6197,6199,6201,6203,6205,6207,6209,6211,6213,6215,6217,6219,6221,6223,6225,6227,6229,6231,6233,6235,6237,6239,6241,6243,6245,6247,6249,6251,6253,6255,6257,6259,6261,6263,6265,6267,6269,6271,6273,6275,6277,6279,6281,6283,6285,6287,6289,6291,6293,6295,6297,6299,6301,6303,6305,6307,6309,6311,6313,6315,6317,6319,6321,6323,6325,6327,6329,6331,6333,6335,6337,6339,6341,6343,6345,6347,6349,6351,6353,6355,6357,6359,6361,6363,6365,6367,6369,6371,6373,6375,6377,6379,6381,6383,6385,6387,6389,6391,6393,6395,6397,6399,6401,6403,6405,6407,6409,6411,6413,6415,6417,6419,6421,6423,6425,6427,6429,6431,6433,6435,6437,6439,6441,6443,6445,6447,6449,6451,6453,6455,6457,6459,6461,6463,6465,6467,6469,6471,6473,6475,6477,6479,6481,6483,6485,6487,6489,6491,6493,6495,6497,6499,6501,6503,6505,6507,6509,6511,6513,6515,6517,6519,6521,6523,6525,6527,6529,6531,6533,6535,6537,6539,6541,6543,6545,6547,6549,6551,6553,6555,6557,6559,6561,6563,6565,6567,6569,6571,6573,6575,6577,6579,6581,6583,6585,6587,6589,6591,6593,6595,6597,6599,6601,6603,6605,6607,6609,6611,6613,6615,6617,6619,6621,6623,6625,6627,6629,6631,6633,6635,6637,6639,6641,6643,6645,6647,6649,6651,6653,6655,6657,6659,6661,6663,6665,6667,6669,6671,6673,6675,6677,6679,6681,6683,6685,6687,6689,6691,6693,6695,6697,6699,6701,6703,6705,6707,6709,6711,6713,6715,6717,6719,6721,6723,6725,6727,6729,6731,6733,6735,6737,6739,6741,6743,6745,6747,6749,6751,6753,6755,6757,6759,6761,6763,6765,6767,6769,6771,6773,6775,6777,6779,6781,6783,6785,6787,6789,6791,6793,6795,6797,6799,6801,6803,6805,6807,6809,6811,6813,6815,6817,6819,6821,6823,6825,6827,6829,6831,6833,6835,6837,6839,6841,6843,6845,6847,6849,6851,6853,6855,6857,6859,6861,6863,6865,6867,6869,6871,6873,6875,6877,6879,6881,6883,6885,6887,6889,6891,6893,6895,6897,6899,6901,6903,6905,6907,6909,6911,6913,6915,6917,6919,6921,6923,6925,6927,6929,6931,6933,6935,6937,6939,6941,6943,6945,6947,6949,6951,6953,6955,6957,6959,6961,6963,6965,6967,6969,6971,6973,6975,6977,6979,6981,6983,6985,6987,6989,6991,6993,6995],{"categories":95},[96],"AI & LLMs",{"categories":98},[99],"Developer Productivity",{"categories":101},[96],{"categories":103},[104],"Business & SaaS",{"categories":106},[96],{"categories":108},[109],"AI Automation",{"categories":111},[112],"Product Strategy",{"categories":114},[109],{"categories":116},[96],{"categories":118},[99],{"categories":120},[109],{"categories":122},[47],{"categories":124},[96],{"categories":126},[104],{"categories":128},[],{"categories":130},[96],{"categories":132},[133],"Inference & Serving",{"categories":135},[96],{"categories":137},[96],{"categories":139},[109],{"categories":141},[],{"categories":143},[144],"AI News & Trends",{"categories":146},[147],"Data Science & Visualization",{"categories":149},[109],{"categories":151},[96],{"categories":153},[96],{"categories":155},[104],{"categories":157},[99],{"categories":159},[96],{"categories":161},[109],{"categories":163},[144],{"categories":165},[96],{"categories":167},[109],{"categories":169},[109],{"categories":171},[96],{"categories":173},[96],{"categories":175},[109],{"categories":177},[96],{"categories":179},[96],{"categories":181},[96],{"categories":183},[109],{"categories":185},[144],{"categories":187},[96],{"categories":189},[96],{"categories":191},[96],{"categories":193},[],{"categories":195},[196],"Design & Frontend",{"categories":198},[147],{"categories":200},[144],{"categories":202},[96],{"categories":204},[96],{"categories":206},[96],{"categories":208},[],{"categories":210},[96],{"categories":212},[96],{"categories":214},[109],{"categories":216},[47],{"categories":218},[96],{"categories":220},[109],{"categories":222},[96],{"categories":224},[225],"Marketing & Growth",{"categories":227},[196],{"categories":229},[96],{"categories":231},[109],{"categories":233},[96],{"categories":235},[96],{"categories":237},[47],{"categories":239},[96],{"categories":241},[],{"categories":243},[],{"categories":245},[196],{"categories":247},[96],{"categories":249},[109],{"categories":251},[99],{"categories":253},[47],{"categories":255},[109],{"categories":257},[196],{"categories":259},[112],{"categories":261},[96],{"categories":263},[47],{"categories":265},[266],"DevOps & Cloud",{"categories":268},[109],{"categories":270},[112],{"categories":272},[144],{"categories":274},[96],{"categories":276},[],{"categories":278},[96],{"categories":280},[96],{"categories":282},[],{"categories":284},[109],{"categories":286},[47],{"categories":288},[],{"categories":290},[47],{"categories":292},[96],{"categories":294},[295],"Governance & Standards",{"categories":297},[104],{"categories":299},[],{"categories":301},[],{"categories":303},[96],{"categories":305},[96],{"categories":307},[109],{"categories":309},[96],{"categories":311},[96],{"categories":313},[109],{"categories":315},[96],{"categories":317},[96],{"categories":319},[96],{"categories":321},[],{"categories":323},[47],{"categories":325},[],{"categories":327},[],{"categories":329},[96],{"categories":331},[47],{"categories":333},[],{"categories":335},[47],{"categories":337},[96],{"categories":339},[96],{"categories":341},[225],{"categories":343},[96],{"categories":345},[96],{"categories":347},[96],{"categories":349},[196],{"categories":351},[196],{"categories":353},[96],{"categories":355},[47],{"categories":357},[109],{"categories":359},[360],"GovTech & Public-Sector Adoption",{"categories":362},[47],{"categories":364},[96],{"categories":366},[96],{"categories":368},[96],{"categories":370},[109],{"categories":372},[109],{"categories":374},[147],{"categories":376},[96],{"categories":378},[144],{"categories":380},[109],{"categories":382},[383],"Legal AI Tools",{"categories":385},[96],{"categories":387},[109],{"categories":389},[96],{"categories":391},[225],{"categories":393},[109],{"categories":395},[112],{"categories":397},[96],{"categories":399},[47],{"categories":401},[360],{"categories":403},[],{"categories":405},[109],{"categories":407},[],{"categories":409},[104],{"categories":411},[109],{"categories":413},[109],{"categories":415},[416],"RAG & Retrieval",{"categories":418},[104],{"categories":420},[96],{"categories":422},[47],{"categories":424},[47],{"categories":426},[266],{"categories":428},[196],{"categories":430},[109],{"categories":432},[96],{"categories":434},[96],{"categories":436},[],{"categories":438},[439],"Agents & Orchestration",{"categories":441},[47],{"categories":443},[96],{"categories":445},[],{"categories":447},[109],{"categories":449},[104],{"categories":451},[],{"categories":453},[96],{"categories":455},[],{"categories":457},[96],{"categories":459},[99],{"categories":461},[47],{"categories":463},[104],{"categories":465},[96],{"categories":467},[109],{"categories":469},[96],{"categories":471},[144],{"categories":473},[96],{"categories":475},[],{"categories":477},[96],{"categories":479},[],{"categories":481},[96],{"categories":483},[47],{"categories":485},[96],{"categories":487},[109],{"categories":489},[147],{"categories":491},[],{"categories":493},[96],{"categories":495},[196],{"categories":497},[498],"Models & Frontier Labs",{"categories":500},[],{"categories":502},[196],{"categories":504},[505],"Regulation & Governance of AI",{"categories":507},[112],{"categories":509},[109],{"categories":511},[],{"categories":513},[96],{"categories":515},[96],{"categories":517},[109],{"categories":519},[109],{"categories":521},[144],{"categories":523},[96],{"categories":525},[104],{"categories":527},[96],{"categories":529},[109],{"categories":531},[],{"categories":533},[47],{"categories":535},[109],{"categories":537},[96],{"categories":539},[112],{"categories":541},[96],{"categories":543},[544],"AI Policy & Regulation",{"categories":546},[],{"categories":548},[96],{"categories":550},[109],{"categories":552},[112],{"categories":554},[109],{"categories":556},[96],{"categories":558},[96],{"categories":560},[96],{"categories":562},[109],{"categories":564},[],{"categories":566},[147],{"categories":568},[569],"Evals & Reliability",{"categories":571},[96],{"categories":573},[96],{"categories":575},[],{"categories":577},[99],{"categories":579},[360],{"categories":581},[544],{"categories":583},[96],{"categories":585},[104],{"categories":587},[96],{"categories":589},[109],{"categories":591},[96],{"categories":593},[109],{"categories":595},[439],{"categories":597},[96],{"categories":599},[47],{"categories":601},[96],{"categories":603},[],{"categories":605},[196],{"categories":607},[],{"categories":609},[96],{"categories":611},[360],{"categories":613},[96],{"categories":615},[96],{"categories":617},[96],{"categories":619},[],{"categories":621},[96],{"categories":623},[196],{"categories":625},[47],{"categories":627},[],{"categories":629},[96],{"categories":631},[],{"categories":633},[109],{"categories":635},[96],{"categories":637},[196],{"categories":639},[],{"categories":641},[96],{"categories":643},[96],{"categories":645},[147],{"categories":647},[109],{"categories":649},[96],{"categories":651},[104],{"categories":653},[109],{"categories":655},[96],{"categories":657},[96],{"categories":659},[47],{"categories":661},[196],{"categories":663},[96],{"categories":665},[109],{"categories":667},[],{"categories":669},[47],{"categories":671},[109],{"categories":673},[147],{"categories":675},[],{"categories":677},[96],{"categories":679},[144],{"categories":681},[96],{"categories":683},[],{"categories":685},[96],{"categories":687},[96],{"categories":689},[96],{"categories":691},[104,225],{"categories":693},[],{"categories":695},[47],{"categories":697},[96],{"categories":699},[96],{"categories":701},[109],{"categories":703},[96],{"categories":705},[],{"categories":707},[],{"categories":709},[96],{"categories":711},[196],{"categories":713},[96],{"categories":715},[],{"categories":717},[96],{"categories":719},[266],{"categories":721},[],{"categories":723},[109],{"categories":725},[144],{"categories":727},[96],{"categories":729},[96],{"categories":731},[196],{"categories":733},[],{"categories":735},[144],{"categories":737},[96],{"categories":739},[133],{"categories":741},[96],{"categories":743},[96],{"categories":745},[109],{"categories":747},[144],{"categories":749},[498],{"categories":751},[96],{"categories":753},[225],{"categories":755},[],{"categories":757},[109],{"categories":759},[104],{"categories":761},[47],{"categories":763},[96],{"categories":765},[109],{"categories":767},[],{"categories":769},[96,266],{"categories":771},[96],{"categories":773},[96],{"categories":775},[96],{"categories":777},[109],{"categories":779},[96,47],{"categories":781},[147],{"categories":783},[96],{"categories":785},[96],{"categories":787},[96],{"categories":789},[47],{"categories":791},[96],{"categories":793},[109],{"categories":795},[109],{"categories":797},[544],{"categories":799},[225],{"categories":801},[96],{"categories":803},[109],{"categories":805},[96],{"categories":807},[96],{"categories":809},[109],{"categories":811},[],{"categories":813},[109],{"categories":815},[96],{"categories":817},[96],{"categories":819},[109],{"categories":821},[96],{"categories":823},[96,104],{"categories":825},[96],{"categories":827},[104],{"categories":829},[],{"categories":831},[196],{"categories":833},[196],{"categories":835},[96],{"categories":837},[],{"categories":839},[],{"categories":841},[96],{"categories":843},[144],{"categories":845},[],{"categories":847},[99],{"categories":849},[96],{"categories":851},[47],{"categories":853},[96],{"categories":855},[856],"Generative UI & Design-to-Code",{"categories":858},[96],{"categories":860},[96],{"categories":862},[196],{"categories":864},[96],{"categories":866},[867],"Algorithmic Accountability",{"categories":869},[109],{"categories":871},[47],{"categories":873},[144],{"categories":875},[196],{"categories":877},[96],{"categories":879},[],{"categories":881},[112],{"categories":883},[96],{"categories":885},[96],{"categories":887},[96],{"categories":889},[96],{"categories":891},[109],{"categories":893},[894],"MLOps & Infrastructure",{"categories":896},[96],{"categories":898},[96],{"categories":900},[96],{"categories":902},[96],{"categories":904},[96],{"categories":906},[47],{"categories":908},[144],{"categories":910},[96],{"categories":912},[112],{"categories":914},[99],{"categories":916},[96],{"categories":918},[109],{"categories":920},[266],{"categories":922},[96],{"categories":924},[104],{"categories":926},[96],{"categories":928},[196],{"categories":930},[96],{"categories":932},[96],{"categories":934},[109],{"categories":936},[],{"categories":938},[],{"categories":940},[96],{"categories":942},[133],{"categories":944},[196],{"categories":946},[144],{"categories":948},[147],{"categories":950},[],{"categories":952},[96],{"categories":954},[96],{"categories":956},[104],{"categories":958},[109],{"categories":960},[96],{"categories":962},[96],{"categories":964},[96],{"categories":966},[96],{"categories":968},[144],{"categories":970},[133],{"categories":972},[96],{"categories":974},[196],{"categories":976},[96],{"categories":978},[],{"categories":980},[109],{"categories":982},[47],{"categories":984},[],{"categories":986},[96],{"categories":988},[96],{"categories":990},[109],{"categories":992},[47],{"categories":994},[96],{"categories":996},[147],{"categories":998},[196],{"categories":1000},[],{"categories":1002},[96],{"categories":1004},[],{"categories":1006},[96],{"categories":1008},[],{"categories":1010},[96],{"categories":1012},[96],{"categories":1014},[112],{"categories":1016},[104],{"categories":1018},[109],{"categories":1020},[109],{"categories":1022},[],{"categories":1024},[96],{"categories":1026},[99],{"categories":1028},[96],{"categories":1030},[96],{"categories":1032},[104],{"categories":1034},[144],{"categories":1036},[99],{"categories":1038},[],{"categories":1040},[96],{"categories":1042},[],{"categories":1044},[96],{"categories":1046},[],{"categories":1048},[144],{"categories":1050},[144],{"categories":1052},[],{"categories":1054},[439],{"categories":1056},[96],{"categories":1058},[196],{"categories":1060},[47],{"categories":1062},[],{"categories":1064},[383],{"categories":1066},[109],{"categories":1068},[104],{"categories":1070},[],{"categories":1072},[],{"categories":1074},[99],{"categories":1076},[147],{"categories":1078},[],{"categories":1080},[225],{"categories":1082},[109],{"categories":1084},[104],{"categories":1086},[109],{"categories":1088},[96],{"categories":1090},[104],{"categories":1092},[96],{"categories":1094},[47],{"categories":1096},[],{"categories":1098},[133],{"categories":1100},[112],{"categories":1102},[96],{"categories":1104},[196],{"categories":1106},[47],{"categories":1108},[104],{"categories":1110},[96],{"categories":1112},[47],{"categories":1114},[96],{"categories":1116},[109],{"categories":1118},[104],{"categories":1120},[96],{"categories":1122},[96],{"categories":1124},[96],{"categories":1126},[96],{"categories":1128},[96],{"categories":1130},[],{"categories":1132},[],{"categories":1134},[47],{"categories":1136},[147],{"categories":1138},[112],{"categories":1140},[96],{"categories":1142},[109],{"categories":1144},[47],{"categories":1146},[47],{"categories":1148},[96],{"categories":1150},[],{"categories":1152},[144],{"categories":1154},[112],{"categories":1156},[112],{"categories":1158},[47],{"categories":1160},[96],{"categories":1162},[569],{"categories":1164},[266],{"categories":1166},[],{"categories":1168},[109],{"categories":1170},[96],{"categories":1172},[],{"categories":1174},[99],{"categories":1176},[],{"categories":1178},[96],{"categories":1180},[96],{"categories":1182},[96],{"categories":1184},[196],{"categories":1186},[225],{"categories":1188},[96],{"categories":1190},[47],{"categories":1192},[96],{"categories":1194},[109],{"categories":1196},[],{"categories":1198},[47],{"categories":1200},[96],{"categories":1202},[99],{"categories":1204},[],{"categories":1206},[104],{"categories":1208},[96],{"categories":1210},[96],{"categories":1212},[144],{"categories":1214},[96,266],{"categories":1216},[96],{"categories":1218},[1219],"Design Systems for AI",{"categories":1221},[96],{"categories":1223},[96],{"categories":1225},[144],{"categories":1227},[96],{"categories":1229},[96],{"categories":1231},[96],{"categories":1233},[104],{"categories":1235},[96],{"categories":1237},[96],{"categories":1239},[96],{"categories":1241},[],{"categories":1243},[96],{"categories":1245},[96],{"categories":1247},[104],{"categories":1249},[96],{"categories":1251},[],{"categories":1253},[109],{"categories":1255},[109],{"categories":1257},[47],{"categories":1259},[144],{"categories":1261},[47],{"categories":1263},[96],{"categories":1265},[196],{"categories":1267},[144],{"categories":1269},[147],{"categories":1271},[96],{"categories":1273},[96],{"categories":1275},[109],{"categories":1277},[99],{"categories":1279},[544],{"categories":1281},[96],{"categories":1283},[109],{"categories":1285},[96],{"categories":1287},[47],{"categories":1289},[47],{"categories":1291},[],{"categories":1293},[],{"categories":1295},[96],{"categories":1297},[109],{"categories":1299},[112],{"categories":1301},[],{"categories":1303},[104],{"categories":1305},[96],{"categories":1307},[],{"categories":1309},[196],{"categories":1311},[47],{"categories":1313},[109],{"categories":1315},[47],{"categories":1317},[196],{"categories":1319},[96],{"categories":1321},[96],{"categories":1323},[196],{"categories":1325},[],{"categories":1327},[],{"categories":1329},[144],{"categories":1331},[109],{"categories":1333},[109],{"categories":1335},[96],{"categories":1337},[96],{"categories":1339},[96],{"categories":1341},[96],{"categories":1343},[104],{"categories":1345},[96],{"categories":1347},[96],{"categories":1349},[],{"categories":1351},[47],{"categories":1353},[47],{"categories":1355},[96],{"categories":1357},[47],{"categories":1359},[104],{"categories":1361},[],{"categories":1363},[96],{"categories":1365},[96],{"categories":1367},[96],{"categories":1369},[96],{"categories":1371},[96],{"categories":1373},[109],{"categories":1375},[99],{"categories":1377},[104],{"categories":1379},[96],{"categories":1381},[109],{"categories":1383},[144],{"categories":1385},[109],{"categories":1387},[133],{"categories":1389},[225],{"categories":1391},[96],{"categories":1393},[109],{"categories":1395},[96],{"categories":1397},[96],{"categories":1399},[96],{"categories":1401},[],{"categories":1403},[196],{"categories":1405},[],{"categories":1407},[96],{"categories":1409},[96],{"categories":1411},[],{"categories":1413},[96],{"categories":1415},[47],{"categories":1417},[104],{"categories":1419},[1420],"Visual & Generative Media",{"categories":1422},[109],{"categories":1424},[],{"categories":1426},[96],{"categories":1428},[96],{"categories":1430},[47],{"categories":1432},[266],{"categories":1434},[96],{"categories":1436},[147],{"categories":1438},[544],{"categories":1440},[47],{"categories":1442},[225],{"categories":1444},[96],{"categories":1446},[196],{"categories":1448},[96],{"categories":1450},[96],{"categories":1452},[47],{"categories":1454},[109],{"categories":1456},[96],{"categories":1458},[],{"categories":1460},[],{"categories":1462},[109],{"categories":1464},[47],{"categories":1466},[99],{"categories":1468},[109],{"categories":1470},[498],{"categories":1472},[96],{"categories":1474},[112],{"categories":1476},[96],{"categories":1478},[104],{"categories":1480},[],{"categories":1482},[96],{"categories":1484},[112],{"categories":1486},[96],{"categories":1488},[96],{"categories":1490},[96],{"categories":1492},[112],{"categories":1494},[96],{"categories":1496},[96],{"categories":1498},[225],{"categories":1500},[96],{"categories":1502},[439],{"categories":1504},[96],{"categories":1506},[109],{"categories":1508},[96],{"categories":1510},[96],{"categories":1512},[96],{"categories":1514},[96],{"categories":1516},[196],{"categories":1518},[109],{"categories":1520},[],{"categories":1522},[109],{"categories":1524},[],{"categories":1526},[266],{"categories":1528},[47],{"categories":1530},[],{"categories":1532},[498],{"categories":1534},[96],{"categories":1536},[109],{"categories":1538},[109],{"categories":1540},[96],{"categories":1542},[196,96],{"categories":1544},[99],{"categories":1546},[96],{"categories":1548},[196],{"categories":1550},[],{"categories":1552},[96],{"categories":1554},[99],{"categories":1556},[96],{"categories":1558},[1559],"Medical Imaging & Radiology",{"categories":1561},[96],{"categories":1563},[96],{"categories":1565},[96],{"categories":1567},[196],{"categories":1569},[109],{"categories":1571},[47],{"categories":1573},[],{"categories":1575},[96],{"categories":1577},[96],{"categories":1579},[96],{"categories":1581},[],{"categories":1583},[],{"categories":1585},[96],{"categories":1587},[96],{"categories":1589},[439],{"categories":1591},[96],{"categories":1593},[99],{"categories":1595},[96],{"categories":1597},[96],{"categories":1599},[],{"categories":1601},[109],{"categories":1603},[96],{"categories":1605},[112],{"categories":1607},[47],{"categories":1609},[96],{"categories":1611},[109],{"categories":1613},[439],{"categories":1615},[96],{"categories":1617},[109],{"categories":1619},[96],{"categories":1621},[96],{"categories":1623},[96],{"categories":1625},[196],{"categories":1627},[109],{"categories":1629},[266],{"categories":1631},[196],{"categories":1633},[104],{"categories":1635},[109],{"categories":1637},[144],{"categories":1639},[96],{"categories":1641},[96],{"categories":1643},[112],{"categories":1645},[96],{"categories":1647},[96],{"categories":1649},[96],{"categories":1651},[96],{"categories":1653},[109],{"categories":1655},[96],{"categories":1657},[47],{"categories":1659},[47],{"categories":1661},[96],{"categories":1663},[112],{"categories":1665},[],{"categories":1667},[144],{"categories":1669},[],{"categories":1671},[112],{"categories":1673},[109],{"categories":1675},[96],{"categories":1677},[109],{"categories":1679},[1219],{"categories":1681},[1219],{"categories":1683},[196],{"categories":1685},[96],{"categories":1687},[96],{"categories":1689},[96],{"categories":1691},[109],{"categories":1693},[47],{"categories":1695},[196],{"categories":1697},[109],{"categories":1699},[144],{"categories":1701},[],{"categories":1703},[96],{"categories":1705},[],{"categories":1707},[96],{"categories":1709},[96],{"categories":1711},[96],{"categories":1713},[96],{"categories":1715},[109],{"categories":1717},[1718],"Contract Review & E-Discovery",{"categories":1720},[96],{"categories":1722},[196],{"categories":1724},[96],{"categories":1726},[99],{"categories":1728},[96],{"categories":1730},[144],{"categories":1732},[96],{"categories":1734},[96],{"categories":1736},[225],{"categories":1738},[47],{"categories":1740},[96],{"categories":1742},[96],{"categories":1744},[109],{"categories":1746},[109],{"categories":1748},[867],{"categories":1750},[96],{"categories":1752},[96],{"categories":1754},[109],{"categories":1756},[109],{"categories":1758},[96],{"categories":1760},[96],{"categories":1762},[96],{"categories":1764},[109],{"categories":1766},[96],{"categories":1768},[96],{"categories":1770},[439],{"categories":1772},[416],{"categories":1774},[96],{"categories":1776},[109],{"categories":1778},[96],{"categories":1780},[1781],"Law-Firm Practice & Adoption",{"categories":1783},[96],{"categories":1785},[109],{"categories":1787},[196],{"categories":1789},[96],{"categories":1791},[96],{"categories":1793},[96],{"categories":1795},[],{"categories":1797},[],{"categories":1799},[47],{"categories":1801},[96],{"categories":1803},[],{"categories":1805},[109],{"categories":1807},[99],{"categories":1809},[266],{"categories":1811},[96],{"categories":1813},[],{"categories":1815},[99],{"categories":1817},[104],{"categories":1819},[96],{"categories":1821},[225],{"categories":1823},[],{"categories":1825},[104],{"categories":1827},[109],{"categories":1829},[104],{"categories":1831},[],{"categories":1833},[96],{"categories":1835},[112],{"categories":1837},[96],{"categories":1839},[47],{"categories":1841},[],{"categories":1843},[],{"categories":1845},[],{"categories":1847},[],{"categories":1849},[96],{"categories":1851},[112],{"categories":1853},[109],{"categories":1855},[266],{"categories":1857},[96],{"categories":1859},[99],{"categories":1861},[47],{"categories":1863},[96],{"categories":1865},[96],{"categories":1867},[47],{"categories":1869},[112],{"categories":1871},[96],{"categories":1873},[96],{"categories":1875},[96],{"categories":1877},[894],{"categories":1879},[96],{"categories":1881},[47],{"categories":1883},[96],{"categories":1885},[225],{"categories":1887},[47],{"categories":1889},[104],{"categories":1891},[96],{"categories":1893},[96],{"categories":1895},[96],{"categories":1897},[196],{"categories":1899},[96],{"categories":1901},[96],{"categories":1903},[96],{"categories":1905},[96],{"categories":1907},[104],{"categories":1909},[109],{"categories":1911},[96,99],{"categories":1913},[439],{"categories":1915},[96],{"categories":1917},[96],{"categories":1919},[47],{"categories":1921},[47],{"categories":1923},[196],{"categories":1925},[109],{"categories":1927},[109],{"categories":1929},[47],{"categories":1931},[96],{"categories":1933},[96],{"categories":1935},[96],{"categories":1937},[],{"categories":1939},[],{"categories":1941},[96],{"categories":1943},[147],{"categories":1945},[96],{"categories":1947},[109],{"categories":1949},[],{"categories":1951},[96],{"categories":1953},[96],{"categories":1955},[47],{"categories":1957},[147],{"categories":1959},[144],{"categories":1961},[196],{"categories":1963},[96],{"categories":1965},[109],{"categories":1967},[96],{"categories":1969},[47],{"categories":1971},[],{"categories":1973},[109],{"categories":1975},[96],{"categories":1977},[96],{"categories":1979},[96],{"categories":1981},[96],{"categories":1983},[],{"categories":1985},[109],{"categories":1987},[96],{"categories":1989},[96],{"categories":1991},[96],{"categories":1993},[],{"categories":1995},[109],{"categories":1997},[96],{"categories":1999},[96],{"categories":2001},[104],{"categories":2003},[96],{"categories":2005},[96],{"categories":2007},[],{"categories":2009},[99],{"categories":2011},[96],{"categories":2013},[96],{"categories":2015},[96],{"categories":2017},[196],{"categories":2019},[96],{"categories":2021},[47],{"categories":2023},[96],{"categories":2025},[99],{"categories":2027},[96],{"categories":2029},[47],{"categories":2031},[225],{"categories":2033},[109],{"categories":2035},[109],{"categories":2037},[96],{"categories":2039},[96],{"categories":2041},[96,196],{"categories":2043},[96],{"categories":2045},[109],{"categories":2047},[144],{"categories":2049},[96],{"categories":2051},[144],{"categories":2053},[109],{"categories":2055},[196],{"categories":2057},[96],{"categories":2059},[],{"categories":2061},[47],{"categories":2063},[266],{"categories":2065},[196],{"categories":2067},[47],{"categories":2069},[96],{"categories":2071},[112],{"categories":2073},[96],{"categories":2075},[96],{"categories":2077},[109],{"categories":2079},[],{"categories":2081},[],{"categories":2083},[96],{"categories":2085},[],{"categories":2087},[],{"categories":2089},[112],{"categories":2091},[47],{"categories":2093},[96],{"categories":2095},[109],{"categories":2097},[109],{"categories":2099},[104],{"categories":2101},[109],{"categories":2103},[266],{"categories":2105},[96],{"categories":2107},[96],{"categories":2109},[96],{"categories":2111},[133],{"categories":2113},[96],{"categories":2115},[96],{"categories":2117},[96],{"categories":2119},[47],{"categories":2121},[109],{"categories":2123},[96],{"categories":2125},[96],{"categories":2127},[47],{"categories":2129},[383],{"categories":2131},[109],{"categories":2133},[867],{"categories":2135},[],{"categories":2137},[196],{"categories":2139},[1781],{"categories":2141},[47],{"categories":2143},[],{"categories":2145},[],{"categories":2147},[96],{"categories":2149},[109],{"categories":2151},[],{"categories":2153},[],{"categories":2155},[96],{"categories":2157},[225],{"categories":2159},[96],{"categories":2161},[225],{"categories":2163},[109],{"categories":2165},[96],{"categories":2167},[96],{"categories":2169},[47],{"categories":2171},[112],{"categories":2173},[],{"categories":2175},[96],{"categories":2177},[96],{"categories":2179},[47],{"categories":2181},[1718],{"categories":2183},[196],{"categories":2185},[196],{"categories":2187},[96],{"categories":2189},[109],{"categories":2191},[99],{"categories":2193},[96],{"categories":2195},[96],{"categories":2197},[96],{"categories":2199},[96],{"categories":2201},[196],{"categories":2203},[196],{"categories":2205},[109],{"categories":2207},[109],{"categories":2209},[109],{"categories":2211},[96],{"categories":2213},[96],{"categories":2215},[],{"categories":2217},[96],{"categories":2219},[],{"categories":2221},[2222],"Interaction & Product Design",{"categories":2224},[96],{"categories":2226},[109],{"categories":2228},[47],{"categories":2230},[295],{"categories":2232},[144],{"categories":2234},[47],{"categories":2236},[96],{"categories":2238},[96],{"categories":2240},[96],{"categories":2242},[47],{"categories":2244},[96],{"categories":2246},[99],{"categories":2248},[109],{"categories":2250},[96],{"categories":2252},[],{"categories":2254},[109],{"categories":2256},[109],{"categories":2258},[109],{"categories":2260},[],{"categories":2262},[47],{"categories":2264},[96],{"categories":2266},[109],{"categories":2268},[99],{"categories":2270},[2222],{"categories":2272},[96],{"categories":2274},[99],{"categories":2276},[99],{"categories":2278},[],{"categories":2280},[109],{"categories":2282},[47],{"categories":2284},[],{"categories":2286},[109],{"categories":2288},[144],{"categories":2290},[96],{"categories":2292},[109],{"categories":2294},[96],{"categories":2296},[109],{"categories":2298},[109],{"categories":2300},[96],{"categories":2302},[96],{"categories":2304},[144],{"categories":2306},[147],{"categories":2308},[96],{"categories":2310},[112],{"categories":2312},[47],{"categories":2314},[2315],"Coding Agents & Dev Productivity",{"categories":2317},[144],{"categories":2319},[196],{"categories":2321},[96],{"categories":2323},[96],{"categories":2325},[],{"categories":2327},[96],{"categories":2329},[867],{"categories":2331},[],{"categories":2333},[96],{"categories":2335},[96],{"categories":2337},[266],{"categories":2339},[96],{"categories":2341},[144],{"categories":2343},[],{"categories":2345},[],{"categories":2347},[96],{"categories":2349},[],{"categories":2351},[109],{"categories":2353},[96],{"categories":2355},[],{"categories":2357},[47],{"categories":2359},[47],{"categories":2361},[96],{"categories":2363},[147],{"categories":2365},[],{"categories":2367},[96],{"categories":2369},[96],{"categories":2371},[96],{"categories":2373},[147],{"categories":2375},[47],{"categories":2377},[109],{"categories":2379},[],{"categories":2381},[],{"categories":2383},[96],{"categories":2385},[96],{"categories":2387},[109],{"categories":2389},[109],{"categories":2391},[360],{"categories":2393},[47],{"categories":2395},[47],{"categories":2397},[109],{"categories":2399},[144],{"categories":2401},[144],{"categories":2403},[109],{"categories":2405},[109],{"categories":2407},[96],{"categories":2409},[99],{"categories":2411},[2222],{"categories":2413},[112],{"categories":2415},[96,266],{"categories":2417},[147],{"categories":2419},[],{"categories":2421},[196],{"categories":2423},[109],{"categories":2425},[47],{"categories":2427},[99],{"categories":2429},[96],{"categories":2431},[109],{"categories":2433},[2434],"The Designer's Role & Craft",{"categories":2436},[196],{"categories":2438},[],{"categories":2440},[109],{"categories":2442},[96],{"categories":2444},[109],{"categories":2446},[109],{"categories":2448},[96],{"categories":2450},[225],{"categories":2452},[96],{"categories":2454},[47],{"categories":2456},[96],{"categories":2458},[196],{"categories":2460},[96],{"categories":2462},[],{"categories":2464},[109],{"categories":2466},[196],{"categories":2468},[112],{"categories":2470},[96],{"categories":2472},[96],{"categories":2474},[96],{"categories":2476},[2477],"AI UX Patterns",{"categories":2479},[109],{"categories":2481},[109],{"categories":2483},[109],{"categories":2485},[109],{"categories":2487},[225],{"categories":2489},[147],{"categories":2491},[96],{"categories":2493},[109],{"categories":2495},[96],{"categories":2497},[1219],{"categories":2499},[],{"categories":2501},[225],{"categories":2503},[109],{"categories":2505},[144],{"categories":2507},[47],{"categories":2509},[96],{"categories":2511},[109],{"categories":2513},[],{"categories":2515},[],{"categories":2517},[96],{"categories":2519},[96],{"categories":2521},[109],{"categories":2523},[96],{"categories":2525},[109],{"categories":2527},[360],{"categories":2529},[196],{"categories":2531},[96],{"categories":2533},[144],{"categories":2535},[47],{"categories":2537},[96],{"categories":2539},[109],{"categories":2541},[109],{"categories":2543},[],{"categories":2545},[96],{"categories":2547},[],{"categories":2549},[96],{"categories":2551},[],{"categories":2553},[96],{"categories":2555},[96],{"categories":2557},[96],{"categories":2559},[109],{"categories":2561},[47],{"categories":2563},[],{"categories":2565},[],{"categories":2567},[147],{"categories":2569},[133],{"categories":2571},[96],{"categories":2573},[96],{"categories":2575},[96],{"categories":2577},[147],{"categories":2579},[96],{"categories":2581},[96],{"categories":2583},[144],{"categories":2585},[96],{"categories":2587},[96],{"categories":2589},[96],{"categories":2591},[109],{"categories":2593},[96],{"categories":2595},[109],{"categories":2597},[96],{"categories":2599},[96],{"categories":2601},[96],{"categories":2603},[109],{"categories":2605},[],{"categories":2607},[96],{"categories":2609},[],{"categories":2611},[96],{"categories":2613},[96],{"categories":2615},[266],{"categories":2617},[96],{"categories":2619},[],{"categories":2621},[],{"categories":2623},[196],{"categories":2625},[894],{"categories":2627},[109],{"categories":2629},[99],{"categories":2631},[2434],{"categories":2633},[],{"categories":2635},[],{"categories":2637},[96],{"categories":2639},[],{"categories":2641},[],{"categories":2643},[47],{"categories":2645},[144],{"categories":2647},[225],{"categories":2649},[109],{"categories":2651},[104],{"categories":2653},[96],{"categories":2655},[96],{"categories":2657},[104],{"categories":2659},[],{"categories":2661},[196],{"categories":2663},[112],{"categories":2665},[96],{"categories":2667},[96],{"categories":2669},[109],{"categories":2671},[104],{"categories":2673},[96],{"categories":2675},[96],{"categories":2677},[99],{"categories":2679},[96],{"categories":2681},[96],{"categories":2683},[],{"categories":2685},[99],{"categories":2687},[96],{"categories":2689},[225],{"categories":2691},[109],{"categories":2693},[144],{"categories":2695},[96],{"categories":2697},[47],{"categories":2699},[96],{"categories":2701},[96],{"categories":2703},[104],{"categories":2705},[96],{"categories":2707},[96],{"categories":2709},[96],{"categories":2711},[109],{"categories":2713},[96],{"categories":2715},[],{"categories":2717},[96],{"categories":2719},[47],{"categories":2721},[99],{"categories":2723},[96],{"categories":2725},[96],{"categories":2727},[96],{"categories":2729},[],{"categories":2731},[96],{"categories":2733},[439],{"categories":2735},[109],{"categories":2737},[104],{"categories":2739},[144],{"categories":2741},[96],{"categories":2743},[96],{"categories":2745},[],{"categories":2747},[104],{"categories":2749},[104],{"categories":2751},[96],{"categories":2753},[96],{"categories":2755},[112],{"categories":2757},[96],{"categories":2759},[96],{"categories":2761},[96],{"categories":2763},[96],{"categories":2765},[47],{"categories":2767},[47],{"categories":2769},[96],{"categories":2771},[],{"categories":2773},[47],{"categories":2775},[96],{"categories":2777},[47],{"categories":2779},[109],{"categories":2781},[544],{"categories":2783},[],{"categories":2785},[],{"categories":2787},[96],{"categories":2789},[144],{"categories":2791},[],{"categories":2793},[266],{"categories":2795},[96],{"categories":2797},[96],{"categories":2799},[96],{"categories":2801},[196],{"categories":2803},[856],{"categories":2805},[],{"categories":2807},[96],{"categories":2809},[96],{"categories":2811},[96],{"categories":2813},[47],{"categories":2815},[96],{"categories":2817},[96],{"categories":2819},[96,266],{"categories":2821},[96],{"categories":2823},[96],{"categories":2825},[196],{"categories":2827},[109],{"categories":2829},[],{"categories":2831},[109],{"categories":2833},[109],{"categories":2835},[96],{"categories":2837},[96],{"categories":2839},[96],{"categories":2841},[96],{"categories":2843},[147],{"categories":2845},[96],{"categories":2847},[2477],{"categories":2849},[99],{"categories":2851},[147],{"categories":2853},[99],{"categories":2855},[47],{"categories":2857},[196],{"categories":2859},[109],{"categories":2861},[96],{"categories":2863},[],{"categories":2865},[104],{"categories":2867},[96],{"categories":2869},[96],{"categories":2871},[144],{"categories":2873},[96],{"categories":2875},[96],{"categories":2877},[96],{"categories":2879},[109],{"categories":2881},[96],{"categories":2883},[96],{"categories":2885},[96],{"categories":2887},[104],{"categories":2889},[],{"categories":2891},[266],{"categories":2893},[96],{"categories":2895},[360],{"categories":2897},[196],{"categories":2899},[196],{"categories":2901},[47],{"categories":2903},[109],{"categories":2905},[96],{"categories":2907},[104],{"categories":2909},[144],{"categories":2911},[96],{"categories":2913},[96],{"categories":2915},[96],{"categories":2917},[196],{"categories":2919},[109],{"categories":2921},[109],{"categories":2923},[96],{"categories":2925},[96],{"categories":2927},[498],{"categories":2929},[109],{"categories":2931},[],{"categories":2933},[96],{"categories":2935},[96],{"categories":2937},[96],{"categories":2939},[],{"categories":2941},[],{"categories":2943},[96],{"categories":2945},[96],{"categories":2947},[109],{"categories":2949},[96],{"categories":2951},[96],{"categories":2953},[96],{"categories":2955},[47],{"categories":2957},[96],{"categories":2959},[96],{"categories":2961},[109],{"categories":2963},[96],{"categories":2965},[96],{"categories":2967},[96],{"categories":2969},[96],{"categories":2971},[96],{"categories":2973},[],{"categories":2975},[47],{"categories":2977},[147],{"categories":2979},[96],{"categories":2981},[109],{"categories":2983},[109],{"categories":2985},[96],{"categories":2987},[96],{"categories":2989},[],{"categories":2991},[],{"categories":2993},[96],{"categories":2995},[96],{"categories":2997},[96],{"categories":2999},[144],{"categories":3001},[147],{"categories":3003},[],{"categories":3005},[96],{"categories":3007},[196],{"categories":3009},[96],{"categories":3011},[266],{"categories":3013},[1781],{"categories":3015},[144],{"categories":3017},[47],{"categories":3019},[96],{"categories":3021},[47],{"categories":3023},[47],{"categories":3025},[96],{"categories":3027},[96],{"categories":3029},[47],{"categories":3031},[144],{"categories":3033},[144],{"categories":3035},[266],{"categories":3037},[109],{"categories":3039},[],{"categories":3041},[144],{"categories":3043},[96],{"categories":3045},[109],{"categories":3047},[99],{"categories":3049},[47],{"categories":3051},[96],{"categories":3053},[144],{"categories":3055},[],{"categories":3057},[96],{"categories":3059},[47],{"categories":3061},[47],{"categories":3063},[147],{"categories":3065},[96],{"categories":3067},[144],{"categories":3069},[96],{"categories":3071},[47],{"categories":3073},[109],{"categories":3075},[109],{"categories":3077},[144],{"categories":3079},[109],{"categories":3081},[266],{"categories":3083},[109],{"categories":3085},[96],{"categories":3087},[96],{"categories":3089},[96],{"categories":3091},[96],{"categories":3093},[47],{"categories":3095},[96],{"categories":3097},[],{"categories":3099},[109],{"categories":3101},[104],{"categories":3103},[47],{"categories":3105},[],{"categories":3107},[],{"categories":3109},[96],{"categories":3111},[109],{"categories":3113},[96],{"categories":3115},[96],{"categories":3117},[3118],"Frameworks & Tooling",{"categories":3120},[96],{"categories":3122},[96],{"categories":3124},[47],{"categories":3126},[96],{"categories":3128},[96],{"categories":3130},[],{"categories":3132},[147],{"categories":3134},[147],{"categories":3136},[99],{"categories":3138},[96],{"categories":3140},[109],{"categories":3142},[96],{"categories":3144},[196],{"categories":3146},[],{"categories":3148},[1781],{"categories":3150},[96],{"categories":3152},[47],{"categories":3154},[96],{"categories":3156},[266],{"categories":3158},[266],{"categories":3160},[],{"categories":3162},[109],{"categories":3164},[109],{"categories":3166},[96],{"categories":3168},[96],{"categories":3170},[144],{"categories":3172},[109],{"categories":3174},[144],{"categories":3176},[96],{"categories":3178},[109],{"categories":3180},[],{"categories":3182},[196],{"categories":3184},[96],{"categories":3186},[96],{"categories":3188},[],{"categories":3190},[96],{"categories":3192},[109],{"categories":3194},[96],{"categories":3196},[96],{"categories":3198},[96],{"categories":3200},[],{"categories":3202},[47],{"categories":3204},[96],{"categories":3206},[47],{"categories":3208},[266],{"categories":3210},[96],{"categories":3212},[96],{"categories":3214},[96],{"categories":3216},[47],{"categories":3218},[104],{"categories":3220},[96],{"categories":3222},[1781],{"categories":3224},[],{"categories":3226},[109],{"categories":3228},[99],{"categories":3230},[96],{"categories":3232},[99],{"categories":3234},[96],{"categories":3236},[],{"categories":3238},[109],{"categories":3240},[96],{"categories":3242},[96],{"categories":3244},[3245],"AI Design Tooling",{"categories":3247},[196],{"categories":3249},[96],{"categories":3251},[96],{"categories":3253},[47],{"categories":3255},[196],{"categories":3257},[96],{"categories":3259},[96],{"categories":3261},[47],{"categories":3263},[144],{"categories":3265},[112],{"categories":3267},[47],{"categories":3269},[96],{"categories":3271},[96],{"categories":3273},[96],{"categories":3275},[109],{"categories":3277},[96],{"categories":3279},[],{"categories":3281},[109],{"categories":3283},[96],{"categories":3285},[96],{"categories":3287},[109],{"categories":3289},[96],{"categories":3291},[96],{"categories":3293},[96],{"categories":3295},[109],{"categories":3297},[],{"categories":3299},[109],{"categories":3301},[3118],{"categories":3303},[96],{"categories":3305},[96],{"categories":3307},[109],{"categories":3309},[109],{"categories":3311},[47],{"categories":3313},[47],{"categories":3315},[96],{"categories":3317},[],{"categories":3319},[47],{"categories":3321},[96],{"categories":3323},[96],{"categories":3325},[109],{"categories":3327},[104],{"categories":3329},[96],{"categories":3331},[],{"categories":3333},[96],{"categories":3335},[96],{"categories":3337},[2222],{"categories":3339},[],{"categories":3341},[96],{"categories":3343},[96],{"categories":3345},[96],{"categories":3347},[96],{"categories":3349},[196],{"categories":3351},[96],{"categories":3353},[],{"categories":3355},[96],{"categories":3357},[96],{"categories":3359},[96],{"categories":3361},[96],{"categories":3363},[225],{"categories":3365},[144],{"categories":3367},[96],{"categories":3369},[96],{"categories":3371},[1781],{"categories":3373},[99],{"categories":3375},[96],{"categories":3377},[96],{"categories":3379},[147],{"categories":3381},[96],{"categories":3383},[96],{"categories":3385},[144],{"categories":3387},[109],{"categories":3389},[],{"categories":3391},[96],{"categories":3393},[96],{"categories":3395},[196],{"categories":3397},[96],{"categories":3399},[225],{"categories":3401},[109],{"categories":3403},[96],{"categories":3405},[109],{"categories":3407},[],{"categories":3409},[],{"categories":3411},[],{"categories":3413},[99],{"categories":3415},[144],{"categories":3417},[109],{"categories":3419},[96],{"categories":3421},[96],{"categories":3423},[96],{"categories":3425},[96],{"categories":3427},[383],{"categories":3429},[196],{"categories":3431},[109],{"categories":3433},[96],{"categories":3435},[],{"categories":3437},[109],{"categories":3439},[109],{"categories":3441},[],{"categories":3443},[96],{"categories":3445},[109],{"categories":3447},[96],{"categories":3449},[],{"categories":3451},[96],{"categories":3453},[96],{"categories":3455},[96],{"categories":3457},[144],{"categories":3459},[196],{"categories":3461},[109],{"categories":3463},[196],{"categories":3465},[109],{"categories":3467},[96],{"categories":3469},[104],{"categories":3471},[],{"categories":3473},[],{"categories":3475},[96],{"categories":3477},[96],{"categories":3479},[96],{"categories":3481},[99],{"categories":3483},[109],{"categories":3485},[144],{"categories":3487},[],{"categories":3489},[196],{"categories":3491},[],{"categories":3493},[47],{"categories":3495},[96],{"categories":3497},[47],{"categories":3499},[196],{"categories":3501},[47],{"categories":3503},[96],{"categories":3505},[],{"categories":3507},[96],{"categories":3509},[96],{"categories":3511},[],{"categories":3513},[96],{"categories":3515},[96],{"categories":3517},[225],{"categories":3519},[96],{"categories":3521},[96],{"categories":3523},[266],{"categories":3525},[47],{"categories":3527},[96],{"categories":3529},[],{"categories":3531},[109],{"categories":3533},[96],{"categories":3535},[99],{"categories":3537},[498],{"categories":3539},[96],{"categories":3541},[96],{"categories":3543},[109],{"categories":3545},[96],{"categories":3547},[109],{"categories":3549},[96],{"categories":3551},[96],{"categories":3553},[96],{"categories":3555},[96],{"categories":3557},[],{"categories":3559},[96],{"categories":3561},[99],{"categories":3563},[96],{"categories":3565},[104],{"categories":3567},[47],{"categories":3569},[196],{"categories":3571},[],{"categories":3573},[96],{"categories":3575},[],{"categories":3577},[109],{"categories":3579},[96],{"categories":3581},[],{"categories":3583},[109],{"categories":3585},[96],{"categories":3587},[47],{"categories":3589},[196],{"categories":3591},[144],{"categories":3593},[96],{"categories":3595},[144],{"categories":3597},[109],{"categories":3599},[196],{"categories":3601},[96],{"categories":3603},[],{"categories":3605},[96],{"categories":3607},[133],{"categories":3609},[109],{"categories":3611},[96],{"categories":3613},[196],{"categories":3615},[144],{"categories":3617},[104],{"categories":3619},[47],{"categories":3621},[96],{"categories":3623},[96],{"categories":3625},[96],{"categories":3627},[96],{"categories":3629},[144],{"categories":3631},[225],{"categories":3633},[],{"categories":3635},[],{"categories":3637},[147],{"categories":3639},[439],{"categories":3641},[96],{"categories":3643},[109],{"categories":3645},[96,47],{"categories":3647},[144],{"categories":3649},[96],{"categories":3651},[96],{"categories":3653},[96],{"categories":3655},[96],{"categories":3657},[96],{"categories":3659},[96],{"categories":3661},[96],{"categories":3663},[109],{"categories":3665},[96],{"categories":3667},[109],{"categories":3669},[96],{"categories":3671},[96],{"categories":3673},[96],{"categories":3675},[],{"categories":3677},[96],{"categories":3679},[1219],{"categories":3681},[47],{"categories":3683},[196],{"categories":3685},[96],{"categories":3687},[96],{"categories":3689},[96],{"categories":3691},[147],{"categories":3693},[109],{"categories":3695},[225],{"categories":3697},[266],{"categories":3699},[],{"categories":3701},[47],{"categories":3703},[96],{"categories":3705},[104],{"categories":3707},[109],{"categories":3709},[99],{"categories":3711},[109],{"categories":3713},[96],{"categories":3715},[109],{"categories":3717},[109],{"categories":3719},[112],{"categories":3721},[47],{"categories":3723},[96],{"categories":3725},[96],{"categories":3727},[],{"categories":3729},[],{"categories":3731},[],{"categories":3733},[266],{"categories":3735},[96],{"categories":3737},[144],{"categories":3739},[96],{"categories":3741},[96],{"categories":3743},[96],{"categories":3745},[96],{"categories":3747},[],{"categories":3749},[96],{"categories":3751},[147],{"categories":3753},[104],{"categories":3755},[109],{"categories":3757},[96],{"categories":3759},[],{"categories":3761},[96],{"categories":3763},[109],{"categories":3765},[96],{"categories":3767},[266],{"categories":3769},[],{"categories":3771},[196],{"categories":3773},[196],{"categories":3775},[96],{"categories":3777},[109],{"categories":3779},[],{"categories":3781},[47],{"categories":3783},[96],{"categories":3785},[196],{"categories":3787},[96],{"categories":3789},[104],{"categories":3791},[109],{"categories":3793},[96],{"categories":3795},[],{"categories":3797},[144],{"categories":3799},[96],{"categories":3801},[96],{"categories":3803},[96],{"categories":3805},[196],{"categories":3807},[109],{"categories":3809},[144],{"categories":3811},[],{"categories":3813},[109],{"categories":3815},[104],{"categories":3817},[109],{"categories":3819},[196],{"categories":3821},[96],{"categories":3823},[96],{"categories":3825},[96],{"categories":3827},[439],{"categories":3829},[96],{"categories":3831},[109],{"categories":3833},[],{"categories":3835},[96],{"categories":3837},[96],{"categories":3839},[266],{"categories":3841},[144],{"categories":3843},[147],{"categories":3845},[544],{"categories":3847},[147],{"categories":3849},[147],{"categories":3851},[96],{"categories":3853},[],{"categories":3855},[],{"categories":3857},[],{"categories":3859},[109],{"categories":3861},[96],{"categories":3863},[109],{"categories":3865},[109],{"categories":3867},[47],{"categories":3869},[96],{"categories":3871},[416],{"categories":3873},[47],{"categories":3875},[109],{"categories":3877},[96],{"categories":3879},[96],{"categories":3881},[96],{"categories":3883},[96],{"categories":3885},[96],{"categories":3887},[109],{"categories":3889},[96],{"categories":3891},[],{"categories":3893},[],{"categories":3895},[96],{"categories":3897},[],{"categories":3899},[96],{"categories":3901},[109],{"categories":3903},[196],{"categories":3905},[96],{"categories":3907},[96],{"categories":3909},[],{"categories":3911},[109],{"categories":3913},[96],{"categories":3915},[96],{"categories":3917},[112],{"categories":3919},[96],{"categories":3921},[196],{"categories":3923},[96],{"categories":3925},[109],{"categories":3927},[104],{"categories":3929},[96],{"categories":3931},[96],{"categories":3933},[225],{"categories":3935},[109],{"categories":3937},[96],{"categories":3939},[96],{"categories":3941},[856],{"categories":3943},[96],{"categories":3945},[109],{"categories":3947},[96],{"categories":3949},[47],{"categories":3951},[96],{"categories":3953},[498],{"categories":3955},[196],{"categories":3957},[],{"categories":3959},[96],{"categories":3961},[96],{"categories":3963},[144],{"categories":3965},[439],{"categories":3967},[109],{"categories":3969},[96],{"categories":3971},[],{"categories":3973},[144],{"categories":3975},[360],{"categories":3977},[109],{"categories":3979},[109],{"categories":3981},[109],{"categories":3983},[96],{"categories":3985},[96],{"categories":3987},[109],{"categories":3989},[],{"categories":3991},[104],{"categories":3993},[96],{"categories":3995},[104],{"categories":3997},[109],{"categories":3999},[],{"categories":4001},[47],{"categories":4003},[96],{"categories":4005},[96],{"categories":4007},[99],{"categories":4009},[96],{"categories":4011},[144],{"categories":4013},[266],{"categories":4015},[133],{"categories":4017},[109],{"categories":4019},[109],{"categories":4021},[96],{"categories":4023},[96],{"categories":4025},[109],{"categories":4027},[96],{"categories":4029},[99],{"categories":4031},[],{"categories":4033},[109],{"categories":4035},[96],{"categories":4037},[96],{"categories":4039},[96],{"categories":4041},[109],{"categories":4043},[96],{"categories":4045},[],{"categories":4047},[96],{"categories":4049},[],{"categories":4051},[196],{"categories":4053},[109],{"categories":4055},[96,104],{"categories":4057},[109],{"categories":4059},[96],{"categories":4061},[],{"categories":4063},[99],{"categories":4065},[147],{"categories":4067},[104],{"categories":4069},[96],{"categories":4071},[47],{"categories":4073},[96],{"categories":4075},[96],{"categories":4077},[109],{"categories":4079},[96],{"categories":4081},[96],{"categories":4083},[96],{"categories":4085},[144],{"categories":4087},[1219],{"categories":4089},[109],{"categories":4091},[96],{"categories":4093},[],{"categories":4095},[],{"categories":4097},[96],{"categories":4099},[109],{"categories":4101},[96],{"categories":4103},[96],{"categories":4105},[266],{"categories":4107},[],{"categories":4109},[96],{"categories":4111},[109],{"categories":4113},[133],{"categories":4115},[109],{"categories":4117},[439],{"categories":4119},[],{"categories":4121},[383],{"categories":4123},[109],{"categories":4125},[96],{"categories":4127},[96],{"categories":4129},[225],{"categories":4131},[109],{"categories":4133},[96],{"categories":4135},[147],{"categories":4137},[112],{"categories":4139},[109],{"categories":4141},[96],{"categories":4143},[439],{"categories":4145},[96],{"categories":4147},[266],{"categories":4149},[104],{"categories":4151},[],{"categories":4153},[96],{"categories":4155},[96],{"categories":4157},[225],{"categories":4159},[196],{"categories":4161},[96],{"categories":4163},[96],{"categories":4165},[96],{"categories":4167},[],{"categories":4169},[225],{"categories":4171},[144],{"categories":4173},[96],{"categories":4175},[96],{"categories":4177},[96],{"categories":4179},[544],{"categories":4181},[99],{"categories":4183},[96],{"categories":4185},[112],{"categories":4187},[96],{"categories":4189},[],{"categories":4191},[],{"categories":4193},[196],{"categories":4195},[96],{"categories":4197},[147],{"categories":4199},[225],{"categories":4201},[109],{"categories":4203},[96],{"categories":4205},[96],{"categories":4207},[225],{"categories":4209},[144],{"categories":4211},[96],{"categories":4213},[],{"categories":4215},[96],{"categories":4217},[96],{"categories":4219},[],{"categories":4221},[96],{"categories":4223},[96],{"categories":4225},[569],{"categories":4227},[96],{"categories":4229},[96],{"categories":4231},[109],{"categories":4233},[47],{"categories":4235},[439],{"categories":4237},[96],{"categories":4239},[96],{"categories":4241},[96],{"categories":4243},[],{"categories":4245},[96,47],{"categories":4247},[144],{"categories":4249},[109],{"categories":4251},[47],{"categories":4253},[109],{"categories":4255},[894],{"categories":4257},[47],{"categories":4259},[47],{"categories":4261},[109],{"categories":4263},[96],{"categories":4265},[99],{"categories":4267},[],{"categories":4269},[],{"categories":4271},[109],{"categories":4273},[96],{"categories":4275},[47],{"categories":4277},[96],{"categories":4279},[99],{"categories":4281},[47],{"categories":4283},[47],{"categories":4285},[96],{"categories":4287},[225],{"categories":4289},[96],{"categories":4291},[47],{"categories":4293},[96],{"categories":4295},[],{"categories":4297},[96],{"categories":4299},[96],{"categories":4301},[196,96],{"categories":4303},[266],{"categories":4305},[99],{"categories":4307},[96],{"categories":4309},[],{"categories":4311},[96],{"categories":4313},[96],{"categories":4315},[104],{"categories":4317},[96],{"categories":4319},[104],{"categories":4321},[96],{"categories":4323},[96],{"categories":4325},[360],{"categories":4327},[96],{"categories":4329},[104],{"categories":4331},[47],{"categories":4333},[147],{"categories":4335},[109],{"categories":4337},[96],{"categories":4339},[47],{"categories":4341},[96],{"categories":4343},[96],{"categories":4345},[144],{"categories":4347},[225],{"categories":4349},[196],{"categories":4351},[96],{"categories":4353},[96],{"categories":4355},[96],{"categories":4357},[96],{"categories":4359},[99],{"categories":4361},[96],{"categories":4363},[109],{"categories":4365},[109],{"categories":4367},[47],{"categories":4369},[144],{"categories":4371},[47],{"categories":4373},[47],{"categories":4375},[96],{"categories":4377},[96],{"categories":4379},[],{"categories":4381},[],{"categories":4383},[147],{"categories":4385},[96],{"categories":4387},[47],{"categories":4389},[96],{"categories":4391},[196],{"categories":4393},[439],{"categories":4395},[383],{"categories":4397},[360],{"categories":4399},[96],{"categories":4401},[96],{"categories":4403},[96],{"categories":4405},[147],{"categories":4407},[96],{"categories":4409},[96],{"categories":4411},[96],{"categories":4413},[96],{"categories":4415},[96],{"categories":4417},[96],{"categories":4419},[96],{"categories":4421},[109],{"categories":4423},[99],{"categories":4425},[109],{"categories":4427},[96,104],{"categories":4429},[],{"categories":4431},[196],{"categories":4433},[],{"categories":4435},[112],{"categories":4437},[96],{"categories":4439},[144],{"categories":4441},[99],{"categories":4443},[96],{"categories":4445},[99],{"categories":4447},[109],{"categories":4449},[147],{"categories":4451},[109],{"categories":4453},[112],{"categories":4455},[109],{"categories":4457},[96],{"categories":4459},[96],{"categories":4461},[104],{"categories":4463},[109],{"categories":4465},[47],{"categories":4467},[225],{"categories":4469},[96],{"categories":4471},[96],{"categories":4473},[],{"categories":4475},[144],{"categories":4477},[96],{"categories":4479},[96],{"categories":4481},[96],{"categories":4483},[96],{"categories":4485},[96],{"categories":4487},[96],{"categories":4489},[47],{"categories":4491},[144],{"categories":4493},[47],{"categories":4495},[47],{"categories":4497},[96],{"categories":4499},[96],{"categories":4501},[96],{"categories":4503},[96],{"categories":4505},[383],{"categories":4507},[96],{"categories":4509},[109],{"categories":4511},[144],{"categories":4513},[96],{"categories":4515},[96],{"categories":4517},[96],{"categories":4519},[109],{"categories":4521},[96],{"categories":4523},[96],{"categories":4525},[96],{"categories":4527},[3118],{"categories":4529},[4530],"Clinical AI",{"categories":4532},[196],{"categories":4534},[96],{"categories":4536},[96],{"categories":4538},[96],{"categories":4540},[96],{"categories":4542},[266],{"categories":4544},[2477],{"categories":4546},[96],{"categories":4548},[112],{"categories":4550},[196],{"categories":4552},[96],{"categories":4554},[109],{"categories":4556},[96],{"categories":4558},[96],{"categories":4560},[144],{"categories":4562},[96],{"categories":4564},[109],{"categories":4566},[47],{"categories":4568},[225],{"categories":4570},[96],{"categories":4572},[96],{"categories":4574},[104],{"categories":4576},[96],{"categories":4578},[96],{"categories":4580},[498],{"categories":4582},[96],{"categories":4584},[],{"categories":4586},[109],{"categories":4588},[96],{"categories":4590},[47],{"categories":4592},[99],{"categories":4594},[96],{"categories":4596},[],{"categories":4598},[],{"categories":4600},[96],{"categories":4602},[],{"categories":4604},[104],{"categories":4606},[96],{"categories":4608},[96],{"categories":4610},[109],{"categories":4612},[96],{"categories":4614},[144],{"categories":4616},[144],{"categories":4618},[144],{"categories":4620},[144],{"categories":4622},[],{"categories":4624},[99],{"categories":4626},[109],{"categories":4628},[144],{"categories":4630},[96],{"categories":4632},[569],{"categories":4634},[112],{"categories":4636},[109],{"categories":4638},[96],{"categories":4640},[99],{"categories":4642},[96],{"categories":4644},[109],{"categories":4646},[96],{"categories":4648},[96],{"categories":4650},[96],{"categories":4652},[96,109],{"categories":4654},[109],{"categories":4656},[266],{"categories":4658},[144],{"categories":4660},[109],{"categories":4662},[144],{"categories":4664},[109],{"categories":4666},[96],{"categories":4668},[],{"categories":4670},[144],{"categories":4672},[225],{"categories":4674},[99],{"categories":4676},[96],{"categories":4678},[96],{"categories":4680},[],{"categories":4682},[47],{"categories":4684},[],{"categories":4686},[99],{"categories":4688},[109],{"categories":4690},[144],{"categories":4692},[96],{"categories":4694},[144],{"categories":4696},[99],{"categories":4698},[144],{"categories":4700},[144],{"categories":4702},[],{"categories":4704},[104],{"categories":4706},[109],{"categories":4708},[144],{"categories":4710},[144],{"categories":4712},[144],{"categories":4714},[144],{"categories":4716},[144],{"categories":4718},[144],{"categories":4720},[144],{"categories":4722},[144],{"categories":4724},[144],{"categories":4726},[144],{"categories":4728},[147],{"categories":4730},[99],{"categories":4732},[96],{"categories":4734},[96],{"categories":4736},[109],{"categories":4738},[109],{"categories":4740},[],{"categories":4742},[96],{"categories":4744},[96,99],{"categories":4746},[],{"categories":4748},[109],{"categories":4750},[96],{"categories":4752},[144],{"categories":4754},[109],{"categories":4756},[894],{"categories":4758},[96],{"categories":4760},[96],{"categories":4762},[96],{"categories":4764},[96],{"categories":4766},[96],{"categories":4768},[360],{"categories":4770},[96],{"categories":4772},[96],{"categories":4774},[109],{"categories":4776},[96],{"categories":4778},[96],{"categories":4780},[104],{"categories":4782},[112],{"categories":4784},[109],{"categories":4786},[109],{"categories":4788},[],{"categories":4790},[109],{"categories":4792},[196],{"categories":4794},[144],{"categories":4796},[96],{"categories":4798},[],{"categories":4800},[112],{"categories":4802},[],{"categories":4804},[47],{"categories":4806},[96],{"categories":4808},[109],{"categories":4810},[196],{"categories":4812},[96],{"categories":4814},[],{"categories":4816},[96],{"categories":4818},[96],{"categories":4820},[],{"categories":4822},[225],{"categories":4824},[96],{"categories":4826},[109],{"categories":4828},[],{"categories":4830},[],{"categories":4832},[144],{"categories":4834},[99],{"categories":4836},[96],{"categories":4838},[96],{"categories":4840},[104],{"categories":4842},[96],{"categories":4844},[96],{"categories":4846},[109],{"categories":4848},[96],{"categories":4850},[104],{"categories":4852},[104],{"categories":4854},[196],{"categories":4856},[],{"categories":4858},[96],{"categories":4860},[144],{"categories":4862},[],{"categories":4864},[96],{"categories":4866},[96],{"categories":4868},[196],{"categories":4870},[96],{"categories":4872},[96],{"categories":4874},[225],{"categories":4876},[96],{"categories":4878},[266],{"categories":4880},[],{"categories":4882},[109],{"categories":4884},[96],{"categories":4886},[225],{"categories":4888},[47],{"categories":4890},[],{"categories":4892},[96],{"categories":4894},[],{"categories":4896},[109],{"categories":4898},[196],{"categories":4900},[47],{"categories":4902},[],{"categories":4904},[3118],{"categories":4906},[104],{"categories":4908},[99],{"categories":4910},[96],{"categories":4912},[147],{"categories":4914},[109],{"categories":4916},[196],{"categories":4918},[96],{"categories":4920},[47],{"categories":4922},[],{"categories":4924},[],{"categories":4926},[96],{"categories":4928},[99],{"categories":4930},[96],{"categories":4932},[225],{"categories":4934},[],{"categories":4936},[109],{"categories":4938},[109],{"categories":4940},[96],{"categories":4942},[109],{"categories":4944},[96],{"categories":4946},[144],{"categories":4948},[47],{"categories":4950},[96],{"categories":4952},[109],{"categories":4954},[112],{"categories":4956},[96],{"categories":4958},[96],{"categories":4960},[96],{"categories":4962},[109],{"categories":4964},[96],{"categories":4966},[112],{"categories":4968},[225],{"categories":4970},[144],{"categories":4972},[],{"categories":4974},[225],{"categories":4976},[96],{"categories":4978},[],{"categories":4980},[47],{"categories":4982},[109],{"categories":4984},[],{"categories":4986},[96],{"categories":4988},[96],{"categories":4990},[96],{"categories":4992},[96],{"categories":4994},[96],{"categories":4996},[109],{"categories":4998},[104],{"categories":5000},[99],{"categories":5002},[109],{"categories":5004},[96],{"categories":5006},[196],{"categories":5008},[47],{"categories":5010},[47],{"categories":5012},[96],{"categories":5014},[147],{"categories":5016},[109],{"categories":5018},[96],{"categories":5020},[96],{"categories":5022},[109],{"categories":5024},[96],{"categories":5026},[96],{"categories":5028},[109],{"categories":5030},[104],{"categories":5032},[96],{"categories":5034},[196],{"categories":5036},[47],{"categories":5038},[109],{"categories":5040},[96],{"categories":5042},[112],{"categories":5044},[96],{"categories":5046},[109],{"categories":5048},[96],{"categories":5050},[96],{"categories":5052},[144],{"categories":5054},[96],{"categories":5056},[],{"categories":5058},[99],{"categories":5060},[96],{"categories":5062},[96],{"categories":5064},[96],{"categories":5066},[47],{"categories":5068},[47],{"categories":5070},[96],{"categories":5072},[47],{"categories":5074},[96],{"categories":5076},[109],{"categories":5078},[96],{"categories":5080},[96],{"categories":5082},[96],{"categories":5084},[96],{"categories":5086},[96],{"categories":5088},[],{"categories":5090},[96],{"categories":5092},[196],{"categories":5094},[109],{"categories":5096},[104],{"categories":5098},[144],{"categories":5100},[96],{"categories":5102},[109],{"categories":5104},[96],{"categories":5106},[109],{"categories":5108},[96],{"categories":5110},[96],{"categories":5112},[196],{"categories":5114},[109],{"categories":5116},[96],{"categories":5118},[225],{"categories":5120},[96],{"categories":5122},[147],{"categories":5124},[96],{"categories":5126},[96],{"categories":5128},[144],{"categories":5130},[96],{"categories":5132},[96],{"categories":5134},[96],{"categories":5136},[96],{"categories":5138},[109],{"categories":5140},[266],{"categories":5142},[96],{"categories":5144},[47],{"categories":5146},[109],{"categories":5148},[147],{"categories":5150},[],{"categories":5152},[109],{"categories":5154},[47],{"categories":5156},[96],{"categories":5158},[96],{"categories":5160},[2315],{"categories":5162},[196],{"categories":5164},[295],{"categories":5166},[96],{"categories":5168},[96],{"categories":5170},[96],{"categories":5172},[96],{"categories":5174},[99],{"categories":5176},[96],{"categories":5178},[96],{"categories":5180},[47],{"categories":5182},[104],{"categories":5184},[96],{"categories":5186},[47],{"categories":5188},[96],{"categories":5190},[],{"categories":5192},[109],{"categories":5194},[109],{"categories":5196},[96],{"categories":5198},[96],{"categories":5200},[96],{"categories":5202},[147],{"categories":5204},[],{"categories":5206},[144],{"categories":5208},[],{"categories":5210},[144],{"categories":5212},[96],{"categories":5214},[96],{"categories":5216},[109],{"categories":5218},[96],{"categories":5220},[109],{"categories":5222},[109],{"categories":5224},[],{"categories":5226},[96],{"categories":5228},[144],{"categories":5230},[96],{"categories":5232},[],{"categories":5234},[96],{"categories":5236},[96],{"categories":5238},[],{"categories":5240},[96],{"categories":5242},[96],{"categories":5244},[196],{"categories":5246},[47],{"categories":5248},[109],{"categories":5250},[96],{"categories":5252},[96],{"categories":5254},[96],{"categories":5256},[96],{"categories":5258},[225],{"categories":5260},[96],{"categories":5262},[96],{"categories":5264},[96],{"categories":5266},[99],{"categories":5268},[96],{"categories":5270},[96],{"categories":5272},[],{"categories":5274},[96],{"categories":5276},[96],{"categories":5278},[96],{"categories":5280},[],{"categories":5282},[99],{"categories":5284},[96],{"categories":5286},[96],{"categories":5288},[144],{"categories":5290},[47],{"categories":5292},[112],{"categories":5294},[109],{"categories":5296},[439],{"categories":5298},[96],{"categories":5300},[96],{"categories":5302},[96],{"categories":5304},[47],{"categories":5306},[144],{"categories":5308},[196],{"categories":5310},[96],{"categories":5312},[96],{"categories":5314},[96],{"categories":5316},[96],{"categories":5318},[144],{"categories":5320},[96],{"categories":5322},[196],{"categories":5324},[96],{"categories":5326},[96],{"categories":5328},[144],{"categories":5330},[196],{"categories":5332},[96],{"categories":5334},[144],{"categories":5336},[96],{"categories":5338},[109],{"categories":5340},[109],{"categories":5342},[109],{"categories":5344},[47],{"categories":5346},[144],{"categories":5348},[109],{"categories":5350},[109],{"categories":5352},[96],{"categories":5354},[47],{"categories":5356},[196],{"categories":5358},[96],{"categories":5360},[96],{"categories":5362},[109],{"categories":5364},[96],{"categories":5366},[],{"categories":5368},[109],{"categories":5370},[],{"categories":5372},[96],{"categories":5374},[96],{"categories":5376},[],{"categories":5378},[],{"categories":5380},[109],{"categories":5382},[104],{"categories":5384},[109],{"categories":5386},[5387],"Liability & Ethics",{"categories":5389},[96],{"categories":5391},[96],{"categories":5393},[96],{"categories":5395},[109],{"categories":5397},[99],{"categories":5399},[109],{"categories":5401},[104],{"categories":5403},[225],{"categories":5405},[109],{"categories":5407},[96],{"categories":5409},[96],{"categories":5411},[],{"categories":5413},[544],{"categories":5415},[109],{"categories":5417},[],{"categories":5419},[96],{"categories":5421},[99],{"categories":5423},[109],{"categories":5425},[],{"categories":5427},[109],{"categories":5429},[96],{"categories":5431},[96],{"categories":5433},[47],{"categories":5435},[96],{"categories":5437},[144],{"categories":5439},[96],{"categories":5441},[96],{"categories":5443},[112],{"categories":5445},[109],{"categories":5447},[96],{"categories":5449},[96],{"categories":5451},[96],{"categories":5453},[144],{"categories":5455},[109],{"categories":5457},[47],{"categories":5459},[196],{"categories":5461},[99],{"categories":5463},[96],{"categories":5465},[96],{"categories":5467},[96],{"categories":5469},[],{"categories":5471},[109],{"categories":5473},[109],{"categories":5475},[109],{"categories":5477},[439],{"categories":5479},[196],{"categories":5481},[109],{"categories":5483},[266],{"categories":5485},[47],{"categories":5487},[144],{"categories":5489},[96],{"categories":5491},[196],{"categories":5493},[96],{"categories":5495},[99],{"categories":5497},[],{"categories":5499},[109],{"categories":5501},[96],{"categories":5503},[96],{"categories":5505},[96],{"categories":5507},[96],{"categories":5509},[109],{"categories":5511},[96],{"categories":5513},[96],{"categories":5515},[196],{"categories":5517},[],{"categories":5519},[109],{"categories":5521},[112],{"categories":5523},[144],{"categories":5525},[109],{"categories":5527},[104],{"categories":5529},[],{"categories":5531},[96],{"categories":5533},[96],{"categories":5535},[112],{"categories":5537},[96],{"categories":5539},[109],{"categories":5541},[144],{"categories":5543},[99],{"categories":5545},[266],{"categories":5547},[96],{"categories":5549},[96],{"categories":5551},[96],{"categories":5553},[144],{"categories":5555},[104],{"categories":5557},[96],{"categories":5559},[196],{"categories":5561},[144],{"categories":5563},[266],{"categories":5565},[96],{"categories":5567},[109],{"categories":5569},[],{"categories":5571},[498],{"categories":5573},[],{"categories":5575},[96],{"categories":5577},[266],{"categories":5579},[96],{"categories":5581},[147],{"categories":5583},[96],{"categories":5585},[109],{"categories":5587},[109],{"categories":5589},[5590],"Design News & Tools",{"categories":5592},[96],{"categories":5594},[96],{"categories":5596},[144],{"categories":5598},[96],{"categories":5600},[96],{"categories":5602},[99],{"categories":5604},[109],{"categories":5606},[96],{"categories":5608},[196],{"categories":5610},[109],{"categories":5612},[109],{"categories":5614},[196],{"categories":5616},[96],{"categories":5618},[96],{"categories":5620},[439],{"categories":5622},[109],{"categories":5624},[96],{"categories":5626},[96],{"categories":5628},[439],{"categories":5630},[96],{"categories":5632},[225],{"categories":5634},[96],{"categories":5636},[109],{"categories":5638},[],{"categories":5640},[96],{"categories":5642},[96],{"categories":5644},[96],{"categories":5646},[144],{"categories":5648},[96],{"categories":5650},[99],{"categories":5652},[],{"categories":5654},[96],{"categories":5656},[96],{"categories":5658},[96],{"categories":5660},[47],{"categories":5662},[569],{"categories":5664},[47],{"categories":5666},[196],{"categories":5668},[96],{"categories":5670},[96,109],{"categories":5672},[225,104],{"categories":5674},[47],{"categories":5676},[96],{"categories":5678},[96],{"categories":5680},[96],{"categories":5682},[96],{"categories":5684},[],{"categories":5686},[109],{"categories":5688},[96],{"categories":5690},[],{"categories":5692},[96],{"categories":5694},[47],{"categories":5696},[96],{"categories":5698},[47],{"categories":5700},[],{"categories":5702},[109],{"categories":5704},[96],{"categories":5706},[104],{"categories":5708},[96],{"categories":5710},[144],{"categories":5712},[96],{"categories":5714},[],{"categories":5716},[109],{"categories":5718},[96],{"categories":5720},[],{"categories":5722},[196],{"categories":5724},[96],{"categories":5726},[96],{"categories":5728},[109],{"categories":5730},[96],{"categories":5732},[96],{"categories":5734},[99],{"categories":5736},[109],{"categories":5738},[96],{"categories":5740},[],{"categories":5742},[96],{"categories":5744},[266],{"categories":5746},[225],{"categories":5748},[104],{"categories":5750},[104],{"categories":5752},[96],{"categories":5754},[99],{"categories":5756},[99],{"categories":5758},[96],{"categories":5760},[109],{"categories":5762},[96],{"categories":5764},[96],{"categories":5766},[96],{"categories":5768},[96],{"categories":5770},[47],{"categories":5772},[96],{"categories":5774},[99],{"categories":5776},[96],{"categories":5778},[96],{"categories":5780},[109],{"categories":5782},[96],{"categories":5784},[225],{"categories":5786},[96],{"categories":5788},[144],{"categories":5790},[96],{"categories":5792},[96],{"categories":5794},[109],{"categories":5796},[112],{"categories":5798},[96],{"categories":5800},[96],{"categories":5802},[109],{"categories":5804},[],{"categories":5806},[47],{"categories":5808},[],{"categories":5810},[47],{"categories":5812},[109],{"categories":5814},[99],{"categories":5816},[96],{"categories":5818},[],{"categories":5820},[147],{"categories":5822},[266],{"categories":5824},[96],{"categories":5826},[47],{"categories":5828},[96],{"categories":5830},[],{"categories":5832},[144],{"categories":5834},[109],{"categories":5836},[47],{"categories":5838},[196],{"categories":5840},[104],{"categories":5842},[96],{"categories":5844},[96],{"categories":5846},[109],{"categories":5848},[47],{"categories":5850},[109],{"categories":5852},[144],{"categories":5854},[96],{"categories":5856},[112],{"categories":5858},[99],{"categories":5860},[112],{"categories":5862},[144],{"categories":5864},[96],{"categories":5866},[47],{"categories":5868},[96],{"categories":5870},[196],{"categories":5872},[104],{"categories":5874},[96],{"categories":5876},[96],{"categories":5878},[96],{"categories":5880},[96],{"categories":5882},[96],{"categories":5884},[96],{"categories":5886},[109],{"categories":5888},[96],{"categories":5890},[109],{"categories":5892},[96],{"categories":5894},[96],{"categories":5896},[99],{"categories":5898},[96],{"categories":5900},[109],{"categories":5902},[109],{"categories":5904},[196],{"categories":5906},[109],{"categories":5908},[109],{"categories":5910},[96],{"categories":5912},[99],{"categories":5914},[109],{"categories":5916},[196],{"categories":5918},[],{"categories":5920},[96],{"categories":5922},[147],{"categories":5924},[439],{"categories":5926},[96],{"categories":5928},[109],{"categories":5930},[96],{"categories":5932},[96],{"categories":5934},[47],{"categories":5936},[96],{"categories":5938},[],{"categories":5940},[96],{"categories":5942},[109],{"categories":5944},[96],{"categories":5946},[225],{"categories":5948},[96],{"categories":5950},[47],{"categories":5952},[96],{"categories":5954},[144],{"categories":5956},[109],{"categories":5958},[96],{"categories":5960},[225],{"categories":5962},[109],{"categories":5964},[104],{"categories":5966},[104],{"categories":5968},[96],{"categories":5970},[96],{"categories":5972},[96],{"categories":5974},[96],{"categories":5976},[96],{"categories":5978},[96],{"categories":5980},[99],{"categories":5982},[],{"categories":5984},[96],{"categories":5986},[96],{"categories":5988},[109],{"categories":5990},[109],{"categories":5992},[96],{"categories":5994},[96],{"categories":5996},[96],{"categories":5998},[96],{"categories":6000},[96],{"categories":6002},[47],{"categories":6004},[],{"categories":6006},[99],{"categories":6008},[96],{"categories":6010},[96],{"categories":6012},[109],{"categories":6014},[109],{"categories":6016},[],{"categories":6018},[47],{"categories":6020},[47],{"categories":6022},[96],{"categories":6024},[225],{"categories":6026},[104],{"categories":6028},[196],{"categories":6030},[],{"categories":6032},[96],{"categories":6034},[109],{"categories":6036},[99],{"categories":6038},[96],{"categories":6040},[96],{"categories":6042},[47],{"categories":6044},[99],{"categories":6046},[96],{"categories":6048},[96],{"categories":6050},[144],{"categories":6052},[147],{"categories":6054},[96],{"categories":6056},[144],{"categories":6058},[109],{"categories":6060},[96],{"categories":6062},[],{"categories":6064},[144],{"categories":6066},[109],{"categories":6068},[196],{"categories":6070},[147],{"categories":6072},[96],{"categories":6074},[96],{"categories":6076},[],{"categories":6078},[109],{"categories":6080},[109],{"categories":6082},[109],{"categories":6084},[3118],{"categories":6086},[144],{"categories":6088},[96],{"categories":6090},[47],{"categories":6092},[96],{"categories":6094},[96],{"categories":6096},[96],{"categories":6098},[96],{"categories":6100},[96],{"categories":6102},[104],{"categories":6104},[96],{"categories":6106},[99],{"categories":6108},[1781],{"categories":6110},[266],{"categories":6112},[99],{"categories":6114},[],{"categories":6116},[96],{"categories":6118},[],{"categories":6120},[144],{"categories":6122},[109],{"categories":6124},[196],{"categories":6126},[96],{"categories":6128},[96],{"categories":6130},[96],{"categories":6132},[144],{"categories":6134},[],{"categories":6136},[109],{"categories":6138},[96],{"categories":6140},[109],{"categories":6142},[109],{"categories":6144},[],{"categories":6146},[96],{"categories":6148},[],{"categories":6150},[144],{"categories":6152},[99],{"categories":6154},[196],{"categories":6156},[96],{"categories":6158},[109],{"categories":6160},[144],{"categories":6162},[96],{"categories":6164},[144],{"categories":6166},[],{"categories":6168},[144],{"categories":6170},[96],{"categories":6172},[99],{"categories":6174},[439],{"categories":6176},[109],{"categories":6178},[96],{"categories":6180},[],{"categories":6182},[47],{"categories":6184},[109],{"categories":6186},[112],{"categories":6188},[109],{"categories":6190},[99],{"categories":6192},[96],{"categories":6194},[96],{"categories":6196},[],{"categories":6198},[],{"categories":6200},[],{"categories":6202},[196],{"categories":6204},[96],{"categories":6206},[109],{"categories":6208},[96],{"categories":6210},[96],{"categories":6212},[],{"categories":6214},[],{"categories":6216},[],{"categories":6218},[96],{"categories":6220},[109],{"categories":6222},[196],{"categories":6224},[96],{"categories":6226},[],{"categories":6228},[109],{"categories":6230},[96],{"categories":6232},[96],{"categories":6234},[99],{"categories":6236},[],{"categories":6238},[],{"categories":6240},[96],{"categories":6242},[96],{"categories":6244},[109],{"categories":6246},[196],{"categories":6248},[96],{"categories":6250},[144],{"categories":6252},[],{"categories":6254},[96],{"categories":6256},[96],{"categories":6258},[225],{"categories":6260},[144],{"categories":6262},[225],{"categories":6264},[147],{"categories":6266},[96],{"categories":6268},[96],{"categories":6270},[],{"categories":6272},[],{"categories":6274},[109],{"categories":6276},[],{"categories":6278},[96],{"categories":6280},[439],{"categories":6282},[96],{"categories":6284},[96],{"categories":6286},[96],{"categories":6288},[96],{"categories":6290},[],{"categories":6292},[109],{"categories":6294},[96],{"categories":6296},[96],{"categories":6298},[],{"categories":6300},[109],{"categories":6302},[96],{"categories":6304},[144],{"categories":6306},[96],{"categories":6308},[225],{"categories":6310},[104],{"categories":6312},[112],{"categories":6314},[96],{"categories":6316},[96],{"categories":6318},[109],{"categories":6320},[147],{"categories":6322},[109],{"categories":6324},[109],{"categories":6326},[],{"categories":6328},[96],{"categories":6330},[109],{"categories":6332},[],{"categories":6334},[96],{"categories":6336},[],{"categories":6338},[144],{"categories":6340},[104],{"categories":6342},[],{"categories":6344},[96],{"categories":6346},[96],{"categories":6348},[96],{"categories":6350},[],{"categories":6352},[109],{"categories":6354},[196],{"categories":6356},[99],{"categories":6358},[96],{"categories":6360},[],{"categories":6362},[104],{"categories":6364},[225],{"categories":6366},[96],{"categories":6368},[47],{"categories":6370},[99],{"categories":6372},[147],{"categories":6374},[104],{"categories":6376},[47],{"categories":6378},[109],{"categories":6380},[47],{"categories":6382},[],{"categories":6384},[96],{"categories":6386},[112],{"categories":6388},[96],{"categories":6390},[],{"categories":6392},[109],{"categories":6394},[99],{"categories":6396},[196],{"categories":6398},[96],{"categories":6400},[99],{"categories":6402},[109],{"categories":6404},[266],{"categories":6406},[96],{"categories":6408},[96],{"categories":6410},[96],{"categories":6412},[96],{"categories":6414},[96],{"categories":6416},[99],{"categories":6418},[96],{"categories":6420},[47],{"categories":6422},[147],{"categories":6424},[109],{"categories":6426},[],{"categories":6428},[96],{"categories":6430},[96],{"categories":6432},[96],{"categories":6434},[47],{"categories":6436},[109],{"categories":6438},[144],{"categories":6440},[47],{"categories":6442},[96],{"categories":6444},[112],{"categories":6446},[],{"categories":6448},[196],{"categories":6450},[47],{"categories":6452},[144],{"categories":6454},[96],{"categories":6456},[99],{"categories":6458},[109],{"categories":6460},[96],{"categories":6462},[96],{"categories":6464},[109],{"categories":6466},[112],{"categories":6468},[96],{"categories":6470},[109],{"categories":6472},[96],{"categories":6474},[104],{"categories":6476},[109],{"categories":6478},[109,266],{"categories":6480},[96],{"categories":6482},[96],{"categories":6484},[109],{"categories":6486},[47],{"categories":6488},[96],{"categories":6490},[96],{"categories":6492},[147],{"categories":6494},[109],{"categories":6496},[225],{"categories":6498},[109],{"categories":6500},[104],{"categories":6502},[],{"categories":6504},[109],{"categories":6506},[96],{"categories":6508},[104],{"categories":6510},[],{"categories":6512},[],{"categories":6514},[47],{"categories":6516},[96],{"categories":6518},[96],{"categories":6520},[109],{"categories":6522},[147],{"categories":6524},[225],{"categories":6526},[96],{"categories":6528},[96],{"categories":6530},[96],{"categories":6532},[109],{"categories":6534},[],{"categories":6536},[109],{"categories":6538},[144],{"categories":6540},[96],{"categories":6542},[109],{"categories":6544},[109],{"categories":6546},[96],{"categories":6548},[],{"categories":6550},[144],{"categories":6552},[47],{"categories":6554},[3118],{"categories":6556},[99],{"categories":6558},[47],{"categories":6560},[96],{"categories":6562},[109],{"categories":6564},[96],{"categories":6566},[96],{"categories":6568},[225],{"categories":6570},[47],{"categories":6572},[147],{"categories":6574},[],{"categories":6576},[144],{"categories":6578},[96],{"categories":6580},[96],{"categories":6582},[],{"categories":6584},[109],{"categories":6586},[96],{"categories":6588},[96],{"categories":6590},[96],{"categories":6592},[96],{"categories":6594},[109],{"categories":6596},[96],{"categories":6598},[96],{"categories":6600},[96],{"categories":6602},[112],{"categories":6604},[96],{"categories":6606},[109],{"categories":6608},[96],{"categories":6610},[96],{"categories":6612},[96],{"categories":6614},[96],{"categories":6616},[96],{"categories":6618},[96],{"categories":6620},[96],{"categories":6622},[104],{"categories":6624},[],{"categories":6626},[112],{"categories":6628},[144],{"categories":6630},[109],{"categories":6632},[96],{"categories":6634},[47],{"categories":6636},[],{"categories":6638},[47],{"categories":6640},[47],{"categories":6642},[109],{"categories":6644},[47],{"categories":6646},[96],{"categories":6648},[96],{"categories":6650},[96],{"categories":6652},[109],{"categories":6654},[47],{"categories":6656},[96],{"categories":6658},[96],{"categories":6660},[96],{"categories":6662},[109],{"categories":6664},[144],{"categories":6666},[96],{"categories":6668},[96],{"categories":6670},[96],{"categories":6672},[104],{"categories":6674},[96],{"categories":6676},[109],{"categories":6678},[196],{"categories":6680},[],{"categories":6682},[96],{"categories":6684},[147],{"categories":6686},[109],{"categories":6688},[96],{"categories":6690},[96],{"categories":6692},[],{"categories":6694},[96],{"categories":6696},[96],{"categories":6698},[144],{"categories":6700},[96],{"categories":6702},[96],{"categories":6704},[109],{"categories":6706},[225],{"categories":6708},[],{"categories":6710},[],{"categories":6712},[47],{"categories":6714},[96],{"categories":6716},[96],{"categories":6718},[144],{"categories":6720},[96],{"categories":6722},[47],{"categories":6724},[144],{"categories":6726},[96],{"categories":6728},[96],{"categories":6730},[225],{"categories":6732},[147],{"categories":6734},[96],{"categories":6736},[96],{"categories":6738},[99],{"categories":6740},[109],{"categories":6742},[96],{"categories":6744},[96],{"categories":6746},[109],{"categories":6748},[104],{"categories":6750},[109],{"categories":6752},[47],{"categories":6754},[96],{"categories":6756},[104],{"categories":6758},[],{"categories":6760},[96],{"categories":6762},[147],{"categories":6764},[96],{"categories":6766},[96],{"categories":6768},[],{"categories":6770},[144],{"categories":6772},[96],{"categories":6774},[109],{"categories":6776},[147],{"categories":6778},[96],{"categories":6780},[47],{"categories":6782},[47],{"categories":6784},[47],{"categories":6786},[96],{"categories":6788},[109],{"categories":6790},[109],{"categories":6792},[96],{"categories":6794},[109],{"categories":6796},[96],{"categories":6798},[96],{"categories":6800},[196],{"categories":6802},[147],{"categories":6804},[147],{"categories":6806},[],{"categories":6808},[144],{"categories":6810},[96],{"categories":6812},[96],{"categories":6814},[47],{"categories":6816},[],{"categories":6818},[144],{"categories":6820},[144],{"categories":6822},[144],{"categories":6824},[],{"categories":6826},[109],{"categories":6828},[96],{"categories":6830},[],{"categories":6832},[99],{"categories":6834},[104],{"categories":6836},[],{"categories":6838},[96],{"categories":6840},[96],{"categories":6842},[],{"categories":6844},[47],{"categories":6846},[],{"categories":6848},[],{"categories":6850},[],{"categories":6852},[],{"categories":6854},[96],{"categories":6856},[144],{"categories":6858},[],{"categories":6860},[],{"categories":6862},[96],{"categories":6864},[96],{"categories":6866},[96],{"categories":6868},[147],{"categories":6870},[96],{"categories":6872},[147],{"categories":6874},[],{"categories":6876},[147],{"categories":6878},[147],{"categories":6880},[266],{"categories":6882},[109],{"categories":6884},[47],{"categories":6886},[],{"categories":6888},[],{"categories":6890},[147],{"categories":6892},[47],{"categories":6894},[47],{"categories":6896},[47],{"categories":6898},[],{"categories":6900},[99],{"categories":6902},[47],{"categories":6904},[47],{"categories":6906},[99],{"categories":6908},[47],{"categories":6910},[104],{"categories":6912},[47],{"categories":6914},[47],{"categories":6916},[47],{"categories":6918},[147],{"categories":6920},[144],{"categories":6922},[144],{"categories":6924},[96],{"categories":6926},[47],{"categories":6928},[147],{"categories":6930},[266],{"categories":6932},[147],{"categories":6934},[147],{"categories":6936},[147],{"categories":6938},[],{"categories":6940},[104],{"categories":6942},[],{"categories":6944},[266],{"categories":6946},[47],{"categories":6948},[47],{"categories":6950},[47],{"categories":6952},[109],{"categories":6954},[144,104],{"categories":6956},[147],{"categories":6958},[],{"categories":6960},[],{"categories":6962},[147],{"categories":6964},[],{"categories":6966},[147],{"categories":6968},[144],{"categories":6970},[109],{"categories":6972},[],{"categories":6974},[47],{"categories":6976},[96],{"categories":6978},[196],{"categories":6980},[],{"categories":6982},[96],{"categories":6984},[],{"categories":6986},[144],{"categories":6988},[99],{"categories":6990},[147],{"categories":6992},[],{"categories":6994},[47],{"categories":6996},[144],[6998,7153,7251,7329],{"id":6999,"title":7000,"ai":7001,"body":7006,"categories":7122,"created_at":48,"date_modified":48,"description":40,"extension":49,"faq":48,"featured":50,"kicker_label":48,"meta":7123,"navigation":72,"path":7137,"published_at":7138,"question":48,"scraped_at":7139,"seo":7140,"sitemap":7141,"source_id":7142,"source_name":79,"source_type":80,"source_url":7143,"stem":7144,"tags":7145,"thumbnail_url":48,"tldr":7149,"tweet":7150,"unknown_tags":7151,"__hash__":7152},"summaries\u002Fsummaries\u002F50ff70fbbfa8ab2e-architecting-secure-serverless-ai-apps-on-google-c-summary.md","Architecting Secure, Serverless AI Apps on Google Cloud",{"provider":7,"model":8,"input_tokens":7002,"output_tokens":7003,"processing_time_ms":7004,"cost_usd":7005},5372,818,4195,0.00257,{"type":14,"value":7007,"toc":7117},[7008,7012,7015,7065,7069,7079,7089,7093,7096],[17,7009,7011],{"id":7010},"the-three-pillars-of-ai-ready-cloud-architecture","The Three Pillars of AI-Ready Cloud Architecture",[22,7013,7014],{},"When building AI-integrated applications, the goal is to balance developer velocity with enterprise-grade security and model flexibility. The recommended architecture relies on three core pillars:",[7016,7017,7018,7042,7052],"ol",{},[7019,7020,7021,7025,7026,7029,7030,7033,7034,7037,7038,7041],"li",{},[7022,7023,7024],"strong",{},"Verified Security:"," Protect the entire stack by combining ",[7022,7027,7028],{},"Firebase Authentication"," (with Identity Platform) for user management, ",[7022,7031,7032],{},"Firebase App Check"," to ensure requests originate from legitimate app instances, and ",[7022,7035,7036],{},"Apigee"," as a unified API gateway. To secure the AI layer specifically, use ",[7022,7039,7040],{},"Model Armor"," to mitigate risks like prompt injection, sensitive data leakage, and harmful content generation.",[7019,7043,7044,7047,7048,7051],{},[7022,7045,7046],{},"Model Flexibility:"," Avoid vendor lock-in by utilizing ",[7022,7049,7050],{},"Model Garden",". This allows developers to swap between Google’s Gemini, third-party models like Anthropic’s Claude, or custom-trained models via a single API interface. This abstraction ensures the application can evolve as the AI landscape shifts.",[7019,7053,7054,7057,7058,7060,7061,7064],{},[7022,7055,7056],{},"Serverless Scalability:"," Offload infrastructure management by using ",[7022,7059,58],{}," for client-side services and ",[7022,7062,7063],{},"Cloud Run"," for server-side logic. This combination allows for rapid scaling without the overhead of managing Linux servers. Cloud Run’s support for Dart enables a full-stack experience when paired with Flutter.",[17,7066,7068],{"id":7067},"integrating-ai-into-mobile-workflows","Integrating AI into Mobile Workflows",[22,7070,7071,7072,7074,7075,7078],{},"For mobile-first applications, the architecture leverages ",[7022,7073,55],{}," to maintain a single codebase for iOS and Android. Developers can interact with AI models directly from the client using the ",[7022,7076,7077],{},"Firebase AI Logic SDK for Dart",".",[22,7080,7081,7082,7084,7085,7088],{},"For backend-heavy tasks—such as processing stock trades or interfacing with legacy banking systems—the architecture cleanly separates front-end logic from back-end services. ",[7022,7083,7063],{}," handles the validation and heavy lifting, while ",[7022,7086,7087],{},"Cloud Operations Suite"," provides unified observability, allowing teams to monitor logs, API latency, and model performance in a single dashboard.",[17,7090,7092],{"id":7091},"operational-efficiency","Operational Efficiency",[22,7094,7095],{},"Beyond the core AI and backend logic, the Firebase ecosystem provides essential tools to maintain production-grade apps without constant redeployments:",[7097,7098,7099,7105,7111],"ul",{},[7019,7100,7101,7104],{},[7022,7102,7103],{},"Crashlytics & Performance Monitoring:"," Proactively identify and fix app stability and latency issues.",[7019,7106,7107,7110],{},[7022,7108,7109],{},"Remote Config:"," Update application settings and behavior dynamically without requiring a new App Store or Play Store submission.",[7019,7112,7113,7116],{},[7022,7114,7115],{},"Cloud Messaging:"," Enable real-time user alerts for time-sensitive data, such as stock price fluctuations.",{"title":40,"searchDepth":41,"depth":41,"links":7118},[7119,7120,7121],{"id":7010,"depth":41,"text":7011},{"id":7067,"depth":41,"text":7068},{"id":7091,"depth":41,"text":7092},[47],{"content_references":7124,"triage":7135},[7125,7128,7131,7133],{"type":54,"title":58,"url":7126,"context":7127},"https:\u002F\u002Ffirebase.google.com\u002F","recommended",{"type":54,"title":7129,"url":7130,"context":7127},"Google Cloud Run","https:\u002F\u002Fcloud.google.com\u002Frun",{"type":54,"title":7050,"url":7132,"context":7127},"https:\u002F\u002Fcloud.google.com\u002Fmodel-garden",{"type":54,"title":7036,"url":7134,"context":7127},"https:\u002F\u002Fcloud.google.com\u002Fapigee",{"relevance":68,"novelty":69,"quality":69,"actionability":69,"composite":70,"reasoning":7136},"Category: AI & LLMs. The article provides a comprehensive overview of building secure, serverless AI applications, addressing key pain points such as security and scalability, which are critical for developers. It offers actionable insights on using specific tools like Firebase and Cloud Run, making it highly relevant for the target audience.","\u002Fsummaries\u002F50ff70fbbfa8ab2e-architecting-secure-serverless-ai-apps-on-google-c-summary","2026-08-13 19:00:01","2026-08-14 03:21:04",{"title":7000,"description":40},{"loc":7137},"50ff70fbbfa8ab2e","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=_KQmsFIZVYw","summaries\u002F50ff70fbbfa8ab2e-architecting-secure-serverless-ai-apps-on-google-c-summary",[7146,7147,84,7148],"ai-llms","serverless","cloud-architecture","Build scalable AI-powered mobile apps by combining Flutter for the frontend, Firebase for managed services, and Google Cloud for backend heavy lifting, while prioritizing security through model-level protections.","A Google Cloud engineer outlines a reference architecture for building AI-integrated mobile apps using a \"serverless\" stack. The video maps specific Google services—like [Firebase](https:\u002F\u002Ffirebase.google.com), [Cloud Run](https:\u002F\u002Fcloud.google.com\u002Frun), and [Model Garden](https:\u002F\u002Fcloud.google.com\u002Fvertex-ai\u002Fgenerative-ai\u002Fdocs\u002Fmodel-garden)—to common enterprise requirements like authentication, API security, and model flexibility.",[7146,7147,84,7148],"PvSO7l38SWg-8tbZOOjcG3uXhqwNzkba3ribZ-b36HY",{"id":7154,"title":7155,"ai":7156,"body":7161,"categories":7213,"created_at":48,"date_modified":48,"description":40,"extension":49,"faq":48,"featured":50,"kicker_label":48,"meta":7214,"navigation":72,"path":7233,"published_at":7234,"question":48,"scraped_at":7235,"seo":7236,"sitemap":7237,"source_id":7238,"source_name":7239,"source_type":80,"source_url":7240,"stem":7241,"tags":7242,"thumbnail_url":7246,"tldr":7247,"tweet":7248,"unknown_tags":7249,"__hash__":7250},"summaries\u002Fsummaries\u002F66599604f19287d9-building-scroll-driven-interactive-web-experiences-summary.md","Building Scroll-Driven Interactive Web Experiences with AI",{"provider":7,"model":8,"input_tokens":7157,"output_tokens":7158,"processing_time_ms":7159,"cost_usd":7160},8348,717,4036,0.0031625,{"type":14,"value":7162,"toc":7208},[7163,7167,7178,7182,7197,7201],[17,7164,7166],{"id":7165},"the-workflow-from-asset-generation-to-scroll-triggered-ui","The Workflow: From Asset Generation to Scroll-Triggered UI",[22,7168,7169,7170,7173,7174,7177],{},"To build a high-end, interactive web experience, the author employs a multi-stage AI workflow that bridges visual generation with frontend implementation. The process begins by using ",[7022,7171,7172],{},"Higgsfield AI"," to generate specific visual assets—in this case, an iPhone and its internal components—using a reference image. Once the base images are created, ",[7022,7175,7176],{},"Kling AI"," is used to generate a video sequence where the phone breaks apart into its constituent parts.",[17,7179,7181],{"id":7180},"bridging-design-and-code","Bridging Design and Code",[22,7183,7184,7185,7188,7189,7192,7193,7196],{},"The core technical challenge is transforming a static video file into a scroll-controlled interaction. The author uses ",[7022,7186,7187],{},"Claude Design"," to generate the initial landing page layout, then transitions to ",[7022,7190,7191],{},"Claude Code"," to handle the implementation. Because standard video files do not allow for precise synchronization between scrolling and specific visual states, the author uses ",[7022,7194,7195],{},"FFmpeg"," to decompose the MP4 into individual frames. This allows the code to map specific scroll positions to specific frames, enabling the user to scrub through the animation by scrolling up or down.",[17,7198,7200],{"id":7199},"iterative-refinement-and-deployment","Iterative Refinement and Deployment",[22,7202,7203,7204,7207],{},"The final phase involves refining the UI through iterative prompting. The author addresses visual issues—such as harsh shadows and element sizing—by providing screenshots back to the AI agent to guide visual adjustments. The process concludes by adding an 'onload' animation for polish and a reverse-scroll logic that snaps the phone back to its center state once the animation sequence completes. Finally, the project is deployed via ",[7022,7205,7206],{},"Vercel"," to create a live, shareable URL.",{"title":40,"searchDepth":41,"depth":41,"links":7209},[7210,7211,7212],{"id":7165,"depth":41,"text":7166},{"id":7180,"depth":41,"text":7181},{"id":7199,"depth":41,"text":7200},[856],{"content_references":7215,"triage":7230},[7216,7218,7220,7222,7225,7227],{"type":54,"title":7172,"url":7217,"context":7127},"https:\u002F\u002Fhiggsfield.ai\u002F",{"type":54,"title":7176,"url":7219,"context":7127},"https:\u002F\u002Fklingai.com\u002F",{"type":54,"title":7187,"url":7221,"context":7127},"https:\u002F\u002Fclaude.ai\u002Fdesign",{"type":54,"title":7195,"url":7223,"context":7224},"https:\u002F\u002Fffmpeg.org\u002F","cited",{"type":54,"title":7206,"url":7226,"context":7127},"https:\u002F\u002Fvercel.com\u002F",{"type":54,"title":7228,"url":7229,"context":56},"Mobbin","http:\u002F\u002Fmobbin.com\u002Fuicollective",{"relevance":68,"novelty":69,"quality":69,"actionability":68,"composite":7231,"reasoning":7232},4.55,"Category: Generative UI & Design-to-Code. This article provides a detailed workflow for creating interactive web experiences using AI-generated assets and coding techniques, addressing specific pain points for designers working with generative UI. The step-by-step guidance on transforming video files into scroll-triggered interactions is immediately actionable for the target audience.","\u002Fsummaries\u002F66599604f19287d9-building-scroll-driven-interactive-web-experiences-summary","2026-06-23 13:04:23","2026-06-29 14:45:26",{"title":7155,"description":40},{"loc":7233},"66599604f19287d9","UI Collective","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=l7G97gNyM8k","summaries\u002F66599604f19287d9-building-scroll-driven-interactive-web-experiences-summary",[7243,87,7244,7245],"ai-ux","design-to-code","ai-agents","https:\u002F\u002Fi.ytimg.com\u002Fvi\u002Fl7G97gNyM8k\u002Fhqdefault.jpg","Create high-end, Apple-style scroll-triggered animations by combining AI-generated video assets, frame-by-frame decomposition, and AI-assisted coding.","This video demonstrates a workflow for creating a scroll-triggered \"exploded view\" animation of a product. The creator uses [Higgsfield](https:\u002F\u002Fhiggsfield.ai\u002F) to generate images and video, [Claude Design](https:\u002F\u002Fclaude.ai\u002Fdesign) to mock up the landing page layout, and [Claude Code](https:\u002F\u002Fclaude.com\u002Fclaude-code) to implement the code, including using FFmpeg to break the video into frames for scroll-based control.",[],"QoEzGGpk18uSediFUoMzMp9eFGhNebQbM3dBzrWFALk",{"id":7252,"title":7253,"ai":7254,"body":7259,"categories":7302,"created_at":48,"date_modified":48,"description":40,"extension":49,"faq":48,"featured":50,"kicker_label":48,"meta":7303,"navigation":72,"path":7313,"published_at":7314,"question":48,"scraped_at":7315,"seo":7316,"sitemap":7317,"source_id":7318,"source_name":79,"source_type":80,"source_url":7319,"stem":7320,"tags":7321,"thumbnail_url":7324,"tldr":7325,"tweet":7326,"unknown_tags":7327,"__hash__":7328},"summaries\u002Fsummaries\u002F651fed1d5a363187-building-dynamic-experiences-with-genui-and-agenti-summary.md","Building Dynamic Experiences with GenUI and Agentic Workflows",{"provider":7,"model":8,"input_tokens":7255,"output_tokens":7256,"processing_time_ms":7257,"cost_usd":7258},4547,507,3057,0.00189725,{"type":14,"value":7260,"toc":7298},[7261,7265,7268,7272,7275,7295],[17,7262,7264],{"id":7263},"the-shift-to-agent-to-ui-a2ui","The Shift to Agent-to-UI (A2UI)",[22,7266,7267],{},"GenUI, or Agent-to-UI, represents a shift from static application interfaces to dynamic, on-demand experiences. Instead of developers hard-coding every possible screen, the application uses an AI agent (in this case, Gemini) to negotiate content with the user and then assemble the UI components in real-time. This allows the application to adapt to individual user preferences, such as customizing a coffee latte design based on a user's specific \"happy place\" description.",[17,7269,7271],{"id":7270},"practical-implementation-and-personalization","Practical Implementation and Personalization",[22,7273,7274],{},"The GenLatte demo illustrates how this paradigm functions in a production-like environment using Flutter and Firebase. The workflow involves three distinct stages:",[7016,7276,7277,7283,7289],{},[7019,7278,7279,7282],{},[7022,7280,7281],{},"Negotiation:"," The user interacts with an AI agent to define their requirements (e.g., describing a scene with specific elements like dragons in Las Vegas).",[7019,7284,7285,7288],{},[7022,7286,7287],{},"Generation:"," Gemini processes these requirements to generate both the visual content and the necessary UI structure to present options to the user.",[7019,7290,7291,7294],{},[7022,7292,7293],{},"Refinement:"," Users can \"tweak\" the output, allowing the agent to adjust the generated content to meet their specific tastes before finalizing the experience.",[22,7296,7297],{},"This approach moves the limit of app development from the developer's pre-defined constraints to the user's imagination. Beyond coffee art, this pattern is applicable to any domain requiring high levels of personalization, such as retail (matching new clothes to an existing wardrobe) or restaurant ordering (customizing dishes based on available ingredients).",{"title":40,"searchDepth":41,"depth":41,"links":7299},[7300,7301],{"id":7263,"depth":41,"text":7264},{"id":7270,"depth":41,"text":7271},[96],{"content_references":7304,"triage":7311},[7305,7307,7309],{"type":54,"title":55,"url":7306,"context":56},"https:\u002F\u002Fflutter.dev",{"type":54,"title":58,"url":7308,"context":56},"https:\u002F\u002Ffirebase.google.com",{"type":54,"title":60,"url":7310,"context":56},"https:\u002F\u002Fgemini.google.com",{"relevance":68,"novelty":69,"quality":69,"actionability":69,"composite":70,"reasoning":7312},"Category: Design & Frontend. The article discusses the innovative GenUI framework that allows for dynamic, personalized user interfaces using AI agents, addressing a key pain point for designers and developers in creating adaptable applications. It provides a clear implementation workflow that can be directly applied in product development, making it actionable for the audience.","\u002Fsummaries\u002F651fed1d5a363187-building-dynamic-experiences-with-genui-and-agenti-summary","2026-06-15 16:00:19","2026-06-16 12:56:40",{"title":7253,"description":40},{"loc":7313},"651fed1d5a363187","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=DHWiny5bjJc","summaries\u002F651fed1d5a363187-building-dynamic-experiences-with-genui-and-agenti-summary",[7322,7323,7146,84],"ui-ux","agents","https:\u002F\u002Fi.ytimg.com\u002Fvi\u002FDHWiny5bjJc\u002Fhqdefault.jpg","GenUI (Agent-to-UI) enables applications to generate custom user interfaces on-demand using Gemini, allowing for real-time personalization that goes beyond static design.","A demo from Google Cloud Next '26 showcasing [GenUI](https:\u002F\u002Fgoo.gle\u002F4vEfJan) (Agent-to-UI), where a [Flutter](https:\u002F\u002Fgoo.gle\u002F4unv51W) app uses [Gemini](https:\u002F\u002Fgoo.gle\u002F43UKGuV) to generate and refine images for a latte printer. It serves as a high-level conceptual pitch for how [A2UI](https:\u002F\u002Fgoo.gle\u002F4xl85mY) can dynamically assemble app interfaces based on user input.",[7146,84],"mls4DIfGmYvvvxJx7gHCDpRdhAvW_gPhmGiMvpe9GYA",{"id":7330,"title":7331,"ai":7332,"body":7337,"categories":7455,"created_at":48,"date_modified":48,"description":40,"extension":49,"faq":48,"featured":50,"kicker_label":48,"meta":7456,"navigation":72,"path":7468,"published_at":7469,"question":48,"scraped_at":7470,"seo":7471,"sitemap":7472,"source_id":7473,"source_name":79,"source_type":80,"source_url":7474,"stem":7475,"tags":7476,"thumbnail_url":7479,"tldr":7480,"tweet":7481,"unknown_tags":7482,"__hash__":7483},"summaries\u002Fsummaries\u002F459620b18023e9cd-building-production-grade-ai-agents-with-go-and-fl-summary.md","Building Production-Grade AI Agents with Go and Flutter",{"provider":7,"model":8,"input_tokens":7333,"output_tokens":7334,"processing_time_ms":7335,"cost_usd":7336},9821,830,4049,0.00370025,{"type":14,"value":7338,"toc":7450},[7339,7343,7346,7349,7369,7373,7376,7419,7423,7426],[17,7340,7342],{"id":7341},"architecture-and-agent-orchestration","Architecture and Agent Orchestration",[22,7344,7345],{},"To move beyond simple AI demos, this approach separates the frontend (Flutter) from a robust backend (Go) using the Agent Development Kit (ADK). The system relies on a single binary deployed to Cloud Run, which manages multiple agents that communicate via HTTP.",[22,7347,7348],{},"Key architectural components include:",[7097,7350,7351,7357,7363],{},[7019,7352,7353,7356],{},[7022,7354,7355],{},"Session Management:"," The backend tracks conversation history using session IDs, allowing agents to maintain context across multiple turns—essential for iterative tasks like styling recommendations.",[7019,7358,7359,7362],{},[7022,7360,7361],{},"Artifact Storage:"," To keep API responses lightweight, the system does not send raw image data in JSON. Instead, agents save generated images to Google Cloud Storage and return a reference name, which the frontend uses to fetch the asset separately.",[7019,7364,7365,7368],{},[7022,7366,7367],{},"Agent Loop:"," Each agent follows a cycle of receiving a message, deciding on a tool call or delegation, and returning a response. This loop allows for complex workflows, such as a 'Styling Agent' delegating to a 'Catalog Agent' to retrieve product data.",[17,7370,7372],{"id":7371},"implementing-agents-with-adk","Implementing Agents with ADK",[22,7374,7375],{},"ADK provides the structure necessary to turn LLMs into functional agents.",[7097,7377,7378,7393,7403,7409],{},[7019,7379,7380,7383,7384,7388,7389,7392],{},[7022,7381,7382],{},"Tool Calling:"," Agents are equipped with specific Go functions (e.g., ",[7385,7386,7387],"code",{},"list_products",", ",[7385,7390,7391],{},"get_product_image",") that allow them to interact with databases or external APIs.",[7019,7394,7395,7398,7399,7402],{},[7022,7396,7397],{},"Instruction Management:"," Prompts are stored in ",[7385,7400,7401],{},"instruction.md"," files and embedded into the Go binary, keeping the codebase clean and separating logic from instructions.",[7019,7404,7405,7408],{},[7022,7406,7407],{},"Development UI:"," The ADK includes a built-in web UI that allows developers to chat with agents, inspect events, and view artifacts in real-time, significantly simplifying the debugging process.",[7019,7410,7411,7414,7415,7418],{},[7022,7412,7413],{},"Callbacks:"," Hooks like ",[7385,7416,7417],{},"BeforeModelCallback"," allow developers to intercept agent execution—for example, to automatically save user-uploaded images to artifact storage for easier tracking.",[17,7420,7422],{"id":7421},"frontend-integration-with-flutter","Frontend Integration with Flutter",[22,7424,7425],{},"The Flutter application follows the Model-View-ViewModel (MVVM) pattern to ensure a clean separation of concerns.",[7097,7427,7428,7434,7444],{},[7019,7429,7430,7433],{},[7022,7431,7432],{},"State Management:"," The app uses Providers to encapsulate data (e.g., loading states, user images, outfit lists). When a provider updates, the UI automatically rebuilds, ensuring the interface stays in sync with the backend state.",[7019,7435,7436,7439,7440,7443],{},[7022,7437,7438],{},"Declarative UI:"," By using ",[7385,7441,7442],{},"AnimatedSwitcher"," and pattern matching, the app transitions smoothly between UI states (e.g., uploading, loading, displaying results).",[7019,7445,7446,7449],{},[7022,7447,7448],{},"Cross-Platform Consistency:"," Because the backend is a standard REST API, the same Flutter codebase provides a consistent experience across web, iOS, and Android without requiring platform-specific logic for the AI features.",{"title":40,"searchDepth":41,"depth":41,"links":7451},[7452,7453,7454],{"id":7341,"depth":41,"text":7342},{"id":7371,"depth":41,"text":7372},{"id":7421,"depth":41,"text":7422},[96],{"content_references":7457,"triage":7466},[7458,7461,7463],{"type":54,"title":7459,"url":7460,"context":7127},"Agent Development Kit (ADK)","https:\u002F\u002Fgoo.gle\u002F3R8jCFz",{"type":54,"title":55,"url":7462,"context":7127},"https:\u002F\u002Fgoo.gle\u002F3R8jDt7",{"type":54,"title":7464,"url":7465,"context":7127},"ADK Go","https:\u002F\u002Fgoo.gle\u002F4uJKpXc",{"relevance":68,"novelty":69,"quality":69,"actionability":68,"composite":7231,"reasoning":7467},"Category: AI & LLMs. This article provides a detailed guide on building production-grade AI agents using Go and Flutter, addressing practical applications that the target audience cares about, such as architecture and orchestration of AI agents. It includes actionable steps like using the Agent Development Kit and specific Go functions, making it highly relevant for developers looking to implement AI features.","\u002Fsummaries\u002F459620b18023e9cd-building-production-grade-ai-agents-with-go-and-fl-summary","2026-05-21 22:02:28","2026-05-21 23:00:18",{"title":7331,"description":40},{"loc":7468},"459620b18023e9cd","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=zuYmRY4X0rg","summaries\u002F459620b18023e9cd-building-production-grade-ai-agents-with-go-and-fl-summary",[7245,7477,84,7478],"golang","cloud-run","https:\u002F\u002Fi.ytimg.com\u002Fvi\u002FzuYmRY4X0rg\u002Fhqdefault.jpg","Learn to build a scalable AI-agent application using Google's Agent Development Kit (ADK) in Go, deployed on Cloud Run, with a cross-platform Flutter frontend.","This workshop demonstrates how to use the [Agent Development Kit (ADK)](https:\u002F\u002Fgoo.gle\u002F3R8jCFz) in Go to build a multi-agent backend for a [Flutter](https:\u002F\u002Fgoo.gle\u002F3R8jDt7) retail app. The presenters walk through a virtual fitting room and styling agent implementation, focusing on how to manage agent state, tool calling, and artifact storage on [Cloud Run](https:\u002F\u002Fgoo.gle\u002F4uJKpXc).",[7245,7477,84,7478],"8hzQXTEUkGHvnxGW71NM_SWZ9qlY_DrcuIsmapXqb_w"]