[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"summary-f45a172f309fab14-amjad-masad-why-founders-must-master-public-storyt-summary":3,"summaries-facets-categories":92,"summary-related-f45a172f309fab14-amjad-masad-why-founders-must-master-public-storyt-summary":5854},{"id":4,"title":5,"ai":6,"body":13,"categories":54,"created_at":56,"date_modified":56,"description":47,"extension":57,"faq":56,"featured":58,"kicker_label":56,"meta":59,"navigation":71,"path":72,"published_at":73,"question":56,"scraped_at":74,"seo":75,"sitemap":76,"source_id":77,"source_name":78,"source_type":79,"source_url":80,"stem":81,"tags":82,"thumbnail_url":87,"tldr":88,"tweet":89,"unknown_tags":90,"__hash__":91},"summaries\u002Fsummaries\u002Ff45a172f309fab14-amjad-masad-why-founders-must-master-public-storyt-summary.md","Amjad Masad: Why Founders Must Master Public Storytelling",{"provider":7,"model":8,"input_tokens":9,"output_tokens":10,"processing_time_ms":11,"cost_usd":12},"openrouter","google\u002Fgemini-3.1-flash-lite",9135,683,3650,0.00330825,{"type":14,"value":15,"toc":46},"minimark",[16,21,25,29,32,36,39,43],[17,18,20],"h2",{"id":19},"the-strategic-necessity-of-founder-led-storytelling","The Strategic Necessity of Founder-Led Storytelling",[22,23,24],"p",{},"Amjad Masad posits that for many startups, particularly those building ambitious products ahead of market demand, storytelling is not merely a marketing tactic but a foundational requirement for survival. He notes that Replit might not have succeeded had he not communicated a vision larger than the company itself, which proved essential for fundraising and recruiting during the years before the product achieved commercial scale. Masad suggests that while some companies can rely solely on product-market fit, founders attempting to \"meme a dream into reality\" must actively engage in public discourse to build momentum.",[17,26,28],{"id":27},"developing-communication-as-a-skill","Developing Communication as a Skill",[22,30,31],{},"Masad demystifies the \"influencer CEO\" persona, framing it as a learnable skill rather than an innate talent. He advocates for \"exposure therapy\" to overcome stage fright and communication anxiety. By taking improv and storytelling classes, he learned to desensitize himself to public scrutiny. He emphasizes that founders should view communication as a form of progressive overload—starting with small, low-stakes interactions and gradually increasing the weight of their public presence as the company grows. He encourages \"building in public\" by sharing internal communications publicly, which serves the dual purpose of keeping the community informed and providing the founder with consistent practice.",[17,33,35],{"id":34},"navigating-controversy-and-public-scrutiny","Navigating Controversy and Public Scrutiny",[22,37,38],{},"Addressing the fear of being \"canceled,\" Masad argues that retreat is the only true failure. He suggests that controversy is often a rite of passage for successful companies. When a PR crisis occurs, he advises against being overly defensive or emotional, as showing weakness often feeds critics. Instead, he advocates for owning mistakes transparently—citing a specific incident where a Replit agent deleted a user's database. By admitting the flaw and shipping a fix within 48 hours, he transformed a potential crisis into a demonstration of accountability. He notes that the \"baller\" move is often to ignore trolls and focus on the business impact rather than engaging in endless comment-section debates.",[17,40,42],{"id":41},"platform-strategy-and-the-meta","Platform Strategy and the Meta",[22,44,45],{},"Masad highlights the importance of understanding the \"meta\" of different platforms. He categorizes X (Twitter) as the epicenter for Silicon Valley, tech, and elite influence, making it the ideal starting point for news and early-adopter engagement. However, he acknowledges that platforms like Instagram and YouTube are necessary to reach the early majority. He views the podcast format as the ultimate leverage, as it can be easily repurposed into clips for various social channels. He admits to being late to the Instagram and YouTube game but notes that once he began treating his content as a \"clipping machine,\" he saw significant growth in reach.",{"title":47,"searchDepth":48,"depth":48,"links":49},"",2,[50,51,52,53],{"id":19,"depth":48,"text":20},{"id":27,"depth":48,"text":28},{"id":34,"depth":48,"text":35},{"id":41,"depth":48,"text":42},[55],"Product Strategy",null,"md",false,{"content_references":60,"triage":66},[61],{"type":62,"title":63,"author":64,"context":65},"book","So You've Been Publicly Shamed","Jon Ronson","recommended",{"relevance":67,"novelty":68,"quality":67,"actionability":67,"composite":69,"reasoning":70},4,3,3.8,"Category: Product Strategy. The article discusses the importance of storytelling for founders, which directly addresses the pain point of product-minded builders needing to communicate effectively to attract talent and capital. It provides actionable advice on developing communication skills through exposure therapy and public engagement.",true,"\u002Fsummaries\u002Ff45a172f309fab14-amjad-masad-why-founders-must-master-public-storyt-summary","2026-07-17 14:30:21","2026-07-23 17:58:58",{"title":5,"description":47},{"loc":72},"f45a172f309fab14","a16z (Andreessen Horowitz)","video","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=rghTqkclDqA","summaries\u002Ff45a172f309fab14-amjad-masad-why-founders-must-master-public-storyt-summary",[83,84,85,86],"ai-tools","product-strategy","growth","content-marketing","https:\u002F\u002Fi.ytimg.com\u002Fvi\u002FrghTqkclDqA\u002Fhqdefault.jpg","Replit CEO Amjad Masad argues that for early-stage founders, public storytelling is a survival mechanism that attracts talent and capital, and that founders should treat communication as a skill developed through exposure therapy.","Amjad Masad explains how he used \"exposure therapy\"—specifically improv classes and public writing—to overcome stage fright and develop a founder-led media strategy. He argues that for early-stage companies, building in public is a necessary tool to \"meme a dream into reality\" before the product has commercial traction.",[],"pY65uKMUPLV9YqPhuVbSN7ufcnqUrXGwyaBZACPuoRY",[93,96,99,102,105,107,109,111,113,116,118,120,122,124,127,129,131,133,135,138,140,142,144,146,148,150,152,154,156,158,160,162,164,166,168,170,172,174,176,179,182,184,186,188,190,192,194,196,198,200,202,204,207,209,211,213,215,217,219,221,223,225,227,229,231,233,235,237,239,242,244,246,248,250,252,254,256,258,260,262,264,266,269,271,273,275,277,279,281,283,285,287,289,291,293,295,297,299,301,303,305,307,309,311,313,315,317,319,321,323,325,328,330,332,334,336,338,340,342,344,346,349,351,353,355,357,359,361,363,365,367,369,371,373,376,378,380,382,384,386,388,390,393,395,397,399,401,403,405,407,409,411,413,415,417,419,421,423,425,427,429,431,433,435,437,439,441,444,446,448,451,453,455,457,459,461,463,465,467,469,471,473,475,477,480,482,484,486,488,490,492,494,496,498,500,503,505,507,509,511,513,515,517,519,521,523,525,527,529,531,533,535,537,539,541,543,545,547,549,551,553,555,557,559,561,563,565,567,569,571,573,575,577,579,581,583,585,587,589,591,593,595,597,599,601,603,605,607,609,611,613,615,617,619,621,623,625,627,629,631,633,635,637,639,641,643,645,647,649,651,653,655,657,659,661,663,665,667,669,671,673,675,677,679,681,683,685,687,689,691,693,695,697,699,701,703,705,707,709,711,713,715,717,719,721,723,725,727,729,731,733,735,737,739,741,744,746,748,750,752,755,757,759,761,763,765,767,769,771,773,776,778,780,782,784,786,788,790,792,794,796,798,800,802,804,806,808,810,812,814,816,818,820,822,824,826,828,830,832,834,836,838,840,842,844,846,848,850,852,854,856,858,860,862,864,866,868,870,872,874,876,878,880,882,884,886,888,890,892,894,896,898,900,902,904,906,908,910,912,914,916,918,920,922,924,926,928,930,932,934,936,938,940,942,944,946,948,950,952,954,956,958,960,962,964,966,968,970,972,974,976,978,980,982,984,986,988,990,992,994,996,998,1000,1002,1004,1006,1008,1010,1012,1014,1016,1018,1020,1022,1024,1026,1028,1030,1033,1035,1037,1039,1041,1043,1045,1047,1049,1051,1053,1055,1057,1059,1061,1063,1065,1067,1069,1071,1073,1075,1077,1079,1081,1083,1085,1087,1089,1091,1093,1095,1097,1099,1101,1103,1105,1107,1109,1111,1113,1115,1117,1119,1121,1123,1125,1127,1129,1131,1133,1135,1137,1139,1141,1143,1145,1147,1149,1151,1153,1155,1157,1159,1161,1163,1165,1167,1169,1171,1173,1175,1177,1179,1181,1183,1185,1187,1189,1191,1194,1196,1198,1200,1202,1204,1206,1208,1210,1212,1214,1216,1218,1220,1222,1224,1226,1228,1230,1232,1234,1236,1238,1240,1242,1244,1246,1248,1250,1252,1254,1256,1258,1260,1262,1264,1266,1268,1270,1272,1274,1276,1278,1280,1282,1284,1286,1288,1290,1292,1294,1296,1298,1300,1302,1304,1306,1308,1310,1313,1315,1317,1319,1321,1323,1325,1327,1329,1331,1333,1335,1337,1339,1341,1343,1345,1347,1349,1351,1353,1355,1357,1359,1361,1363,1365,1367,1369,1371,1373,1375,1377,1379,1381,1383,1385,1387,1389,1391,1393,1395,1397,1399,1401,1403,1405,1407,1409,1411,1413,1415,1417,1419,1421,1423,1425,1427,1429,1431,1433,1435,1438,1440,1442,1444,1446,1448,1450,1452,1454,1456,1458,1460,1462,1464,1466,1468,1470,1472,1474,1476,1478,1480,1482,1484,1486,1489,1491,1493,1495,1497,1499,1501,1503,1505,1507,1509,1511,1513,1515,1517,1519,1521,1523,1525,1527,1529,1531,1533,1535,1537,1539,1541,1543,1545,1547,1549,1551,1553,1555,1557,1559,1561,1563,1565,1567,1569,1571,1573,1575,1577,1579,1581,1583,1585,1587,1589,1591,1593,1595,1597,1599,1601,1603,1605,1607,1609,1611,1613,1615,1617,1619,1621,1623,1625,1627,1629,1631,1633,1635,1637,1639,1641,1643,1645,1647,1649,1651,1653,1655,1657,1659,1661,1663,1665,1667,1669,1671,1673,1675,1677,1679,1681,1683,1685,1687,1689,1691,1693,1695,1697,1699,1701,1703,1705,1707,1709,1711,1713,1715,1717,1719,1721,1723,1725,1727,1729,1731,1733,1735,1737,1739,1741,1743,1745,1747,1749,1751,1753,1755,1757,1759,1761,1763,1765,1767,1769,1771,1773,1775,1777,1779,1781,1783,1785,1787,1789,1791,1793,1795,1797,1799,1801,1803,1805,1807,1809,1811,1813,1815,1817,1819,1821,1823,1825,1827,1829,1831,1833,1835,1837,1839,1841,1844,1846,1848,1850,1852,1854,1856,1858,1860,1862,1864,1866,1868,1870,1872,1874,1876,1878,1880,1882,1884,1886,1888,1890,1892,1894,1896,1898,1900,1902,1904,1906,1908,1910,1912,1914,1916,1918,1920,1923,1925,1927,1929,1931,1933,1935,1937,1939,1941,1943,1945,1947,1949,1951,1953,1955,1957,1959,1961,1963,1965,1967,1969,1971,1973,1975,1977,1979,1981,1983,1985,1987,1989,1991,1993,1995,1997,1999,2001,2003,2005,2007,2009,2011,2013,2015,2017,2019,2021,2024,2026,2028,2030,2032,2034,2036,2038,2040,2042,2044,2046,2048,2050,2052,2054,2056,2058,2061,2063,2065,2067,2069,2071,2073,2075,2077,2079,2081,2083,2085,2087,2089,2091,2093,2095,2097,2099,2101,2103,2105,2107,2109,2111,2113,2115,2117,2119,2121,2123,2125,2127,2129,2131,2133,2135,2137,2139,2141,2143,2145,2147,2149,2151,2153,2155,2157,2159,2161,2163,2165,2167,2169,2171,2173,2175,2177,2179,2181,2183,2185,2187,2189,2191,2193,2195,2197,2199,2201,2203,2205,2207,2209,2211,2213,2215,2217,2219,2221,2223,2225,2227,2229,2231,2233,2235,2237,2239,2241,2243,2245,2247,2249,2251,2253,2255,2257,2259,2261,2263,2265,2267,2269,2271,2273,2275,2277,2279,2281,2283,2285,2287,2289,2291,2293,2295,2297,2299,2301,2303,2305,2307,2309,2311,2313,2315,2317,2319,2321,2323,2325,2327,2329,2331,2333,2335,2337,2339,2341,2343,2345,2347,2349,2351,2353,2355,2357,2359,2361,2363,2365,2367,2369,2371,2373,2375,2377,2379,2381,2383,2385,2387,2389,2391,2393,2395,2397,2399,2401,2403,2405,2407,2409,2411,2413,2415,2417,2419,2421,2423,2425,2427,2429,2431,2433,2435,2437,2439,2441,2443,2445,2447,2449,2451,2453,2455,2457,2459,2461,2463,2465,2467,2469,2471,2473,2475,2477,2479,2481,2483,2485,2487,2489,2491,2493,2495,2497,2499,2501,2503,2505,2507,2509,2511,2513,2515,2517,2519,2521,2523,2525,2527,2529,2531,2533,2535,2537,2539,2541,2543,2545,2547,2549,2551,2553,2555,2557,2559,2561,2563,2565,2567,2569,2571,2573,2575,2577,2579,2581,2583,2585,2587,2589,2591,2594,2596,2598,2600,2602,2604,2606,2608,2610,2612,2614,2616,2618,2620,2622,2624,2626,2628,2630,2632,2634,2636,2638,2640,2642,2644,2646,2648,2650,2652,2654,2656,2658,2660,2662,2664,2666,2668,2670,2672,2674,2676,2678,2680,2682,2684,2686,2688,2690,2693,2695,2697,2699,2701,2703,2705,2707,2709,2711,2713,2715,2717,2719,2721,2723,2725,2727,2729,2731,2733,2735,2737,2739,2741,2743,2745,2747,2749,2751,2753,2755,2757,2759,2761,2763,2765,2767,2769,2771,2773,2775,2777,2779,2781,2783,2785,2787,2789,2791,2793,2795,2797,2799,2801,2803,2805,2807,2809,2811,2813,2815,2817,2819,2821,2823,2825,2827,2829,2831,2833,2835,2837,2839,2841,2843,2845,2847,2849,2851,2853,2855,2857,2859,2861,2863,2865,2867,2869,2871,2873,2875,2877,2879,2881,2883,2885,2887,2889,2891,2893,2895,2897,2899,2901,2903,2905,2907,2909,2911,2913,2915,2917,2919,2921,2923,2925,2927,2929,2931,2933,2935,2937,2939,2941,2943,2945,2947,2949,2951,2953,2955,2957,2959,2961,2963,2965,2967,2969,2971,2973,2975,2977,2979,2981,2983,2985,2987,2989,2991,2993,2995,2997,2999,3001,3003,3005,3007,3009,3011,3013,3015,3017,3019,3021,3023,3025,3027,3029,3031,3033,3035,3037,3039,3041,3043,3045,3047,3049,3051,3053,3055,3057,3059,3061,3063,3065,3067,3069,3071,3073,3075,3077,3079,3081,3083,3085,3087,3089,3091,3093,3095,3097,3099,3101,3103,3105,3107,3109,3111,3113,3115,3117,3119,3121,3123,3125,3127,3129,3131,3133,3135,3137,3139,3141,3143,3145,3147,3149,3151,3153,3155,3157,3159,3161,3163,3165,3167,3169,3171,3173,3175,3177,3179,3181,3183,3185,3187,3189,3191,3193,3195,3197,3199,3201,3203,3205,3207,3209,3211,3213,3215,3217,3219,3221,3223,3225,3227,3229,3231,3233,3235,3237,3239,3241,3243,3245,3247,3249,3251,3253,3255,3257,3259,3261,3263,3265,3267,3269,3271,3273,3275,3277,3279,3281,3283,3285,3287,3289,3291,3293,3295,3297,3299,3301,3303,3305,3307,3309,3311,3313,3315,3317,3319,3321,3323,3325,3327,3329,3331,3333,3335,3337,3339,3341,3343,3345,3347,3349,3351,3353,3355,3357,3359,3361,3363,3365,3367,3369,3371,3373,3375,3377,3379,3381,3383,3385,3387,3389,3391,3393,3395,3397,3399,3401,3403,3405,3407,3409,3411,3413,3415,3417,3419,3421,3423,3425,3427,3429,3431,3433,3435,3437,3439,3441,3443,3445,3447,3449,3451,3453,3455,3457,3459,3461,3463,3465,3467,3469,3471,3473,3475,3477,3479,3481,3483,3485,3487,3489,3491,3493,3495,3497,3499,3501,3503,3505,3507,3509,3511,3513,3515,3517,3519,3521,3523,3525,3527,3529,3531,3533,3535,3537,3539,3541,3543,3545,3547,3549,3551,3553,3555,3557,3559,3561,3563,3565,3567,3569,3571,3573,3575,3577,3579,3581,3583,3585,3587,3589,3591,3593,3595,3597,3599,3601,3603,3605,3607,3609,3611,3613,3615,3617,3619,3621,3623,3625,3627,3629,3631,3633,3635,3637,3639,3641,3643,3645,3647,3649,3651,3653,3655,3657,3659,3661,3663,3665,3667,3669,3671,3673,3675,3677,3679,3681,3683,3685,3687,3689,3691,3693,3695,3697,3699,3701,3703,3705,3707,3709,3711,3713,3715,3717,3719,3721,3723,3725,3727,3729,3731,3733,3735,3737,3739,3741,3743,3745,3747,3749,3751,3753,3755,3757,3759,3761,3763,3766,3768,3770,3772,3774,3776,3778,3780,3782,3784,3786,3788,3790,3792,3794,3796,3798,3800,3802,3804,3806,3808,3810,3812,3814,3816,3818,3820,3822,3824,3826,3828,3830,3832,3834,3836,3838,3840,3842,3844,3846,3848,3850,3852,3854,3856,3858,3860,3862,3864,3866,3868,3870,3872,3874,3876,3878,3880,3882,3884,3886,3888,3890,3892,3894,3896,3898,3900,3902,3904,3906,3908,3910,3912,3914,3916,3918,3920,3922,3924,3926,3928,3930,3932,3934,3936,3938,3940,3942,3944,3946,3948,3950,3952,3954,3956,3958,3960,3962,3964,3966,3968,3970,3972,3974,3976,3978,3980,3982,3984,3986,3988,3990,3992,3994,3996,3998,4000,4002,4004,4006,4008,4010,4012,4014,4016,4018,4020,4022,4024,4026,4028,4030,4032,4034,4036,4038,4040,4042,4044,4046,4048,4050,4052,4054,4056,4058,4060,4062,4064,4066,4068,4070,4072,4074,4076,4078,4080,4082,4084,4086,4088,4090,4092,4094,4096,4098,4100,4102,4104,4106,4108,4110,4112,4114,4116,4118,4120,4122,4124,4126,4128,4130,4132,4134,4136,4138,4140,4142,4144,4146,4148,4150,4152,4154,4156,4158,4160,4162,4164,4166,4168,4170,4172,4174,4176,4178,4180,4182,4184,4186,4188,4190,4192,4194,4196,4198,4200,4202,4204,4206,4208,4210,4212,4214,4216,4218,4220,4222,4224,4226,4228,4230,4232,4234,4236,4238,4240,4242,4244,4246,4248,4250,4252,4254,4256,4258,4260,4262,4264,4266,4268,4270,4272,4274,4276,4278,4280,4282,4284,4286,4288,4290,4292,4294,4296,4298,4300,4302,4304,4306,4308,4310,4312,4314,4316,4318,4320,4322,4324,4326,4328,4330,4332,4334,4336,4338,4340,4342,4344,4346,4348,4350,4352,4354,4356,4358,4360,4362,4364,4366,4368,4370,4372,4374,4376,4378,4380,4382,4384,4386,4388,4390,4392,4394,4396,4398,4400,4402,4404,4406,4408,4410,4412,4414,4416,4418,4420,4422,4424,4426,4428,4430,4432,4434,4436,4438,4440,4442,4444,4446,4448,4450,4452,4454,4456,4458,4460,4462,4464,4466,4468,4470,4472,4474,4476,4478,4480,4482,4484,4486,4488,4490,4493,4495,4497,4499,4501,4503,4505,4507,4509,4511,4513,4515,4517,4519,4521,4523,4525,4527,4529,4531,4533,4535,4537,4539,4541,4543,4545,4547,4549,4551,4553,4555,4557,4559,4561,4563,4565,4567,4569,4571,4573,4575,4577,4579,4581,4583,4585,4587,4589,4591,4593,4595,4597,4599,4601,4603,4605,4607,4609,4611,4613,4615,4617,4619,4621,4623,4625,4627,4629,4631,4633,4635,4637,4639,4641,4643,4645,4647,4649,4651,4653,4655,4658,4660,4662,4664,4666,4668,4670,4672,4674,4676,4678,4680,4682,4684,4686,4688,4690,4692,4694,4696,4698,4700,4702,4704,4706,4708,4710,4712,4714,4716,4718,4720,4722,4724,4726,4728,4730,4732,4734,4736,4738,4740,4742,4744,4746,4748,4750,4752,4754,4756,4758,4760,4762,4764,4766,4768,4770,4772,4774,4776,4778,4780,4782,4784,4786,4788,4790,4792,4794,4796,4798,4800,4802,4804,4806,4808,4810,4812,4814,4816,4818,4820,4822,4824,4826,4828,4830,4832,4834,4836,4838,4840,4842,4844,4846,4848,4850,4852,4854,4856,4858,4860,4862,4864,4866,4868,4870,4872,4874,4876,4878,4880,4882,4884,4886,4888,4890,4892,4894,4896,4898,4900,4902,4904,4906,4908,4910,4912,4914,4916,4918,4920,4922,4924,4926,4928,4930,4932,4934,4936,4938,4940,4942,4944,4946,4948,4950,4952,4954,4956,4958,4960,4962,4964,4966,4968,4970,4972,4974,4976,4978,4980,4982,4984,4986,4988,4990,4992,4994,4996,4998,5000,5002,5004,5006,5008,5010,5012,5014,5016,5018,5020,5022,5024,5026,5028,5030,5032,5034,5036,5038,5040,5042,5044,5046,5048,5050,5052,5054,5056,5058,5060,5062,5064,5066,5068,5070,5072,5074,5076,5078,5080,5082,5084,5086,5088,5090,5092,5094,5096,5098,5100,5102,5104,5106,5108,5110,5112,5114,5116,5118,5120,5122,5124,5126,5128,5130,5132,5134,5136,5138,5140,5142,5144,5146,5148,5150,5152,5154,5156,5158,5160,5162,5164,5166,5168,5170,5172,5174,5176,5178,5180,5182,5184,5186,5188,5190,5192,5194,5196,5198,5200,5202,5204,5206,5208,5210,5212,5214,5216,5218,5220,5222,5224,5226,5228,5230,5232,5234,5236,5238,5240,5242,5244,5246,5248,5250,5252,5254,5256,5258,5260,5262,5264,5266,5268,5270,5272,5274,5276,5278,5280,5282,5284,5286,5288,5290,5292,5294,5296,5298,5300,5302,5304,5306,5308,5310,5312,5314,5316,5318,5320,5322,5324,5326,5328,5330,5332,5334,5336,5338,5340,5342,5344,5346,5348,5350,5352,5354,5356,5358,5360,5362,5364,5366,5368,5370,5372,5374,5376,5378,5380,5382,5384,5386,5388,5390,5392,5394,5396,5398,5400,5402,5404,5406,5408,5410,5412,5414,5416,5418,5420,5422,5424,5426,5428,5430,5432,5434,5436,5438,5440,5442,5444,5446,5448,5450,5452,5454,5456,5458,5460,5462,5464,5466,5468,5470,5472,5474,5476,5478,5480,5482,5484,5486,5488,5490,5492,5494,5496,5498,5500,5502,5504,5506,5508,5510,5512,5514,5516,5518,5520,5522,5524,5526,5528,5530,5532,5534,5536,5538,5540,5542,5544,5546,5548,5550,5552,5554,5556,5558,5560,5562,5564,5566,5568,5570,5572,5574,5576,5578,5580,5582,5584,5586,5588,5590,5592,5594,5596,5598,5600,5602,5604,5606,5608,5610,5612,5614,5616,5618,5620,5622,5624,5626,5628,5630,5632,5634,5636,5638,5640,5642,5644,5646,5648,5650,5652,5654,5656,5658,5660,5662,5664,5666,5668,5670,5672,5674,5676,5678,5680,5682,5684,5686,5688,5690,5692,5694,5696,5698,5700,5702,5704,5706,5708,5710,5712,5714,5716,5718,5720,5722,5724,5726,5728,5730,5732,5734,5736,5738,5740,5742,5744,5746,5748,5750,5752,5754,5756,5758,5760,5762,5764,5766,5768,5770,5772,5774,5776,5778,5780,5782,5784,5786,5788,5790,5792,5794,5796,5798,5800,5802,5804,5806,5808,5810,5812,5814,5816,5818,5820,5822,5824,5826,5828,5830,5832,5834,5836,5838,5840,5842,5844,5846,5848,5850,5852],{"categories":94},[95],"Developer Productivity",{"categories":97},[98],"Business & SaaS",{"categories":100},[101],"AI & LLMs",{"categories":103},[104],"AI Automation",{"categories":106},[55],{"categories":108},[101],{"categories":110},[95],{"categories":112},[104],{"categories":114},[115],"Software Engineering",{"categories":117},[101],{"categories":119},[98],{"categories":121},[],{"categories":123},[101],{"categories":125},[126],"Inference & Serving",{"categories":128},[101],{"categories":130},[101],{"categories":132},[104],{"categories":134},[],{"categories":136},[137],"AI News & Trends",{"categories":139},[104],{"categories":141},[101],{"categories":143},[98],{"categories":145},[95],{"categories":147},[101],{"categories":149},[104],{"categories":151},[137],{"categories":153},[104],{"categories":155},[104],{"categories":157},[101],{"categories":159},[104],{"categories":161},[101],{"categories":163},[101],{"categories":165},[101],{"categories":167},[137],{"categories":169},[101],{"categories":171},[101],{"categories":173},[101],{"categories":175},[],{"categories":177},[178],"Design & Frontend",{"categories":180},[181],"Data Science & Visualization",{"categories":183},[137],{"categories":185},[101],{"categories":187},[101],{"categories":189},[101],{"categories":191},[],{"categories":193},[101],{"categories":195},[104],{"categories":197},[115],{"categories":199},[101],{"categories":201},[104],{"categories":203},[101],{"categories":205},[206],"Marketing & Growth",{"categories":208},[178],{"categories":210},[101],{"categories":212},[104],{"categories":214},[101],{"categories":216},[115],{"categories":218},[],{"categories":220},[],{"categories":222},[178],{"categories":224},[101],{"categories":226},[104],{"categories":228},[95],{"categories":230},[115],{"categories":232},[178],{"categories":234},[55],{"categories":236},[101],{"categories":238},[115],{"categories":240},[241],"DevOps & Cloud",{"categories":243},[104],{"categories":245},[55],{"categories":247},[137],{"categories":249},[101],{"categories":251},[],{"categories":253},[101],{"categories":255},[],{"categories":257},[104],{"categories":259},[115],{"categories":261},[],{"categories":263},[115],{"categories":265},[101],{"categories":267},[268],"Governance & Standards",{"categories":270},[98],{"categories":272},[],{"categories":274},[],{"categories":276},[101],{"categories":278},[101],{"categories":280},[104],{"categories":282},[101],{"categories":284},[101],{"categories":286},[104],{"categories":288},[101],{"categories":290},[101],{"categories":292},[101],{"categories":294},[],{"categories":296},[115],{"categories":298},[],{"categories":300},[],{"categories":302},[115],{"categories":304},[],{"categories":306},[115],{"categories":308},[101],{"categories":310},[101],{"categories":312},[206],{"categories":314},[101],{"categories":316},[178],{"categories":318},[178],{"categories":320},[101],{"categories":322},[115],{"categories":324},[104],{"categories":326},[327],"GovTech & Public-Sector Adoption",{"categories":329},[115],{"categories":331},[101],{"categories":333},[101],{"categories":335},[104],{"categories":337},[104],{"categories":339},[181],{"categories":341},[101],{"categories":343},[137],{"categories":345},[104],{"categories":347},[348],"Legal AI Tools",{"categories":350},[104],{"categories":352},[206],{"categories":354},[104],{"categories":356},[55],{"categories":358},[115],{"categories":360},[327],{"categories":362},[],{"categories":364},[104],{"categories":366},[],{"categories":368},[98],{"categories":370},[104],{"categories":372},[104],{"categories":374},[375],"RAG & Retrieval",{"categories":377},[98],{"categories":379},[101],{"categories":381},[115],{"categories":383},[241],{"categories":385},[178],{"categories":387},[101],{"categories":389},[],{"categories":391},[392],"Agents & Orchestration",{"categories":394},[115],{"categories":396},[101],{"categories":398},[],{"categories":400},[104],{"categories":402},[98],{"categories":404},[],{"categories":406},[101],{"categories":408},[],{"categories":410},[95],{"categories":412},[115],{"categories":414},[98],{"categories":416},[101],{"categories":418},[101],{"categories":420},[137],{"categories":422},[101],{"categories":424},[],{"categories":426},[101],{"categories":428},[],{"categories":430},[115],{"categories":432},[101],{"categories":434},[181],{"categories":436},[],{"categories":438},[101],{"categories":440},[178],{"categories":442},[443],"Models & Frontier Labs",{"categories":445},[],{"categories":447},[178],{"categories":449},[450],"Regulation & Governance of AI",{"categories":452},[104],{"categories":454},[],{"categories":456},[101],{"categories":458},[101],{"categories":460},[104],{"categories":462},[137],{"categories":464},[98],{"categories":466},[101],{"categories":468},[],{"categories":470},[115],{"categories":472},[104],{"categories":474},[101],{"categories":476},[55],{"categories":478},[479],"AI Policy & Regulation",{"categories":481},[],{"categories":483},[101],{"categories":485},[55],{"categories":487},[104],{"categories":489},[101],{"categories":491},[101],{"categories":493},[101],{"categories":495},[104],{"categories":497},[],{"categories":499},[181],{"categories":501},[502],"Evals & Reliability",{"categories":504},[101],{"categories":506},[],{"categories":508},[95],{"categories":510},[327],{"categories":512},[479],{"categories":514},[101],{"categories":516},[98],{"categories":518},[101],{"categories":520},[104],{"categories":522},[101],{"categories":524},[104],{"categories":526},[392],{"categories":528},[101],{"categories":530},[115],{"categories":532},[101],{"categories":534},[],{"categories":536},[],{"categories":538},[101],{"categories":540},[327],{"categories":542},[101],{"categories":544},[101],{"categories":546},[],{"categories":548},[178],{"categories":550},[],{"categories":552},[101],{"categories":554},[],{"categories":556},[104],{"categories":558},[101],{"categories":560},[178],{"categories":562},[],{"categories":564},[101],{"categories":566},[104],{"categories":568},[101],{"categories":570},[98],{"categories":572},[104],{"categories":574},[101],{"categories":576},[101],{"categories":578},[115],{"categories":580},[178],{"categories":582},[104],{"categories":584},[],{"categories":586},[115],{"categories":588},[104],{"categories":590},[],{"categories":592},[137],{"categories":594},[],{"categories":596},[101],{"categories":598},[101],{"categories":600},[101],{"categories":602},[98,206],{"categories":604},[],{"categories":606},[101],{"categories":608},[101],{"categories":610},[104],{"categories":612},[],{"categories":614},[],{"categories":616},[101],{"categories":618},[178],{"categories":620},[101],{"categories":622},[],{"categories":624},[101],{"categories":626},[241],{"categories":628},[],{"categories":630},[104],{"categories":632},[137],{"categories":634},[101],{"categories":636},[178],{"categories":638},[],{"categories":640},[137],{"categories":642},[101],{"categories":644},[126],{"categories":646},[101],{"categories":648},[104],{"categories":650},[137],{"categories":652},[443],{"categories":654},[101],{"categories":656},[206],{"categories":658},[],{"categories":660},[104],{"categories":662},[98],{"categories":664},[115],{"categories":666},[101],{"categories":668},[104],{"categories":670},[],{"categories":672},[101,241],{"categories":674},[101],{"categories":676},[101],{"categories":678},[101],{"categories":680},[104],{"categories":682},[101,115],{"categories":684},[181],{"categories":686},[101],{"categories":688},[101],{"categories":690},[115],{"categories":692},[104],{"categories":694},[479],{"categories":696},[206],{"categories":698},[101],{"categories":700},[104],{"categories":702},[101],{"categories":704},[101],{"categories":706},[104],{"categories":708},[],{"categories":710},[101],{"categories":712},[104],{"categories":714},[101],{"categories":716},[101,98],{"categories":718},[98],{"categories":720},[],{"categories":722},[178],{"categories":724},[178],{"categories":726},[101],{"categories":728},[],{"categories":730},[],{"categories":732},[137],{"categories":734},[],{"categories":736},[95],{"categories":738},[101],{"categories":740},[115],{"categories":742},[743],"Generative UI & Design-to-Code",{"categories":745},[101],{"categories":747},[101],{"categories":749},[178],{"categories":751},[101],{"categories":753},[754],"Algorithmic Accountability",{"categories":756},[104],{"categories":758},[115],{"categories":760},[137],{"categories":762},[178],{"categories":764},[],{"categories":766},[101],{"categories":768},[101],{"categories":770},[101],{"categories":772},[104],{"categories":774},[775],"MLOps & Infrastructure",{"categories":777},[101],{"categories":779},[101],{"categories":781},[101],{"categories":783},[101],{"categories":785},[101],{"categories":787},[137],{"categories":789},[95],{"categories":791},[101],{"categories":793},[104],{"categories":795},[241],{"categories":797},[98],{"categories":799},[101],{"categories":801},[178],{"categories":803},[101],{"categories":805},[104],{"categories":807},[],{"categories":809},[],{"categories":811},[126],{"categories":813},[178],{"categories":815},[137],{"categories":817},[181],{"categories":819},[],{"categories":821},[101],{"categories":823},[101],{"categories":825},[98],{"categories":827},[101],{"categories":829},[101],{"categories":831},[101],{"categories":833},[137],{"categories":835},[126],{"categories":837},[101],{"categories":839},[178],{"categories":841},[],{"categories":843},[104],{"categories":845},[115],{"categories":847},[],{"categories":849},[101],{"categories":851},[101],{"categories":853},[104],{"categories":855},[115],{"categories":857},[101],{"categories":859},[181],{"categories":861},[],{"categories":863},[101],{"categories":865},[],{"categories":867},[101],{"categories":869},[],{"categories":871},[55],{"categories":873},[98],{"categories":875},[104],{"categories":877},[104],{"categories":879},[],{"categories":881},[95],{"categories":883},[101],{"categories":885},[98],{"categories":887},[137],{"categories":889},[95],{"categories":891},[],{"categories":893},[101],{"categories":895},[],{"categories":897},[],{"categories":899},[137],{"categories":901},[137],{"categories":903},[],{"categories":905},[392],{"categories":907},[101],{"categories":909},[178],{"categories":911},[115],{"categories":913},[],{"categories":915},[348],{"categories":917},[98],{"categories":919},[],{"categories":921},[],{"categories":923},[95],{"categories":925},[181],{"categories":927},[],{"categories":929},[206],{"categories":931},[104],{"categories":933},[98],{"categories":935},[104],{"categories":937},[98],{"categories":939},[115],{"categories":941},[],{"categories":943},[126],{"categories":945},[55],{"categories":947},[101],{"categories":949},[178],{"categories":951},[115],{"categories":953},[98],{"categories":955},[101],{"categories":957},[104],{"categories":959},[98],{"categories":961},[101],{"categories":963},[101],{"categories":965},[101],{"categories":967},[],{"categories":969},[],{"categories":971},[115],{"categories":973},[181],{"categories":975},[55],{"categories":977},[101],{"categories":979},[104],{"categories":981},[101],{"categories":983},[],{"categories":985},[137],{"categories":987},[55],{"categories":989},[101],{"categories":991},[502],{"categories":993},[241],{"categories":995},[],{"categories":997},[104],{"categories":999},[],{"categories":1001},[95],{"categories":1003},[],{"categories":1005},[101],{"categories":1007},[101],{"categories":1009},[178],{"categories":1011},[206],{"categories":1013},[115],{"categories":1015},[104],{"categories":1017},[],{"categories":1019},[115],{"categories":1021},[95],{"categories":1023},[],{"categories":1025},[98],{"categories":1027},[137],{"categories":1029},[101,241],{"categories":1031},[1032],"Design Systems for AI",{"categories":1034},[101],{"categories":1036},[137],{"categories":1038},[101],{"categories":1040},[101],{"categories":1042},[98],{"categories":1044},[101],{"categories":1046},[],{"categories":1048},[101],{"categories":1050},[101],{"categories":1052},[98],{"categories":1054},[101],{"categories":1056},[],{"categories":1058},[104],{"categories":1060},[115],{"categories":1062},[115],{"categories":1064},[178],{"categories":1066},[137],{"categories":1068},[181],{"categories":1070},[101],{"categories":1072},[95],{"categories":1074},[479],{"categories":1076},[101],{"categories":1078},[104],{"categories":1080},[101],{"categories":1082},[115],{"categories":1084},[115],{"categories":1086},[],{"categories":1088},[],{"categories":1090},[104],{"categories":1092},[55],{"categories":1094},[],{"categories":1096},[101],{"categories":1098},[],{"categories":1100},[178],{"categories":1102},[104],{"categories":1104},[115],{"categories":1106},[178],{"categories":1108},[101],{"categories":1110},[101],{"categories":1112},[178],{"categories":1114},[],{"categories":1116},[],{"categories":1118},[137],{"categories":1120},[104],{"categories":1122},[104],{"categories":1124},[101],{"categories":1126},[101],{"categories":1128},[101],{"categories":1130},[98],{"categories":1132},[101],{"categories":1134},[101],{"categories":1136},[],{"categories":1138},[115],{"categories":1140},[115],{"categories":1142},[101],{"categories":1144},[115],{"categories":1146},[98],{"categories":1148},[],{"categories":1150},[101],{"categories":1152},[101],{"categories":1154},[101],{"categories":1156},[101],{"categories":1158},[104],{"categories":1160},[95],{"categories":1162},[98],{"categories":1164},[137],{"categories":1166},[104],{"categories":1168},[126],{"categories":1170},[206],{"categories":1172},[101],{"categories":1174},[104],{"categories":1176},[],{"categories":1178},[178],{"categories":1180},[],{"categories":1182},[101],{"categories":1184},[101],{"categories":1186},[],{"categories":1188},[115],{"categories":1190},[98],{"categories":1192},[1193],"Visual & Generative Media",{"categories":1195},[104],{"categories":1197},[],{"categories":1199},[101],{"categories":1201},[101],{"categories":1203},[115],{"categories":1205},[241],{"categories":1207},[181],{"categories":1209},[479],{"categories":1211},[115],{"categories":1213},[206],{"categories":1215},[101],{"categories":1217},[178],{"categories":1219},[101],{"categories":1221},[101],{"categories":1223},[115],{"categories":1225},[104],{"categories":1227},[101],{"categories":1229},[],{"categories":1231},[],{"categories":1233},[104],{"categories":1235},[95],{"categories":1237},[104],{"categories":1239},[443],{"categories":1241},[101],{"categories":1243},[55],{"categories":1245},[98],{"categories":1247},[],{"categories":1249},[101],{"categories":1251},[55],{"categories":1253},[101],{"categories":1255},[101],{"categories":1257},[101],{"categories":1259},[101],{"categories":1261},[101],{"categories":1263},[206],{"categories":1265},[101],{"categories":1267},[392],{"categories":1269},[101],{"categories":1271},[101],{"categories":1273},[101],{"categories":1275},[101],{"categories":1277},[101],{"categories":1279},[178],{"categories":1281},[104],{"categories":1283},[],{"categories":1285},[104],{"categories":1287},[],{"categories":1289},[241],{"categories":1291},[115],{"categories":1293},[],{"categories":1295},[443],{"categories":1297},[104],{"categories":1299},[101],{"categories":1301},[178,101],{"categories":1303},[95],{"categories":1305},[],{"categories":1307},[101],{"categories":1309},[95],{"categories":1311},[1312],"Medical Imaging & Radiology",{"categories":1314},[178],{"categories":1316},[104],{"categories":1318},[115],{"categories":1320},[],{"categories":1322},[101],{"categories":1324},[101],{"categories":1326},[101],{"categories":1328},[],{"categories":1330},[],{"categories":1332},[101],{"categories":1334},[392],{"categories":1336},[101],{"categories":1338},[95],{"categories":1340},[101],{"categories":1342},[101],{"categories":1344},[],{"categories":1346},[104],{"categories":1348},[101],{"categories":1350},[55],{"categories":1352},[115],{"categories":1354},[101],{"categories":1356},[392],{"categories":1358},[101],{"categories":1360},[104],{"categories":1362},[101],{"categories":1364},[178],{"categories":1366},[104],{"categories":1368},[241],{"categories":1370},[178],{"categories":1372},[98],{"categories":1374},[104],{"categories":1376},[101],{"categories":1378},[101],{"categories":1380},[101],{"categories":1382},[101],{"categories":1384},[101],{"categories":1386},[104],{"categories":1388},[115],{"categories":1390},[101],{"categories":1392},[55],{"categories":1394},[],{"categories":1396},[137],{"categories":1398},[],{"categories":1400},[55],{"categories":1402},[104],{"categories":1404},[1032],{"categories":1406},[1032],{"categories":1408},[178],{"categories":1410},[101],{"categories":1412},[101],{"categories":1414},[104],{"categories":1416},[115],{"categories":1418},[178],{"categories":1420},[104],{"categories":1422},[137],{"categories":1424},[],{"categories":1426},[101],{"categories":1428},[],{"categories":1430},[101],{"categories":1432},[101],{"categories":1434},[101],{"categories":1436},[1437],"Contract Review & E-Discovery",{"categories":1439},[178],{"categories":1441},[101],{"categories":1443},[95],{"categories":1445},[137],{"categories":1447},[101],{"categories":1449},[101],{"categories":1451},[206],{"categories":1453},[115],{"categories":1455},[101],{"categories":1457},[101],{"categories":1459},[104],{"categories":1461},[104],{"categories":1463},[754],{"categories":1465},[104],{"categories":1467},[104],{"categories":1469},[101],{"categories":1471},[101],{"categories":1473},[104],{"categories":1475},[101],{"categories":1477},[392],{"categories":1479},[375],{"categories":1481},[101],{"categories":1483},[104],{"categories":1485},[101],{"categories":1487},[1488],"Law-Firm Practice & Adoption",{"categories":1490},[101],{"categories":1492},[104],{"categories":1494},[178],{"categories":1496},[101],{"categories":1498},[101],{"categories":1500},[],{"categories":1502},[],{"categories":1504},[115],{"categories":1506},[],{"categories":1508},[95],{"categories":1510},[241],{"categories":1512},[101],{"categories":1514},[],{"categories":1516},[95],{"categories":1518},[98],{"categories":1520},[101],{"categories":1522},[206],{"categories":1524},[],{"categories":1526},[98],{"categories":1528},[98],{"categories":1530},[],{"categories":1532},[101],{"categories":1534},[101],{"categories":1536},[115],{"categories":1538},[],{"categories":1540},[],{"categories":1542},[],{"categories":1544},[],{"categories":1546},[101],{"categories":1548},[104],{"categories":1550},[241],{"categories":1552},[101],{"categories":1554},[95],{"categories":1556},[115],{"categories":1558},[101],{"categories":1560},[101],{"categories":1562},[115],{"categories":1564},[55],{"categories":1566},[101],{"categories":1568},[775],{"categories":1570},[101],{"categories":1572},[206],{"categories":1574},[115],{"categories":1576},[98],{"categories":1578},[101],{"categories":1580},[101],{"categories":1582},[178],{"categories":1584},[101],{"categories":1586},[101],{"categories":1588},[101],{"categories":1590},[104],{"categories":1592},[101,95],{"categories":1594},[392],{"categories":1596},[101],{"categories":1598},[101],{"categories":1600},[115],{"categories":1602},[115],{"categories":1604},[178],{"categories":1606},[104],{"categories":1608},[115],{"categories":1610},[101],{"categories":1612},[101],{"categories":1614},[],{"categories":1616},[],{"categories":1618},[101],{"categories":1620},[],{"categories":1622},[101],{"categories":1624},[115],{"categories":1626},[181],{"categories":1628},[137],{"categories":1630},[178],{"categories":1632},[101],{"categories":1634},[115],{"categories":1636},[],{"categories":1638},[104],{"categories":1640},[101],{"categories":1642},[101],{"categories":1644},[101],{"categories":1646},[101],{"categories":1648},[],{"categories":1650},[104],{"categories":1652},[101],{"categories":1654},[101],{"categories":1656},[],{"categories":1658},[104],{"categories":1660},[101],{"categories":1662},[101],{"categories":1664},[98],{"categories":1666},[101],{"categories":1668},[],{"categories":1670},[95],{"categories":1672},[101],{"categories":1674},[178],{"categories":1676},[115],{"categories":1678},[101],{"categories":1680},[95],{"categories":1682},[101],{"categories":1684},[115],{"categories":1686},[206],{"categories":1688},[104],{"categories":1690},[104],{"categories":1692},[101,178],{"categories":1694},[101],{"categories":1696},[137],{"categories":1698},[101],{"categories":1700},[137],{"categories":1702},[104],{"categories":1704},[178],{"categories":1706},[],{"categories":1708},[115],{"categories":1710},[241],{"categories":1712},[178],{"categories":1714},[115],{"categories":1716},[101],{"categories":1718},[55],{"categories":1720},[101],{"categories":1722},[104],{"categories":1724},[],{"categories":1726},[],{"categories":1728},[101],{"categories":1730},[],{"categories":1732},[],{"categories":1734},[55],{"categories":1736},[115],{"categories":1738},[101],{"categories":1740},[104],{"categories":1742},[104],{"categories":1744},[98],{"categories":1746},[104],{"categories":1748},[241],{"categories":1750},[101],{"categories":1752},[101],{"categories":1754},[126],{"categories":1756},[101],{"categories":1758},[101],{"categories":1760},[104],{"categories":1762},[101],{"categories":1764},[101],{"categories":1766},[348],{"categories":1768},[754],{"categories":1770},[],{"categories":1772},[178],{"categories":1774},[1488],{"categories":1776},[115],{"categories":1778},[],{"categories":1780},[],{"categories":1782},[104],{"categories":1784},[],{"categories":1786},[],{"categories":1788},[206],{"categories":1790},[101],{"categories":1792},[206],{"categories":1794},[104],{"categories":1796},[101],{"categories":1798},[115],{"categories":1800},[],{"categories":1802},[101],{"categories":1804},[101],{"categories":1806},[115],{"categories":1808},[1437],{"categories":1810},[178],{"categories":1812},[178],{"categories":1814},[101],{"categories":1816},[104],{"categories":1818},[95],{"categories":1820},[101],{"categories":1822},[101],{"categories":1824},[101],{"categories":1826},[178],{"categories":1828},[178],{"categories":1830},[104],{"categories":1832},[104],{"categories":1834},[101],{"categories":1836},[],{"categories":1838},[101],{"categories":1840},[],{"categories":1842},[1843],"Interaction & Product Design",{"categories":1845},[101],{"categories":1847},[104],{"categories":1849},[268],{"categories":1851},[137],{"categories":1853},[115],{"categories":1855},[101],{"categories":1857},[101],{"categories":1859},[115],{"categories":1861},[95],{"categories":1863},[104],{"categories":1865},[101],{"categories":1867},[],{"categories":1869},[104],{"categories":1871},[104],{"categories":1873},[],{"categories":1875},[115],{"categories":1877},[101],{"categories":1879},[95],{"categories":1881},[1843],{"categories":1883},[101],{"categories":1885},[95],{"categories":1887},[95],{"categories":1889},[],{"categories":1891},[115],{"categories":1893},[],{"categories":1895},[104],{"categories":1897},[137],{"categories":1899},[101],{"categories":1901},[104],{"categories":1903},[101],{"categories":1905},[104],{"categories":1907},[101],{"categories":1909},[101],{"categories":1911},[137],{"categories":1913},[181],{"categories":1915},[101],{"categories":1917},[55],{"categories":1919},[115],{"categories":1921},[1922],"Coding Agents & Dev Productivity",{"categories":1924},[137],{"categories":1926},[178],{"categories":1928},[],{"categories":1930},[101],{"categories":1932},[754],{"categories":1934},[],{"categories":1936},[101],{"categories":1938},[101],{"categories":1940},[137],{"categories":1942},[],{"categories":1944},[],{"categories":1946},[101],{"categories":1948},[],{"categories":1950},[104],{"categories":1952},[101],{"categories":1954},[],{"categories":1956},[115],{"categories":1958},[115],{"categories":1960},[101],{"categories":1962},[181],{"categories":1964},[],{"categories":1966},[101],{"categories":1968},[101],{"categories":1970},[101],{"categories":1972},[181],{"categories":1974},[115],{"categories":1976},[],{"categories":1978},[],{"categories":1980},[101],{"categories":1982},[104],{"categories":1984},[104],{"categories":1986},[327],{"categories":1988},[115],{"categories":1990},[115],{"categories":1992},[104],{"categories":1994},[137],{"categories":1996},[137],{"categories":1998},[104],{"categories":2000},[104],{"categories":2002},[101],{"categories":2004},[95],{"categories":2006},[1843],{"categories":2008},[101,241],{"categories":2010},[],{"categories":2012},[178],{"categories":2014},[115],{"categories":2016},[95],{"categories":2018},[101],{"categories":2020},[104],{"categories":2022},[2023],"The Designer's Role & Craft",{"categories":2025},[178],{"categories":2027},[],{"categories":2029},[104],{"categories":2031},[101],{"categories":2033},[104],{"categories":2035},[104],{"categories":2037},[101],{"categories":2039},[206],{"categories":2041},[101],{"categories":2043},[115],{"categories":2045},[178],{"categories":2047},[101],{"categories":2049},[],{"categories":2051},[104],{"categories":2053},[178],{"categories":2055},[101],{"categories":2057},[101],{"categories":2059},[2060],"AI UX Patterns",{"categories":2062},[104],{"categories":2064},[104],{"categories":2066},[104],{"categories":2068},[104],{"categories":2070},[206],{"categories":2072},[181],{"categories":2074},[101],{"categories":2076},[104],{"categories":2078},[101],{"categories":2080},[1032],{"categories":2082},[],{"categories":2084},[206],{"categories":2086},[137],{"categories":2088},[115],{"categories":2090},[101],{"categories":2092},[104],{"categories":2094},[],{"categories":2096},[],{"categories":2098},[101],{"categories":2100},[104],{"categories":2102},[101],{"categories":2104},[104],{"categories":2106},[327],{"categories":2108},[178],{"categories":2110},[137],{"categories":2112},[115],{"categories":2114},[101],{"categories":2116},[104],{"categories":2118},[104],{"categories":2120},[],{"categories":2122},[101],{"categories":2124},[],{"categories":2126},[],{"categories":2128},[101],{"categories":2130},[101],{"categories":2132},[104],{"categories":2134},[115],{"categories":2136},[],{"categories":2138},[],{"categories":2140},[181],{"categories":2142},[126],{"categories":2144},[101],{"categories":2146},[181],{"categories":2148},[137],{"categories":2150},[101],{"categories":2152},[101],{"categories":2154},[104],{"categories":2156},[104],{"categories":2158},[101],{"categories":2160},[101],{"categories":2162},[104],{"categories":2164},[],{"categories":2166},[],{"categories":2168},[101],{"categories":2170},[241],{"categories":2172},[101],{"categories":2174},[],{"categories":2176},[],{"categories":2178},[178],{"categories":2180},[775],{"categories":2182},[104],{"categories":2184},[95],{"categories":2186},[2023],{"categories":2188},[],{"categories":2190},[],{"categories":2192},[101],{"categories":2194},[],{"categories":2196},[],{"categories":2198},[115],{"categories":2200},[137],{"categories":2202},[206],{"categories":2204},[98],{"categories":2206},[101],{"categories":2208},[101],{"categories":2210},[98],{"categories":2212},[],{"categories":2214},[178],{"categories":2216},[101],{"categories":2218},[101],{"categories":2220},[104],{"categories":2222},[98],{"categories":2224},[101],{"categories":2226},[101],{"categories":2228},[95],{"categories":2230},[101],{"categories":2232},[],{"categories":2234},[95],{"categories":2236},[101],{"categories":2238},[206],{"categories":2240},[104],{"categories":2242},[137],{"categories":2244},[101],{"categories":2246},[98],{"categories":2248},[101],{"categories":2250},[101],{"categories":2252},[101],{"categories":2254},[104],{"categories":2256},[],{"categories":2258},[101],{"categories":2260},[115],{"categories":2262},[95],{"categories":2264},[101],{"categories":2266},[101],{"categories":2268},[],{"categories":2270},[101],{"categories":2272},[392],{"categories":2274},[137],{"categories":2276},[101],{"categories":2278},[101],{"categories":2280},[],{"categories":2282},[98],{"categories":2284},[98],{"categories":2286},[101],{"categories":2288},[101],{"categories":2290},[55],{"categories":2292},[101],{"categories":2294},[101],{"categories":2296},[115],{"categories":2298},[115],{"categories":2300},[101],{"categories":2302},[],{"categories":2304},[115],{"categories":2306},[101],{"categories":2308},[115],{"categories":2310},[479],{"categories":2312},[],{"categories":2314},[],{"categories":2316},[101],{"categories":2318},[137],{"categories":2320},[],{"categories":2322},[241],{"categories":2324},[101],{"categories":2326},[101],{"categories":2328},[178],{"categories":2330},[743],{"categories":2332},[],{"categories":2334},[101],{"categories":2336},[101],{"categories":2338},[101],{"categories":2340},[115],{"categories":2342},[101],{"categories":2344},[101],{"categories":2346},[101,241],{"categories":2348},[101],{"categories":2350},[101],{"categories":2352},[178],{"categories":2354},[104],{"categories":2356},[],{"categories":2358},[104],{"categories":2360},[104],{"categories":2362},[101],{"categories":2364},[101],{"categories":2366},[101],{"categories":2368},[181],{"categories":2370},[101],{"categories":2372},[2060],{"categories":2374},[95],{"categories":2376},[181],{"categories":2378},[95],{"categories":2380},[115],{"categories":2382},[178],{"categories":2384},[104],{"categories":2386},[101],{"categories":2388},[],{"categories":2390},[101],{"categories":2392},[101],{"categories":2394},[137],{"categories":2396},[101],{"categories":2398},[104],{"categories":2400},[101],{"categories":2402},[101],{"categories":2404},[98],{"categories":2406},[],{"categories":2408},[241],{"categories":2410},[101],{"categories":2412},[327],{"categories":2414},[178],{"categories":2416},[178],{"categories":2418},[115],{"categories":2420},[104],{"categories":2422},[101],{"categories":2424},[98],{"categories":2426},[137],{"categories":2428},[101],{"categories":2430},[178],{"categories":2432},[104],{"categories":2434},[101],{"categories":2436},[101],{"categories":2438},[443],{"categories":2440},[],{"categories":2442},[101],{"categories":2444},[101],{"categories":2446},[101],{"categories":2448},[],{"categories":2450},[],{"categories":2452},[101],{"categories":2454},[101],{"categories":2456},[101],{"categories":2458},[101],{"categories":2460},[115],{"categories":2462},[101],{"categories":2464},[101],{"categories":2466},[104],{"categories":2468},[101],{"categories":2470},[101],{"categories":2472},[101],{"categories":2474},[101],{"categories":2476},[101],{"categories":2478},[],{"categories":2480},[115],{"categories":2482},[181],{"categories":2484},[101],{"categories":2486},[104],{"categories":2488},[101],{"categories":2490},[],{"categories":2492},[],{"categories":2494},[101],{"categories":2496},[101],{"categories":2498},[101],{"categories":2500},[137],{"categories":2502},[],{"categories":2504},[101],{"categories":2506},[178],{"categories":2508},[101],{"categories":2510},[241],{"categories":2512},[1488],{"categories":2514},[137],{"categories":2516},[115],{"categories":2518},[115],{"categories":2520},[115],{"categories":2522},[137],{"categories":2524},[137],{"categories":2526},[241],{"categories":2528},[],{"categories":2530},[137],{"categories":2532},[101],{"categories":2534},[95],{"categories":2536},[115],{"categories":2538},[101],{"categories":2540},[137],{"categories":2542},[],{"categories":2544},[101],{"categories":2546},[115],{"categories":2548},[181],{"categories":2550},[101],{"categories":2552},[137],{"categories":2554},[101],{"categories":2556},[115],{"categories":2558},[104],{"categories":2560},[137],{"categories":2562},[104],{"categories":2564},[241],{"categories":2566},[104],{"categories":2568},[101],{"categories":2570},[101],{"categories":2572},[115],{"categories":2574},[101],{"categories":2576},[],{"categories":2578},[98],{"categories":2580},[115],{"categories":2582},[],{"categories":2584},[],{"categories":2586},[101],{"categories":2588},[104],{"categories":2590},[101],{"categories":2592},[2593],"Frameworks & Tooling",{"categories":2595},[101],{"categories":2597},[101],{"categories":2599},[115],{"categories":2601},[101],{"categories":2603},[101],{"categories":2605},[],{"categories":2607},[181],{"categories":2609},[181],{"categories":2611},[95],{"categories":2613},[104],{"categories":2615},[178],{"categories":2617},[],{"categories":2619},[1488],{"categories":2621},[101],{"categories":2623},[115],{"categories":2625},[101],{"categories":2627},[241],{"categories":2629},[241],{"categories":2631},[],{"categories":2633},[104],{"categories":2635},[137],{"categories":2637},[137],{"categories":2639},[101],{"categories":2641},[104],{"categories":2643},[],{"categories":2645},[178],{"categories":2647},[101],{"categories":2649},[101],{"categories":2651},[],{"categories":2653},[101],{"categories":2655},[101],{"categories":2657},[],{"categories":2659},[115],{"categories":2661},[101],{"categories":2663},[115],{"categories":2665},[241],{"categories":2667},[101],{"categories":2669},[115],{"categories":2671},[98],{"categories":2673},[101],{"categories":2675},[1488],{"categories":2677},[],{"categories":2679},[104],{"categories":2681},[95],{"categories":2683},[95],{"categories":2685},[],{"categories":2687},[104],{"categories":2689},[101],{"categories":2691},[2692],"AI Design Tooling",{"categories":2694},[178],{"categories":2696},[101],{"categories":2698},[101],{"categories":2700},[115],{"categories":2702},[178],{"categories":2704},[101],{"categories":2706},[115],{"categories":2708},[137],{"categories":2710},[55],{"categories":2712},[115],{"categories":2714},[104],{"categories":2716},[],{"categories":2718},[101],{"categories":2720},[101],{"categories":2722},[104],{"categories":2724},[101],{"categories":2726},[101],{"categories":2728},[],{"categories":2730},[104],{"categories":2732},[2593],{"categories":2734},[101],{"categories":2736},[104],{"categories":2738},[104],{"categories":2740},[115],{"categories":2742},[115],{"categories":2744},[],{"categories":2746},[115],{"categories":2748},[101],{"categories":2750},[101],{"categories":2752},[104],{"categories":2754},[98],{"categories":2756},[101],{"categories":2758},[],{"categories":2760},[101],{"categories":2762},[101],{"categories":2764},[1843],{"categories":2766},[],{"categories":2768},[101],{"categories":2770},[101],{"categories":2772},[101],{"categories":2774},[],{"categories":2776},[101],{"categories":2778},[101],{"categories":2780},[101],{"categories":2782},[206],{"categories":2784},[137],{"categories":2786},[101],{"categories":2788},[101],{"categories":2790},[1488],{"categories":2792},[95],{"categories":2794},[101],{"categories":2796},[101],{"categories":2798},[181],{"categories":2800},[101],{"categories":2802},[137],{"categories":2804},[104],{"categories":2806},[],{"categories":2808},[101],{"categories":2810},[101],{"categories":2812},[178],{"categories":2814},[101],{"categories":2816},[206],{"categories":2818},[101],{"categories":2820},[104],{"categories":2822},[],{"categories":2824},[],{"categories":2826},[],{"categories":2828},[95],{"categories":2830},[137],{"categories":2832},[104],{"categories":2834},[101],{"categories":2836},[101],{"categories":2838},[101],{"categories":2840},[348],{"categories":2842},[178],{"categories":2844},[104],{"categories":2846},[101],{"categories":2848},[],{"categories":2850},[104],{"categories":2852},[104],{"categories":2854},[],{"categories":2856},[101],{"categories":2858},[104],{"categories":2860},[101],{"categories":2862},[],{"categories":2864},[101],{"categories":2866},[101],{"categories":2868},[137],{"categories":2870},[178],{"categories":2872},[104],{"categories":2874},[178],{"categories":2876},[104],{"categories":2878},[101],{"categories":2880},[98],{"categories":2882},[],{"categories":2884},[],{"categories":2886},[101],{"categories":2888},[101],{"categories":2890},[95],{"categories":2892},[104],{"categories":2894},[137],{"categories":2896},[],{"categories":2898},[178],{"categories":2900},[],{"categories":2902},[115],{"categories":2904},[115],{"categories":2906},[178],{"categories":2908},[115],{"categories":2910},[101],{"categories":2912},[],{"categories":2914},[101],{"categories":2916},[101],{"categories":2918},[],{"categories":2920},[206],{"categories":2922},[101],{"categories":2924},[241],{"categories":2926},[115],{"categories":2928},[],{"categories":2930},[104],{"categories":2932},[101],{"categories":2934},[95],{"categories":2936},[443],{"categories":2938},[104],{"categories":2940},[104],{"categories":2942},[101],{"categories":2944},[101],{"categories":2946},[],{"categories":2948},[101],{"categories":2950},[95],{"categories":2952},[101],{"categories":2954},[98],{"categories":2956},[115],{"categories":2958},[178],{"categories":2960},[],{"categories":2962},[],{"categories":2964},[],{"categories":2966},[104],{"categories":2968},[115],{"categories":2970},[178],{"categories":2972},[137],{"categories":2974},[101],{"categories":2976},[137],{"categories":2978},[104],{"categories":2980},[178],{"categories":2982},[101],{"categories":2984},[],{"categories":2986},[101],{"categories":2988},[126],{"categories":2990},[104],{"categories":2992},[178],{"categories":2994},[137],{"categories":2996},[98],{"categories":2998},[115],{"categories":3000},[101],{"categories":3002},[137],{"categories":3004},[206],{"categories":3006},[],{"categories":3008},[],{"categories":3010},[181],{"categories":3012},[392],{"categories":3014},[101],{"categories":3016},[104],{"categories":3018},[101,115],{"categories":3020},[137],{"categories":3022},[101],{"categories":3024},[101],{"categories":3026},[101],{"categories":3028},[101],{"categories":3030},[104],{"categories":3032},[101],{"categories":3034},[104],{"categories":3036},[101],{"categories":3038},[101],{"categories":3040},[],{"categories":3042},[101],{"categories":3044},[1032],{"categories":3046},[115],{"categories":3048},[178],{"categories":3050},[101],{"categories":3052},[101],{"categories":3054},[101],{"categories":3056},[181],{"categories":3058},[104],{"categories":3060},[206],{"categories":3062},[241],{"categories":3064},[],{"categories":3066},[101],{"categories":3068},[98],{"categories":3070},[104],{"categories":3072},[95],{"categories":3074},[104],{"categories":3076},[101],{"categories":3078},[104],{"categories":3080},[55],{"categories":3082},[115],{"categories":3084},[101],{"categories":3086},[101],{"categories":3088},[],{"categories":3090},[],{"categories":3092},[],{"categories":3094},[241],{"categories":3096},[101],{"categories":3098},[137],{"categories":3100},[101],{"categories":3102},[101],{"categories":3104},[101],{"categories":3106},[101],{"categories":3108},[],{"categories":3110},[181],{"categories":3112},[98],{"categories":3114},[104],{"categories":3116},[101],{"categories":3118},[],{"categories":3120},[101],{"categories":3122},[104],{"categories":3124},[101],{"categories":3126},[241],{"categories":3128},[],{"categories":3130},[178],{"categories":3132},[178],{"categories":3134},[],{"categories":3136},[115],{"categories":3138},[101],{"categories":3140},[178],{"categories":3142},[101],{"categories":3144},[98],{"categories":3146},[104],{"categories":3148},[101],{"categories":3150},[],{"categories":3152},[137],{"categories":3154},[101],{"categories":3156},[101],{"categories":3158},[101],{"categories":3160},[178],{"categories":3162},[104],{"categories":3164},[137],{"categories":3166},[],{"categories":3168},[104],{"categories":3170},[98],{"categories":3172},[104],{"categories":3174},[178],{"categories":3176},[101],{"categories":3178},[101],{"categories":3180},[101],{"categories":3182},[392],{"categories":3184},[101],{"categories":3186},[],{"categories":3188},[101],{"categories":3190},[101],{"categories":3192},[241],{"categories":3194},[137],{"categories":3196},[181],{"categories":3198},[479],{"categories":3200},[181],{"categories":3202},[],{"categories":3204},[],{"categories":3206},[],{"categories":3208},[104],{"categories":3210},[104],{"categories":3212},[115],{"categories":3214},[101],{"categories":3216},[375],{"categories":3218},[115],{"categories":3220},[101],{"categories":3222},[101],{"categories":3224},[101],{"categories":3226},[101],{"categories":3228},[104],{"categories":3230},[],{"categories":3232},[],{"categories":3234},[101],{"categories":3236},[],{"categories":3238},[101],{"categories":3240},[104],{"categories":3242},[178],{"categories":3244},[101],{"categories":3246},[101],{"categories":3248},[],{"categories":3250},[104],{"categories":3252},[55],{"categories":3254},[101],{"categories":3256},[178],{"categories":3258},[101],{"categories":3260},[104],{"categories":3262},[98],{"categories":3264},[101],{"categories":3266},[206],{"categories":3268},[104],{"categories":3270},[101],{"categories":3272},[743],{"categories":3274},[101],{"categories":3276},[104],{"categories":3278},[101],{"categories":3280},[115],{"categories":3282},[101],{"categories":3284},[443],{"categories":3286},[178],{"categories":3288},[],{"categories":3290},[137],{"categories":3292},[392],{"categories":3294},[104],{"categories":3296},[101],{"categories":3298},[],{"categories":3300},[137],{"categories":3302},[327],{"categories":3304},[104],{"categories":3306},[104],{"categories":3308},[101],{"categories":3310},[101],{"categories":3312},[104],{"categories":3314},[],{"categories":3316},[101],{"categories":3318},[98],{"categories":3320},[104],{"categories":3322},[],{"categories":3324},[115],{"categories":3326},[101],{"categories":3328},[101],{"categories":3330},[95],{"categories":3332},[137],{"categories":3334},[241],{"categories":3336},[126],{"categories":3338},[104],{"categories":3340},[104],{"categories":3342},[101],{"categories":3344},[104],{"categories":3346},[101],{"categories":3348},[95],{"categories":3350},[],{"categories":3352},[101],{"categories":3354},[101],{"categories":3356},[],{"categories":3358},[],{"categories":3360},[178],{"categories":3362},[101,98],{"categories":3364},[104],{"categories":3366},[101],{"categories":3368},[],{"categories":3370},[95],{"categories":3372},[181],{"categories":3374},[98],{"categories":3376},[101],{"categories":3378},[115],{"categories":3380},[101],{"categories":3382},[104],{"categories":3384},[101],{"categories":3386},[101],{"categories":3388},[101],{"categories":3390},[137],{"categories":3392},[1032],{"categories":3394},[104],{"categories":3396},[101],{"categories":3398},[],{"categories":3400},[],{"categories":3402},[104],{"categories":3404},[101],{"categories":3406},[241],{"categories":3408},[],{"categories":3410},[101],{"categories":3412},[104],{"categories":3414},[126],{"categories":3416},[104],{"categories":3418},[392],{"categories":3420},[],{"categories":3422},[348],{"categories":3424},[104],{"categories":3426},[101],{"categories":3428},[206],{"categories":3430},[101],{"categories":3432},[181],{"categories":3434},[104],{"categories":3436},[101],{"categories":3438},[392],{"categories":3440},[101],{"categories":3442},[241],{"categories":3444},[],{"categories":3446},[101],{"categories":3448},[206],{"categories":3450},[178],{"categories":3452},[101],{"categories":3454},[101],{"categories":3456},[],{"categories":3458},[206],{"categories":3460},[137],{"categories":3462},[101],{"categories":3464},[101],{"categories":3466},[479],{"categories":3468},[95],{"categories":3470},[101],{"categories":3472},[],{"categories":3474},[],{"categories":3476},[178],{"categories":3478},[101],{"categories":3480},[181],{"categories":3482},[206],{"categories":3484},[104],{"categories":3486},[206],{"categories":3488},[137],{"categories":3490},[],{"categories":3492},[101],{"categories":3494},[101],{"categories":3496},[],{"categories":3498},[101],{"categories":3500},[502],{"categories":3502},[101],{"categories":3504},[101],{"categories":3506},[104],{"categories":3508},[115],{"categories":3510},[392],{"categories":3512},[101],{"categories":3514},[101],{"categories":3516},[101],{"categories":3518},[],{"categories":3520},[101,115],{"categories":3522},[137],{"categories":3524},[104],{"categories":3526},[115],{"categories":3528},[104],{"categories":3530},[775],{"categories":3532},[115],{"categories":3534},[101],{"categories":3536},[95],{"categories":3538},[],{"categories":3540},[],{"categories":3542},[104],{"categories":3544},[101],{"categories":3546},[115],{"categories":3548},[95],{"categories":3550},[115],{"categories":3552},[115],{"categories":3554},[101],{"categories":3556},[206],{"categories":3558},[101],{"categories":3560},[115],{"categories":3562},[],{"categories":3564},[101],{"categories":3566},[178,101],{"categories":3568},[241],{"categories":3570},[95],{"categories":3572},[],{"categories":3574},[101],{"categories":3576},[101],{"categories":3578},[98],{"categories":3580},[98],{"categories":3582},[101],{"categories":3584},[101],{"categories":3586},[327],{"categories":3588},[101],{"categories":3590},[115],{"categories":3592},[181],{"categories":3594},[104],{"categories":3596},[115],{"categories":3598},[101],{"categories":3600},[101],{"categories":3602},[137],{"categories":3604},[206],{"categories":3606},[178],{"categories":3608},[101],{"categories":3610},[101],{"categories":3612},[101],{"categories":3614},[101],{"categories":3616},[95],{"categories":3618},[101],{"categories":3620},[104],{"categories":3622},[104],{"categories":3624},[115],{"categories":3626},[137],{"categories":3628},[115],{"categories":3630},[115],{"categories":3632},[],{"categories":3634},[],{"categories":3636},[181],{"categories":3638},[101],{"categories":3640},[115],{"categories":3642},[101],{"categories":3644},[178],{"categories":3646},[392],{"categories":3648},[348],{"categories":3650},[327],{"categories":3652},[101],{"categories":3654},[101],{"categories":3656},[101],{"categories":3658},[181],{"categories":3660},[101],{"categories":3662},[101],{"categories":3664},[101],{"categories":3666},[101],{"categories":3668},[101],{"categories":3670},[104],{"categories":3672},[95],{"categories":3674},[104],{"categories":3676},[101,98],{"categories":3678},[],{"categories":3680},[178],{"categories":3682},[],{"categories":3684},[55],{"categories":3686},[101],{"categories":3688},[137],{"categories":3690},[95],{"categories":3692},[95],{"categories":3694},[104],{"categories":3696},[104],{"categories":3698},[104],{"categories":3700},[101],{"categories":3702},[101],{"categories":3704},[98],{"categories":3706},[115],{"categories":3708},[206],{"categories":3710},[101],{"categories":3712},[],{"categories":3714},[137],{"categories":3716},[101],{"categories":3718},[101],{"categories":3720},[101],{"categories":3722},[101],{"categories":3724},[101],{"categories":3726},[115],{"categories":3728},[137],{"categories":3730},[115],{"categories":3732},[115],{"categories":3734},[101],{"categories":3736},[101],{"categories":3738},[101],{"categories":3740},[348],{"categories":3742},[101],{"categories":3744},[104],{"categories":3746},[137],{"categories":3748},[101],{"categories":3750},[101],{"categories":3752},[101],{"categories":3754},[104],{"categories":3756},[101],{"categories":3758},[101],{"categories":3760},[101],{"categories":3762},[2593],{"categories":3764},[3765],"Clinical AI",{"categories":3767},[178],{"categories":3769},[101],{"categories":3771},[101],{"categories":3773},[101],{"categories":3775},[241],{"categories":3777},[2060],{"categories":3779},[101],{"categories":3781},[55],{"categories":3783},[101],{"categories":3785},[104],{"categories":3787},[101],{"categories":3789},[101],{"categories":3791},[137],{"categories":3793},[101],{"categories":3795},[104],{"categories":3797},[115],{"categories":3799},[206],{"categories":3801},[101],{"categories":3803},[101],{"categories":3805},[98],{"categories":3807},[101],{"categories":3809},[101],{"categories":3811},[443],{"categories":3813},[101],{"categories":3815},[],{"categories":3817},[101],{"categories":3819},[115],{"categories":3821},[95],{"categories":3823},[101],{"categories":3825},[],{"categories":3827},[],{"categories":3829},[101],{"categories":3831},[],{"categories":3833},[98],{"categories":3835},[101],{"categories":3837},[104],{"categories":3839},[137],{"categories":3841},[137],{"categories":3843},[137],{"categories":3845},[137],{"categories":3847},[],{"categories":3849},[95],{"categories":3851},[104],{"categories":3853},[137],{"categories":3855},[101],{"categories":3857},[502],{"categories":3859},[55],{"categories":3861},[101],{"categories":3863},[95],{"categories":3865},[104],{"categories":3867},[101],{"categories":3869},[101],{"categories":3871},[101,104],{"categories":3873},[104],{"categories":3875},[241],{"categories":3877},[137],{"categories":3879},[104],{"categories":3881},[137],{"categories":3883},[104],{"categories":3885},[101],{"categories":3887},[],{"categories":3889},[137],{"categories":3891},[206],{"categories":3893},[95],{"categories":3895},[101],{"categories":3897},[101],{"categories":3899},[],{"categories":3901},[115],{"categories":3903},[],{"categories":3905},[95],{"categories":3907},[104],{"categories":3909},[137],{"categories":3911},[101],{"categories":3913},[137],{"categories":3915},[95],{"categories":3917},[137],{"categories":3919},[137],{"categories":3921},[],{"categories":3923},[98],{"categories":3925},[104],{"categories":3927},[137],{"categories":3929},[137],{"categories":3931},[137],{"categories":3933},[137],{"categories":3935},[137],{"categories":3937},[137],{"categories":3939},[137],{"categories":3941},[137],{"categories":3943},[137],{"categories":3945},[137],{"categories":3947},[181],{"categories":3949},[95],{"categories":3951},[101],{"categories":3953},[101],{"categories":3955},[104],{"categories":3957},[104],{"categories":3959},[],{"categories":3961},[101,95],{"categories":3963},[],{"categories":3965},[104],{"categories":3967},[137],{"categories":3969},[104],{"categories":3971},[775],{"categories":3973},[101],{"categories":3975},[101],{"categories":3977},[101],{"categories":3979},[101],{"categories":3981},[101],{"categories":3983},[327],{"categories":3985},[101],{"categories":3987},[104],{"categories":3989},[98],{"categories":3991},[104],{"categories":3993},[104],{"categories":3995},[],{"categories":3997},[104],{"categories":3999},[178],{"categories":4001},[137],{"categories":4003},[101],{"categories":4005},[],{"categories":4007},[55],{"categories":4009},[],{"categories":4011},[115],{"categories":4013},[104],{"categories":4015},[178],{"categories":4017},[101],{"categories":4019},[],{"categories":4021},[101],{"categories":4023},[],{"categories":4025},[206],{"categories":4027},[101],{"categories":4029},[],{"categories":4031},[],{"categories":4033},[137],{"categories":4035},[95],{"categories":4037},[101],{"categories":4039},[101],{"categories":4041},[98],{"categories":4043},[101],{"categories":4045},[101],{"categories":4047},[101],{"categories":4049},[98],{"categories":4051},[178],{"categories":4053},[],{"categories":4055},[101],{"categories":4057},[137],{"categories":4059},[],{"categories":4061},[101],{"categories":4063},[101],{"categories":4065},[178],{"categories":4067},[101],{"categories":4069},[206],{"categories":4071},[101],{"categories":4073},[241],{"categories":4075},[],{"categories":4077},[104],{"categories":4079},[206],{"categories":4081},[115],{"categories":4083},[],{"categories":4085},[101],{"categories":4087},[],{"categories":4089},[104],{"categories":4091},[178],{"categories":4093},[115],{"categories":4095},[],{"categories":4097},[2593],{"categories":4099},[98],{"categories":4101},[95],{"categories":4103},[101],{"categories":4105},[181],{"categories":4107},[104],{"categories":4109},[178],{"categories":4111},[115],{"categories":4113},[],{"categories":4115},[],{"categories":4117},[101],{"categories":4119},[95],{"categories":4121},[101],{"categories":4123},[206],{"categories":4125},[],{"categories":4127},[104],{"categories":4129},[104],{"categories":4131},[104],{"categories":4133},[101],{"categories":4135},[137],{"categories":4137},[115],{"categories":4139},[101],{"categories":4141},[104],{"categories":4143},[55],{"categories":4145},[101],{"categories":4147},[101],{"categories":4149},[104],{"categories":4151},[101],{"categories":4153},[55],{"categories":4155},[206],{"categories":4157},[137],{"categories":4159},[],{"categories":4161},[206],{"categories":4163},[],{"categories":4165},[115],{"categories":4167},[104],{"categories":4169},[],{"categories":4171},[101],{"categories":4173},[101],{"categories":4175},[101],{"categories":4177},[101],{"categories":4179},[104],{"categories":4181},[98],{"categories":4183},[95],{"categories":4185},[101],{"categories":4187},[178],{"categories":4189},[115],{"categories":4191},[115],{"categories":4193},[101],{"categories":4195},[181],{"categories":4197},[104],{"categories":4199},[101],{"categories":4201},[101],{"categories":4203},[104],{"categories":4205},[101],{"categories":4207},[98],{"categories":4209},[178],{"categories":4211},[115],{"categories":4213},[104],{"categories":4215},[101],{"categories":4217},[55],{"categories":4219},[101],{"categories":4221},[104],{"categories":4223},[101],{"categories":4225},[137],{"categories":4227},[],{"categories":4229},[95],{"categories":4231},[101],{"categories":4233},[101],{"categories":4235},[101],{"categories":4237},[115],{"categories":4239},[115],{"categories":4241},[101],{"categories":4243},[115],{"categories":4245},[101],{"categories":4247},[104],{"categories":4249},[101],{"categories":4251},[101],{"categories":4253},[101],{"categories":4255},[101],{"categories":4257},[],{"categories":4259},[101],{"categories":4261},[178],{"categories":4263},[98],{"categories":4265},[137],{"categories":4267},[104],{"categories":4269},[101],{"categories":4271},[101],{"categories":4273},[178],{"categories":4275},[104],{"categories":4277},[101],{"categories":4279},[206],{"categories":4281},[101],{"categories":4283},[181],{"categories":4285},[101],{"categories":4287},[101],{"categories":4289},[137],{"categories":4291},[101],{"categories":4293},[101],{"categories":4295},[101],{"categories":4297},[104],{"categories":4299},[241],{"categories":4301},[101],{"categories":4303},[115],{"categories":4305},[104],{"categories":4307},[181],{"categories":4309},[],{"categories":4311},[104],{"categories":4313},[115],{"categories":4315},[101],{"categories":4317},[1922],{"categories":4319},[178],{"categories":4321},[268],{"categories":4323},[101],{"categories":4325},[101],{"categories":4327},[95],{"categories":4329},[115],{"categories":4331},[98],{"categories":4333},[115],{"categories":4335},[101],{"categories":4337},[],{"categories":4339},[104],{"categories":4341},[104],{"categories":4343},[101],{"categories":4345},[101],{"categories":4347},[181],{"categories":4349},[],{"categories":4351},[137],{"categories":4353},[],{"categories":4355},[137],{"categories":4357},[101],{"categories":4359},[101],{"categories":4361},[104],{"categories":4363},[101],{"categories":4365},[104],{"categories":4367},[104],{"categories":4369},[],{"categories":4371},[137],{"categories":4373},[101],{"categories":4375},[],{"categories":4377},[101],{"categories":4379},[101],{"categories":4381},[],{"categories":4383},[178],{"categories":4385},[115],{"categories":4387},[104],{"categories":4389},[101],{"categories":4391},[101],{"categories":4393},[206],{"categories":4395},[101],{"categories":4397},[101],{"categories":4399},[95],{"categories":4401},[],{"categories":4403},[101],{"categories":4405},[101],{"categories":4407},[],{"categories":4409},[95],{"categories":4411},[137],{"categories":4413},[115],{"categories":4415},[55],{"categories":4417},[392],{"categories":4419},[101],{"categories":4421},[101],{"categories":4423},[101],{"categories":4425},[115],{"categories":4427},[137],{"categories":4429},[178],{"categories":4431},[101],{"categories":4433},[101],{"categories":4435},[101],{"categories":4437},[137],{"categories":4439},[178],{"categories":4441},[101],{"categories":4443},[137],{"categories":4445},[178],{"categories":4447},[101],{"categories":4449},[137],{"categories":4451},[104],{"categories":4453},[104],{"categories":4455},[104],{"categories":4457},[115],{"categories":4459},[137],{"categories":4461},[104],{"categories":4463},[104],{"categories":4465},[101],{"categories":4467},[115],{"categories":4469},[178],{"categories":4471},[101],{"categories":4473},[],{"categories":4475},[104],{"categories":4477},[],{"categories":4479},[101],{"categories":4481},[],{"categories":4483},[],{"categories":4485},[104],{"categories":4487},[98],{"categories":4489},[104],{"categories":4491},[4492],"Liability & Ethics",{"categories":4494},[101],{"categories":4496},[104],{"categories":4498},[95],{"categories":4500},[104],{"categories":4502},[98],{"categories":4504},[206],{"categories":4506},[104],{"categories":4508},[],{"categories":4510},[479],{"categories":4512},[104],{"categories":4514},[],{"categories":4516},[95],{"categories":4518},[104],{"categories":4520},[],{"categories":4522},[104],{"categories":4524},[101],{"categories":4526},[101],{"categories":4528},[137],{"categories":4530},[101],{"categories":4532},[101],{"categories":4534},[104],{"categories":4536},[101],{"categories":4538},[101],{"categories":4540},[137],{"categories":4542},[104],{"categories":4544},[115],{"categories":4546},[178],{"categories":4548},[95],{"categories":4550},[101],{"categories":4552},[101],{"categories":4554},[],{"categories":4556},[104],{"categories":4558},[104],{"categories":4560},[392],{"categories":4562},[178],{"categories":4564},[241],{"categories":4566},[137],{"categories":4568},[101],{"categories":4570},[178],{"categories":4572},[101],{"categories":4574},[95],{"categories":4576},[],{"categories":4578},[104],{"categories":4580},[101],{"categories":4582},[101],{"categories":4584},[104],{"categories":4586},[101],{"categories":4588},[178],{"categories":4590},[],{"categories":4592},[104],{"categories":4594},[55],{"categories":4596},[137],{"categories":4598},[104],{"categories":4600},[98],{"categories":4602},[],{"categories":4604},[101],{"categories":4606},[55],{"categories":4608},[101],{"categories":4610},[104],{"categories":4612},[137],{"categories":4614},[95],{"categories":4616},[241],{"categories":4618},[101],{"categories":4620},[101],{"categories":4622},[101],{"categories":4624},[137],{"categories":4626},[98],{"categories":4628},[101],{"categories":4630},[178],{"categories":4632},[137],{"categories":4634},[241],{"categories":4636},[101],{"categories":4638},[104],{"categories":4640},[],{"categories":4642},[443],{"categories":4644},[],{"categories":4646},[101],{"categories":4648},[241],{"categories":4650},[181],{"categories":4652},[104],{"categories":4654},[104],{"categories":4656},[4657],"Design News & Tools",{"categories":4659},[101],{"categories":4661},[137],{"categories":4663},[101],{"categories":4665},[101],{"categories":4667},[95],{"categories":4669},[101],{"categories":4671},[178],{"categories":4673},[104],{"categories":4675},[104],{"categories":4677},[178],{"categories":4679},[101],{"categories":4681},[392],{"categories":4683},[101],{"categories":4685},[101],{"categories":4687},[392],{"categories":4689},[101],{"categories":4691},[206],{"categories":4693},[101],{"categories":4695},[104],{"categories":4697},[],{"categories":4699},[101],{"categories":4701},[101],{"categories":4703},[101],{"categories":4705},[137],{"categories":4707},[95],{"categories":4709},[],{"categories":4711},[101],{"categories":4713},[101],{"categories":4715},[115],{"categories":4717},[502],{"categories":4719},[115],{"categories":4721},[178],{"categories":4723},[101],{"categories":4725},[101,104],{"categories":4727},[206,98],{"categories":4729},[101],{"categories":4731},[101],{"categories":4733},[101],{"categories":4735},[],{"categories":4737},[104],{"categories":4739},[],{"categories":4741},[115],{"categories":4743},[101],{"categories":4745},[115],{"categories":4747},[],{"categories":4749},[104],{"categories":4751},[101],{"categories":4753},[137],{"categories":4755},[101],{"categories":4757},[],{"categories":4759},[104],{"categories":4761},[101],{"categories":4763},[],{"categories":4765},[178],{"categories":4767},[101],{"categories":4769},[104],{"categories":4771},[101],{"categories":4773},[101],{"categories":4775},[95],{"categories":4777},[104],{"categories":4779},[101],{"categories":4781},[],{"categories":4783},[241],{"categories":4785},[206],{"categories":4787},[98],{"categories":4789},[98],{"categories":4791},[101],{"categories":4793},[95],{"categories":4795},[95],{"categories":4797},[101],{"categories":4799},[104],{"categories":4801},[101],{"categories":4803},[101],{"categories":4805},[101],{"categories":4807},[115],{"categories":4809},[101],{"categories":4811},[95],{"categories":4813},[104],{"categories":4815},[101],{"categories":4817},[206],{"categories":4819},[101],{"categories":4821},[137],{"categories":4823},[101],{"categories":4825},[101],{"categories":4827},[104],{"categories":4829},[101],{"categories":4831},[],{"categories":4833},[115],{"categories":4835},[],{"categories":4837},[115],{"categories":4839},[104],{"categories":4841},[95],{"categories":4843},[],{"categories":4845},[181],{"categories":4847},[241],{"categories":4849},[101],{"categories":4851},[115],{"categories":4853},[101],{"categories":4855},[],{"categories":4857},[137],{"categories":4859},[104],{"categories":4861},[115],{"categories":4863},[178],{"categories":4865},[101],{"categories":4867},[101],{"categories":4869},[104],{"categories":4871},[115],{"categories":4873},[104],{"categories":4875},[137],{"categories":4877},[101],{"categories":4879},[95],{"categories":4881},[137],{"categories":4883},[115],{"categories":4885},[101],{"categories":4887},[178],{"categories":4889},[98],{"categories":4891},[101],{"categories":4893},[101],{"categories":4895},[101],{"categories":4897},[101],{"categories":4899},[101],{"categories":4901},[104],{"categories":4903},[101],{"categories":4905},[104],{"categories":4907},[101],{"categories":4909},[101],{"categories":4911},[95],{"categories":4913},[101],{"categories":4915},[104],{"categories":4917},[104],{"categories":4919},[178],{"categories":4921},[104],{"categories":4923},[104],{"categories":4925},[95],{"categories":4927},[104],{"categories":4929},[178],{"categories":4931},[],{"categories":4933},[101],{"categories":4935},[181],{"categories":4937},[392],{"categories":4939},[101],{"categories":4941},[101],{"categories":4943},[101],{"categories":4945},[115],{"categories":4947},[101],{"categories":4949},[],{"categories":4951},[104],{"categories":4953},[206],{"categories":4955},[101],{"categories":4957},[137],{"categories":4959},[104],{"categories":4961},[101],{"categories":4963},[206],{"categories":4965},[104],{"categories":4967},[98],{"categories":4969},[98],{"categories":4971},[101],{"categories":4973},[101],{"categories":4975},[101],{"categories":4977},[95],{"categories":4979},[],{"categories":4981},[101],{"categories":4983},[101],{"categories":4985},[104],{"categories":4987},[104],{"categories":4989},[101],{"categories":4991},[101],{"categories":4993},[101],{"categories":4995},[115],{"categories":4997},[],{"categories":4999},[95],{"categories":5001},[101],{"categories":5003},[101],{"categories":5005},[104],{"categories":5007},[104],{"categories":5009},[],{"categories":5011},[115],{"categories":5013},[115],{"categories":5015},[101],{"categories":5017},[206],{"categories":5019},[98],{"categories":5021},[178],{"categories":5023},[],{"categories":5025},[101],{"categories":5027},[104],{"categories":5029},[95],{"categories":5031},[101],{"categories":5033},[115],{"categories":5035},[95],{"categories":5037},[137],{"categories":5039},[181],{"categories":5041},[137],{"categories":5043},[104],{"categories":5045},[],{"categories":5047},[137],{"categories":5049},[104],{"categories":5051},[178],{"categories":5053},[181],{"categories":5055},[101],{"categories":5057},[],{"categories":5059},[104],{"categories":5061},[104],{"categories":5063},[2593],{"categories":5065},[137],{"categories":5067},[115],{"categories":5069},[101],{"categories":5071},[101],{"categories":5073},[101],{"categories":5075},[101],{"categories":5077},[98],{"categories":5079},[101],{"categories":5081},[95],{"categories":5083},[1488],{"categories":5085},[241],{"categories":5087},[95],{"categories":5089},[],{"categories":5091},[],{"categories":5093},[137],{"categories":5095},[104],{"categories":5097},[137],{"categories":5099},[],{"categories":5101},[104],{"categories":5103},[104],{"categories":5105},[104],{"categories":5107},[],{"categories":5109},[101],{"categories":5111},[],{"categories":5113},[137],{"categories":5115},[95],{"categories":5117},[178],{"categories":5119},[101],{"categories":5121},[104],{"categories":5123},[137],{"categories":5125},[101],{"categories":5127},[137],{"categories":5129},[],{"categories":5131},[137],{"categories":5133},[95],{"categories":5135},[392],{"categories":5137},[104],{"categories":5139},[101],{"categories":5141},[],{"categories":5143},[115],{"categories":5145},[104],{"categories":5147},[55],{"categories":5149},[104],{"categories":5151},[95],{"categories":5153},[],{"categories":5155},[],{"categories":5157},[],{"categories":5159},[178],{"categories":5161},[104],{"categories":5163},[101],{"categories":5165},[101],{"categories":5167},[],{"categories":5169},[],{"categories":5171},[],{"categories":5173},[178],{"categories":5175},[101],{"categories":5177},[],{"categories":5179},[104],{"categories":5181},[101],{"categories":5183},[95],{"categories":5185},[],{"categories":5187},[],{"categories":5189},[178],{"categories":5191},[101],{"categories":5193},[137],{"categories":5195},[],{"categories":5197},[206],{"categories":5199},[137],{"categories":5201},[206],{"categories":5203},[181],{"categories":5205},[101],{"categories":5207},[101],{"categories":5209},[],{"categories":5211},[],{"categories":5213},[104],{"categories":5215},[],{"categories":5217},[101],{"categories":5219},[392],{"categories":5221},[101],{"categories":5223},[101],{"categories":5225},[101],{"categories":5227},[101],{"categories":5229},[],{"categories":5231},[104],{"categories":5233},[101],{"categories":5235},[101],{"categories":5237},[],{"categories":5239},[104],{"categories":5241},[101],{"categories":5243},[137],{"categories":5245},[101],{"categories":5247},[206],{"categories":5249},[98],{"categories":5251},[101],{"categories":5253},[101],{"categories":5255},[104],{"categories":5257},[181],{"categories":5259},[104],{"categories":5261},[104],{"categories":5263},[],{"categories":5265},[104],{"categories":5267},[],{"categories":5269},[101],{"categories":5271},[],{"categories":5273},[137],{"categories":5275},[98],{"categories":5277},[],{"categories":5279},[101],{"categories":5281},[],{"categories":5283},[178],{"categories":5285},[95],{"categories":5287},[],{"categories":5289},[98],{"categories":5291},[206],{"categories":5293},[101],{"categories":5295},[115],{"categories":5297},[95],{"categories":5299},[181],{"categories":5301},[98],{"categories":5303},[115],{"categories":5305},[115],{"categories":5307},[],{"categories":5309},[101],{"categories":5311},[],{"categories":5313},[104],{"categories":5315},[95],{"categories":5317},[178],{"categories":5319},[101],{"categories":5321},[95],{"categories":5323},[104],{"categories":5325},[241],{"categories":5327},[101],{"categories":5329},[101],{"categories":5331},[101],{"categories":5333},[95],{"categories":5335},[181],{"categories":5337},[104],{"categories":5339},[],{"categories":5341},[101],{"categories":5343},[101],{"categories":5345},[115],{"categories":5347},[104],{"categories":5349},[137],{"categories":5351},[115],{"categories":5353},[101],{"categories":5355},[55],{"categories":5357},[],{"categories":5359},[178],{"categories":5361},[137],{"categories":5363},[95],{"categories":5365},[104],{"categories":5367},[101],{"categories":5369},[101],{"categories":5371},[104],{"categories":5373},[55],{"categories":5375},[101],{"categories":5377},[104],{"categories":5379},[101],{"categories":5381},[98],{"categories":5383},[104],{"categories":5385},[104,241],{"categories":5387},[101],{"categories":5389},[101],{"categories":5391},[104],{"categories":5393},[115],{"categories":5395},[101],{"categories":5397},[101],{"categories":5399},[181],{"categories":5401},[104],{"categories":5403},[206],{"categories":5405},[104],{"categories":5407},[98],{"categories":5409},[],{"categories":5411},[104],{"categories":5413},[101],{"categories":5415},[98],{"categories":5417},[],{"categories":5419},[],{"categories":5421},[115],{"categories":5423},[101],{"categories":5425},[101],{"categories":5427},[104],{"categories":5429},[181],{"categories":5431},[206],{"categories":5433},[101],{"categories":5435},[101],{"categories":5437},[104],{"categories":5439},[],{"categories":5441},[104],{"categories":5443},[137],{"categories":5445},[104],{"categories":5447},[],{"categories":5449},[137],{"categories":5451},[115],{"categories":5453},[2593],{"categories":5455},[95],{"categories":5457},[115],{"categories":5459},[101],{"categories":5461},[104],{"categories":5463},[101],{"categories":5465},[101],{"categories":5467},[206],{"categories":5469},[115],{"categories":5471},[],{"categories":5473},[137],{"categories":5475},[101],{"categories":5477},[],{"categories":5479},[104],{"categories":5481},[101],{"categories":5483},[101],{"categories":5485},[101],{"categories":5487},[101],{"categories":5489},[104],{"categories":5491},[101],{"categories":5493},[101],{"categories":5495},[55],{"categories":5497},[104],{"categories":5499},[101],{"categories":5501},[101],{"categories":5503},[101],{"categories":5505},[101],{"categories":5507},[101],{"categories":5509},[101],{"categories":5511},[98],{"categories":5513},[],{"categories":5515},[55],{"categories":5517},[137],{"categories":5519},[104],{"categories":5521},[101],{"categories":5523},[115],{"categories":5525},[],{"categories":5527},[115],{"categories":5529},[115],{"categories":5531},[104],{"categories":5533},[115],{"categories":5535},[101],{"categories":5537},[101],{"categories":5539},[115],{"categories":5541},[101],{"categories":5543},[104],{"categories":5545},[137],{"categories":5547},[101],{"categories":5549},[101],{"categories":5551},[101],{"categories":5553},[98],{"categories":5555},[101],{"categories":5557},[104],{"categories":5559},[178],{"categories":5561},[],{"categories":5563},[101],{"categories":5565},[181],{"categories":5567},[104],{"categories":5569},[101],{"categories":5571},[101],{"categories":5573},[],{"categories":5575},[101],{"categories":5577},[101],{"categories":5579},[137],{"categories":5581},[101],{"categories":5583},[101],{"categories":5585},[104],{"categories":5587},[206],{"categories":5589},[],{"categories":5591},[],{"categories":5593},[115],{"categories":5595},[101],{"categories":5597},[137],{"categories":5599},[115],{"categories":5601},[137],{"categories":5603},[101],{"categories":5605},[206],{"categories":5607},[181],{"categories":5609},[101],{"categories":5611},[95],{"categories":5613},[104],{"categories":5615},[101],{"categories":5617},[104],{"categories":5619},[104],{"categories":5621},[101],{"categories":5623},[98],{"categories":5625},[],{"categories":5627},[181],{"categories":5629},[101],{"categories":5631},[],{"categories":5633},[137],{"categories":5635},[101],{"categories":5637},[181],{"categories":5639},[101],{"categories":5641},[115],{"categories":5643},[115],{"categories":5645},[115],{"categories":5647},[104],{"categories":5649},[104],{"categories":5651},[104],{"categories":5653},[101],{"categories":5655},[101],{"categories":5657},[178],{"categories":5659},[181],{"categories":5661},[181],{"categories":5663},[],{"categories":5665},[137],{"categories":5667},[101],{"categories":5669},[101],{"categories":5671},[115],{"categories":5673},[],{"categories":5675},[137],{"categories":5677},[137],{"categories":5679},[137],{"categories":5681},[],{"categories":5683},[104],{"categories":5685},[101],{"categories":5687},[],{"categories":5689},[95],{"categories":5691},[98],{"categories":5693},[],{"categories":5695},[101],{"categories":5697},[101],{"categories":5699},[],{"categories":5701},[115],{"categories":5703},[],{"categories":5705},[],{"categories":5707},[],{"categories":5709},[],{"categories":5711},[101],{"categories":5713},[137],{"categories":5715},[],{"categories":5717},[],{"categories":5719},[101],{"categories":5721},[101],{"categories":5723},[101],{"categories":5725},[181],{"categories":5727},[101],{"categories":5729},[181],{"categories":5731},[],{"categories":5733},[181],{"categories":5735},[181],{"categories":5737},[241],{"categories":5739},[104],{"categories":5741},[115],{"categories":5743},[],{"categories":5745},[],{"categories":5747},[181],{"categories":5749},[115],{"categories":5751},[115],{"categories":5753},[115],{"categories":5755},[],{"categories":5757},[95],{"categories":5759},[115],{"categories":5761},[115],{"categories":5763},[95],{"categories":5765},[115],{"categories":5767},[98],{"categories":5769},[115],{"categories":5771},[115],{"categories":5773},[115],{"categories":5775},[181],{"categories":5777},[137],{"categories":5779},[137],{"categories":5781},[101],{"categories":5783},[115],{"categories":5785},[181],{"categories":5787},[241],{"categories":5789},[181],{"categories":5791},[181],{"categories":5793},[181],{"categories":5795},[],{"categories":5797},[98],{"categories":5799},[],{"categories":5801},[241],{"categories":5803},[115],{"categories":5805},[115],{"categories":5807},[115],{"categories":5809},[104],{"categories":5811},[137,98],{"categories":5813},[181],{"categories":5815},[],{"categories":5817},[],{"categories":5819},[181],{"categories":5821},[],{"categories":5823},[181],{"categories":5825},[137],{"categories":5827},[104],{"categories":5829},[],{"categories":5831},[115],{"categories":5833},[101],{"categories":5835},[178],{"categories":5837},[],{"categories":5839},[101],{"categories":5841},[],{"categories":5843},[137],{"categories":5845},[95],{"categories":5847},[181],{"categories":5849},[],{"categories":5851},[115],{"categories":5853},[137],[5855,5935,5996,6456],{"id":5856,"title":5857,"ai":5858,"body":5863,"categories":5909,"created_at":56,"date_modified":56,"description":47,"extension":57,"faq":56,"featured":58,"kicker_label":56,"meta":5910,"navigation":71,"path":5921,"published_at":5922,"question":56,"scraped_at":5923,"seo":5924,"sitemap":5925,"source_id":5926,"source_name":5927,"source_type":5928,"source_url":5929,"stem":5930,"tags":5931,"thumbnail_url":56,"tldr":5932,"tweet":56,"unknown_tags":5933,"__hash__":5934},"summaries\u002Fsummaries\u002F05c66e977c5cef58-consumer-skepticism-toward-ai-in-brand-messaging-summary.md","Consumer Skepticism Toward AI in Brand Messaging",{"provider":7,"model":8,"input_tokens":5859,"output_tokens":5860,"processing_time_ms":5861,"cost_usd":5862},9824,526,3135,0.003245,{"type":14,"value":5864,"toc":5905},[5865,5869,5872,5876,5879,5882],[17,5866,5868],{"id":5867},"the-trust-gap-in-ai-driven-content","The Trust Gap in AI-Driven Content",[22,5870,5871],{},"Consumers are increasingly wary of AI-generated content, with 60% of U.S. respondents stating that the inclusion of 'AI' in brand messaging acts as a deterrent. This skepticism extends to the reliability of AI-generated answers; 86% of users do not fully trust AI outputs and prefer to verify information by clicking through to original sources. In fact, 42% of consumers report trusting AI-generated answers without clear attribution less than they trust notoriously disliked items like medical bills or airline fees. Nearly 75% of respondents feel the internet has become 'less human' over the past decade.",[17,5873,5875],{"id":5874},"navigating-the-shift-to-ai-first-discovery","Navigating the Shift to AI-First Discovery",[22,5877,5878],{},"Despite consumer hesitation, brands are under pressure to optimize for AI search engines, as 60% of enterprise decision-makers report an increase in traffic from AI-driven platforms. This creates a dual challenge: brands must ensure their content is machine-readable to remain visible to AI agents while simultaneously maintaining a 'human' quality to retain users who click through to their sites.",[22,5880,5881],{},"Key findings from the report suggest:",[5883,5884,5885,5893,5899],"ul",{},[5886,5887,5888,5892],"li",{},[5889,5890,5891],"strong",{},"Attribution as a Trust Signal:"," 33% of consumers identify clicking through to an original source as their primary method for establishing trust.",[5886,5894,5895,5898],{},[5889,5896,5897],{},"Strategic Priority:"," 74% of enterprise leaders view AI discoverability and attribution as a significant or primary business priority.",[5886,5900,5901,5904],{},[5889,5902,5903],{},"Open Web Advocacy:"," 80% of consumers believe web information should remain openly accessible rather than siloed within a few large organizations, reinforcing the importance of open-source and federated protocols.",{"title":47,"searchDepth":48,"depth":48,"links":5906},[5907,5908],{"id":5867,"depth":48,"text":5868},{"id":5874,"depth":48,"text":5875},[55],{"content_references":5911,"triage":5918},[5912],{"type":5913,"title":5914,"author":5915,"url":5916,"context":5917},"report","Future of the Web 2026","WordPress VIP","https:\u002F\u002Fwpvip.com\u002Ffuture-of-the-web-2026\u002F","cited",{"relevance":67,"novelty":68,"quality":67,"actionability":68,"composite":5919,"reasoning":5920},3.6,"Category: Marketing & Growth. The article discusses consumer skepticism towards AI in brand messaging, which directly relates to product strategy and marketing practices. It provides insights into consumer behavior that can inform marketing strategies, although it lacks specific actionable steps for addressing these challenges.","\u002Fsummaries\u002F05c66e977c5cef58-consumer-skepticism-toward-ai-in-brand-messaging-summary","2026-06-16 16:49:44","2026-06-17 12:57:02",{"title":5857,"description":47},{"loc":5921},"05c66e977c5cef58","TechCrunch — AI","article","https:\u002F\u002Ftechcrunch.com\u002F2026\u002F06\u002F16\u002Fsixty-percent-of-u-s-consumers-say-ai-in-brand-messaging-is-a-turnoff-survey-finds\u002F","summaries\u002F05c66e977c5cef58-consumer-skepticism-toward-ai-in-brand-messaging-summary",[83,86,84],"A WordPress VIP survey reveals that 60% of U.S. consumers find 'AI' in brand messaging to be a turnoff, highlighting a growing demand for human-authored content and transparent source attribution.",[],"3MOjav5sPw2PG6LJMpJmvJ60Hd8fg-8fZajzzKARgp0",{"id":5936,"title":5937,"ai":5938,"body":5943,"categories":5971,"created_at":56,"date_modified":56,"description":47,"extension":57,"faq":56,"featured":58,"kicker_label":56,"meta":5972,"navigation":71,"path":5984,"published_at":5985,"question":56,"scraped_at":5986,"seo":5987,"sitemap":5988,"source_id":5989,"source_name":5927,"source_type":5928,"source_url":5990,"stem":5991,"tags":5992,"thumbnail_url":56,"tldr":5993,"tweet":56,"unknown_tags":5994,"__hash__":5995},"summaries\u002Fsummaries\u002F939849a9cc35e469-using-ai-to-transform-sports-data-into-fan-engagem-summary.md","Using AI to Transform Sports Data into Fan Engagement",{"provider":7,"model":8,"input_tokens":5939,"output_tokens":5940,"processing_time_ms":5941,"cost_usd":5942},6409,533,3043,0.00240175,{"type":14,"value":5944,"toc":5966},[5945,5949,5952,5956,5959,5963],[17,5946,5948],{"id":5947},"transforming-raw-telemetry-into-narrative","Transforming Raw Telemetry into Narrative",[22,5950,5951],{},"Formula One teams process millions of data points per second during races. Ferrari’s partnership with IBM focuses on bridging the gap between this raw technical data and fan experience. By leveraging enterprise AI, the team is moving away from static race updates toward a dynamic, storytelling-driven app. This includes AI-generated race summaries, behind-the-scenes content, and interactive features like predictive gaming and an AI-powered companion for fan inquiries. This strategy aims to maintain engagement throughout the entire year, rather than just during race weekends.",[17,5953,5955],{"id":5954},"data-driven-personalization-and-loyalty","Data-Driven Personalization and Loyalty",[22,5957,5958],{},"To address a diversifying global audience—which now includes a significant percentage of Gen Z and female fans—Ferrari is using AI to analyze engagement signals. By tracking which content resonates and monitoring the sentiment of fan interactions, the team can refine its content delivery. This feedback loop allows the team to tailor experiences to individual preferences, aiming to make every fan feel the app was built specifically for them. The effectiveness of this approach is evidenced by a 62% increase in engagement over race weekends since the implementation of these AI-enhanced features.",[17,5960,5962],{"id":5961},"strategic-fan-development","Strategic Fan Development",[22,5964,5965],{},"Ferrari’s approach highlights a shift in sports marketing where teams are prioritizing owned platforms over third-party social media. By appointing a dedicated \"head of fan development\" and focusing on localized, interactive content (such as offering the app in Italian for the first time), the team is building a direct, loyal relationship with its fanbase. The long-term goal is to leverage AI to deliver increasingly granular data and personalized insights, ensuring that both long-time supporters and new fans remain deeply connected to the team's narrative.",{"title":47,"searchDepth":48,"depth":48,"links":5967},[5968,5969,5970],{"id":5947,"depth":48,"text":5948},{"id":5954,"depth":48,"text":5955},{"id":5961,"depth":48,"text":5962},[55],{"content_references":5973,"triage":5982},[5974,5978],{"type":5975,"title":5976,"context":5977},"tool","Scuderia Ferrari HP Fan App","mentioned",{"type":5979,"title":5980,"publisher":5981,"context":5977},"other","Drive to Survive","Netflix",{"relevance":67,"novelty":68,"quality":67,"actionability":68,"composite":5919,"reasoning":5983},"Category: Marketing & Growth. The article discusses how Ferrari uses AI to enhance fan engagement through personalized storytelling, addressing a specific audience pain point of leveraging AI for growth. It provides insights into the strategies employed but lacks detailed frameworks or techniques that the audience could directly implement.","\u002Fsummaries\u002F939849a9cc35e469-using-ai-to-transform-sports-data-into-fan-engagem-summary","2026-05-23 15:08:00","2026-05-23 19:02:02",{"title":5937,"description":47},{"loc":5984},"939849a9cc35e469","https:\u002F\u002Ftechcrunch.com\u002F2026\u002F05\u002F23\u002Fferrari-is-using-ai-to-create-f1-superfans\u002F","summaries\u002F939849a9cc35e469-using-ai-to-transform-sports-data-into-fan-engagem-summary",[83,84,85],"Scuderia Ferrari is partnering with IBM to overhaul its fan app, using AI to convert complex race-day telemetry into personalized, year-round storytelling experiences that have increased engagement by 62%.",[],"KVz1sZV9fu2SJT5EYS1fEgc_PpjJipg0agvMzywBlRc",{"id":5997,"title":5998,"ai":5999,"body":6005,"categories":6419,"created_at":56,"date_modified":56,"description":47,"extension":57,"faq":56,"featured":58,"kicker_label":56,"meta":6420,"navigation":71,"path":6443,"published_at":56,"question":56,"scraped_at":6444,"seo":6445,"sitemap":6446,"source_id":6447,"source_name":6448,"source_type":5928,"source_url":6449,"stem":6450,"tags":6451,"thumbnail_url":56,"tldr":6453,"tweet":56,"unknown_tags":6454,"__hash__":6455},"summaries\u002Fsummaries\u002F0e671050045708f3-solve-18-customer-needs-to-drive-product-loyalty-summary.md","Solve 18 Customer Needs to Drive Product Loyalty",{"provider":7,"model":6000,"input_tokens":6001,"output_tokens":6002,"processing_time_ms":6003,"cost_usd":6004},"x-ai\u002Fgrok-4.1-fast",8365,3590,40825,0.00344535,{"type":14,"value":6006,"toc":6411},[6007,6011,6014,6020,6031,6035,6038,6123,6129,6133,6136,6219,6224,6228,6235,6256,6267,6272,6278,6282,6285,6291,6327,6332,6343,6349,6355,6360,6365,6370,6375,6379],[17,6008,6010],{"id":6009},"prioritize-needs-to-fuel-growth-and-innovation","Prioritize Needs to Fuel Growth and Innovation",[22,6012,6013],{},"Customer needs are motives driving purchases—solve them proactively for satisfied users who sustain your business. Start by obsessing over customers: fulfilled needs create loyalty, repeat business, and word-of-mouth growth. Exceeding expectations correlates directly with satisfaction scores, reducing churn and service load. Innovation follows—anticipate needs before customers articulate them, using their feedback to iterate products ahead of competitors.",[22,6015,6016,6019],{},[5889,6017,6018],{},"Trade-off",": Pure tech-first building fails; as Steve Jobs noted, \"You’ve got to start with the customer experience and work backwards to the technology.\" Balance human empathy with scale via AI, which analyzes data but misses sarcasm or nuance—always validate with real interactions.",[22,6021,6022,6023,6026,6027,6030],{},"In practice, segment needs into ",[5889,6024,6025],{},"product"," (what the offering does) and ",[5889,6028,6029],{},"service"," (ongoing relationship). For AI-powered products, map these to features like agent reliability or dashboard usability. Use customer profiles (free templates recommended) to document personas, pains, and solutions.",[17,6032,6034],{"id":6033},"product-needs-build-offerings-that-deliver-tangible-wins","Product Needs: Build Offerings That Deliver Tangible Wins",[22,6036,6037],{},"Focus here on core utility—customers buy to solve problems, so engineer for reliability and fit. Test rigorously: prototype, A\u002FB, monitor usage. Common pitfall: assuming \"good enough\" functionality; triple-check like pre-rental gear inspections.",[5883,6039,6040,6051,6060,6069,6078,6087,6096,6105,6114],{},[5886,6041,6042,6045,6046,6050],{},[5889,6043,6044],{},"Functionality",": Must work flawlessly. ",[6047,6048,6049],"em",{},"How",": Rigorous QA—e.g., test amps before band gigs to protect reputation.",[5886,6052,6053,6056,6057,6059],{},[5889,6054,6055],{},"Price",": Match budgets, from budget to premium prestige. ",[6047,6058,6049],{},": Tiered plans; touring bands cram rooms at Best Western to save.",[5886,6061,6062,6065,6066,6068],{},[5889,6063,6064],{},"Convenience",": Save time\u002Faccessibility. ",[6047,6067,6049],{},": Delivery\u002Fsetup services for busy musicians; integrate like HubSpot's Gmail extension for seamless CRM logging.",[5886,6070,6071,6074,6075,6077],{},[5889,6072,6073],{},"Experience",": Memorable joy. ",[6047,6076,6049],{},": Post-show fan greets; design UIs for delight, not just utility.",[5886,6079,6080,6083,6084,6086],{},[5889,6081,6082],{},"Design",": Aesthetic appeal. ",[6047,6085,6049],{},": Fashion-forward merch sells to non-fans; prioritize tokens in design systems.",[5886,6088,6089,6092,6093,6095],{},[5889,6090,6091],{},"Reliability",": Consistent performance. ",[6047,6094,6049],{},": Inspect\u002Ftest gear round-trip; add redundancy in AI pipelines.",[5886,6097,6098,6101,6102,6104],{},[5889,6099,6100],{},"Performance",": Goal-achieving power, scaled to need. ",[6047,6103,6049],{},": Apartment stick vac for small spaces vs. shop vac—match to user context.",[5886,6106,6107,6110,6111,6113],{},[5889,6108,6109],{},"Efficiency",": Streamline workflows. ",[6047,6112,6049],{},": Automate email tracking; build AI agents that cut manual steps.",[5886,6115,6116,6119,6120,6122],{},[5889,6117,6118],{},"Compatibility",": Integrate with ecosystem. ",[6047,6121,6049],{},": Splice samples work in Logic Pro; ensure API compatibility for your tools.",[22,6124,6125,6128],{},[5889,6126,6127],{},"Quality criteria",": Does it solve the problem 100% of the time? Measure via NPS post-use, error logs. Before: Generic product fails sporadically. After: Tailored, reliable solution retains users.",[17,6130,6132],{"id":6131},"service-needs-foster-trust-through-human-centric-support","Service Needs: Foster Trust Through Human-Centric Support",[22,6134,6135],{},"Post-sale wins loyalty—empower users, communicate openly. Pitfall: Ticket-closing speed over resolution; prioritize empathy. For SaaS\u002FAI products, embed self-service knowledge bases and omnichannel support.",[5883,6137,6138,6147,6156,6165,6174,6183,6192,6201,6210],{},[5886,6139,6140,6143,6144,6146],{},[5889,6141,6142],{},"Empathy",": Genuine understanding. ",[6047,6145,6049],{},": Active listening in support; HubSpot reps expressed concern beyond quick fixes.",[5886,6148,6149,6152,6153,6155],{},[5889,6150,6151],{},"Fairness",": Equitable terms\u002Fpricing. ",[6047,6154,6049],{},": Warranty even on secondhand gear (Darkglass); avoid nickel-and-diming.",[5886,6157,6158,6161,6162,6164],{},[5889,6159,6160],{},"Transparency",": Open about issues. ",[6047,6163,6049],{},": Alert on outages; builds trust during software breaks.",[5886,6166,6167,6170,6171,6173],{},[5889,6168,6169],{},"Control",": User empowerment. ",[6047,6172,6049],{},": Easy returns\u002Fsub changes like Costco's policy—confidence booster.",[5886,6175,6176,6179,6180,6182],{},[5889,6177,6178],{},"Options",": Choice in channels\u002Fproducts. ",[6047,6181,6049],{},": Omnichannel (phone\u002Fchat\u002Fsocial); varied subscriptions.",[5886,6184,6185,6188,6189,6191],{},[5889,6186,6187],{},"Information",": Ongoing education. ",[6047,6190,6049],{},": Gear blogs, knowledge bases; guide new users.",[5886,6193,6194,6197,6198,6200],{},[5889,6195,6196],{},"Identity",": Value alignment. ",[6047,6199,6049],{},": Sustainable brands like Pukka tea; reflect user ethics in positioning.",[5886,6202,6203,6206,6207,6209],{},[5889,6204,6205],{},"Security",": Safety\u002Fdata protection. ",[6047,6208,6049],{},": Proven locks like Kryptonite; testimonials + compliance.",[5886,6211,6212,6215,6216,6218],{},[5889,6213,6214],{},"Community",": Belonging. ",[6047,6217,6049],{},": Fan meetups, street teams; Discord\u002Fforums for your product users.",[22,6220,6221,6223],{},[5889,6222,6127],{},": Do users feel heard\u002Fsecure? Track CSAT, retention. Before: Frustrated support tickets. After: Proactive community drives advocacy.",[17,6225,6227],{"id":6226},"harness-ai-to-uncover-and-predict-needs-at-scale","Harness AI to Uncover and Predict Needs at Scale",[22,6229,6230,6231,6234],{},"AI scales human insight: process big data for trends humans miss. ",[5889,6232,6233],{},"Steps",":",[6236,6237,6238,6244,6250],"ol",{},[5886,6239,6240,6243],{},[5889,6241,6242],{},"Data Analysis",": Ingest CRM\u002Flogs\u002Freviews; spot patterns (e.g., popular rentals via HubSpot).",[5886,6245,6246,6249],{},[5889,6247,6248],{},"Predictive Analytics",": Forecast from history—anticipate churn or upsell.",[5886,6251,6252,6255],{},[5889,6253,6254],{},"Sentiment Analysis",": NLP on feedback for nuanced feelings.",[22,6257,6258,6261,6262,6266],{},[5889,6259,6260],{},"Implementation",": Feed customer data into tools like HubSpot's Breeze AI or custom LLMs. Prompt: \"Analyze these reviews for unmet needs in ",[6263,6264,6265],"span",{},"category",".\" Validate with surveys—AI hallucinates subtlety.",[22,6268,6269,6271],{},[5889,6270,6018],{},": Fast but impersonal; pair with empathy training. Example: Predict gear demand from past bookings to stock proactively.",[22,6273,6274,6277],{},[5889,6275,6276],{},"Exercise",": Build a RAG pipeline: Index support tickets, query with agent for need summaries.",[17,6279,6281],{"id":6280},"identify-needs-data-first-workflow-with-validation-loops","Identify Needs: Data-First Workflow with Validation Loops",[22,6283,6284],{},"Assumed level: Product builders with basic analytics access. Fits early product discovery to iteration.",[22,6286,6287,6290],{},[5889,6288,6289],{},"Method"," (non-chronological, iterative):",[6236,6292,6293,6303,6309,6315,6321],{},[5886,6294,6295,6298,6299,6302],{},[5889,6296,6297],{},"Mine Existing Data",": CRM for behaviors (rentals, drop-offs). ",[6047,6300,6301],{},"Dependency",": Clean data pipeline.",[5886,6304,6305,6308],{},[5889,6306,6307],{},"Customer Interviews\u002FSurveys",": Direct asks—\"What frustrates you?\" Avoid leading questions.",[5886,6310,6311,6314],{},[5889,6312,6313],{},"Feedback Channels",": Reviews, support tickets, social.",[5886,6316,6317,6320],{},[5889,6318,6319],{},"Competitor Analysis",": What do switchers praise\u002Fmiss?",[5886,6322,6323,6326],{},[5889,6324,6325],{},"AI Augment",": Run sentiment on aggregates.",[22,6328,6329,6234],{},[5889,6330,6331],{},"Checklist",[5883,6333,6334,6337,6340],{},[5886,6335,6336],{},"Profile template: Demographics, pains, goals.",[5886,6338,6339],{},"Track metrics: Fulfillment rate per need.",[5886,6341,6342],{},"Iterate: Quarterly reviews.",[22,6344,6345,6348],{},[5889,6346,6347],{},"Common mistakes",": Tech-first (ignores experience); ignoring service post-launch. Practice: Profile 3 customer segments, map to 18 needs, prototype 1 solution.",[6350,6351,6352],"blockquote",{},[22,6353,6354],{},"\"Obsessing over customers and their needs will always steer you toward innovation and relevance in a competitive market.\" – Author's core lesson from band\u002Fcontent\u002Frental businesses.",[6350,6356,6357],{},[22,6358,6359],{},"\"AI can support your customer needs journey, but don’t let it replace the human empathy that is the cornerstone of customer centricity.\" – Balancing tech with humanity.",[6350,6361,6362],{},[22,6363,6364],{},"\"Customers who have their needs fulfilled are satisfied customers, and they will help sustain your business in several ways.\" – Link to growth\u002Fretention.",[6350,6366,6367],{},[22,6368,6369],{},"\"Anticipating customer needs means giving customers what they need before they realize they need it.\" – Proactive edge.",[6350,6371,6372],{},[22,6373,6374],{},"\"You've got to start with the customer experience and work backwards to the technology.\" – Steve Jobs, cited for customer-first design.",[17,6376,6378],{"id":6377},"key-takeaways","Key Takeaways",[5883,6380,6381,6384,6387,6390,6393,6396,6399,6402,6405,6408],{},[5886,6382,6383],{},"Segment needs into 9 product (e.g., reliability via QA) and 9 service (e.g., empathy in support) for targeted fixes.",[5886,6385,6386],{},"Use CRM data + AI sentiment\u002Fprediction to spot trends; validate with interviews.",[5886,6388,6389],{},"Build profiles with free templates: Map personas to needs, test solutions.",[5886,6391,6392],{},"Prioritize convenience\u002Fefficiency for busy users; integrate like HubSpot extensions.",[5886,6394,6395],{},"Foster community\u002Fsecurity for loyalty; align with values like sustainability.",[5886,6397,6398],{},"Measure success: CSAT, retention, NPS per need—iterate quarterly.",[5886,6400,6401],{},"Avoid: Tech-first building, ignoring service, over-relying on AI without humans.",[5886,6403,6404],{},"Prototype: Pick 3 needs, build MVP feature, gather feedback loop.",[5886,6406,6407],{},"Scale: Automate analysis with AI pipelines, but train teams on empathy.",[5886,6409,6410],{},"Outcome: Loyal customers drive growth—obsess daily.",{"title":47,"searchDepth":48,"depth":48,"links":6412},[6413,6414,6415,6416,6417,6418],{"id":6009,"depth":48,"text":6010},{"id":6033,"depth":48,"text":6034},{"id":6131,"depth":48,"text":6132},{"id":6226,"depth":48,"text":6227},{"id":6280,"depth":48,"text":6281},{"id":6377,"depth":48,"text":6378},[55],{"content_references":6421,"triage":6441},[6422,6425,6428,6431,6434,6437],{"type":5975,"title":6423,"url":6424,"context":65},"8 Free Customer Profile Templates","https:\u002F\u002Fcta-redirect.hubspot.com\u002Fcta\u002Fredirect\u002F53\u002Fdca246c7-daf4-436b-8906-9f82178421bf",{"type":5975,"title":6426,"url":6427,"context":5977},"HubSpot Sales Extension","https:\u002F\u002Fknowledge.hubspot.com\u002Fconnected-email\u002Fget-started-with-the-hubspot-sales-chrome-extension",{"type":5975,"title":6429,"url":6430,"context":5977},"Splice","https:\u002F\u002Fsplice.com\u002F",{"type":5979,"title":6432,"url":6433,"context":65},"50 Customer Service Email Templates","https:\u002F\u002Foffers.hubspot.com\u002Fcustomer-service-email-templates",{"type":5979,"title":6435,"url":6436,"context":5977},"HubSpot Culture Code","https:\u002F\u002Fwww.hubspot.com\u002Fcustomer-code",{"type":5979,"title":6438,"author":6439,"url":6440,"context":5917},"Steve Jobs Quote on Customer Experience","Steve Jobs","https:\u002F\u002Fwww.imore.com\u002Fsteve-jobs-you-have-start-customer-experience-and-work-backwards-technology",{"relevance":67,"novelty":68,"quality":67,"actionability":67,"composite":69,"reasoning":6442},"Category: Product Strategy. The article addresses how to prioritize customer needs to drive product loyalty, which is a core concern for product-minded builders. It provides actionable insights on mapping customer needs to product features, making it relevant and practical for the target audience.","\u002Fsummaries\u002F0e671050045708f3-solve-18-customer-needs-to-drive-product-loyalty-summary","2026-04-16 02:58:25",{"title":5998,"description":47},{"loc":6443},"0e671050045708f3","__oneoff__","https:\u002F\u002Fblog.hubspot.com\u002Fservice\u002Fcustomer-needs","summaries\u002F0e671050045708f3-solve-18-customer-needs-to-drive-product-loyalty-summary",[84,83,85,6452],"customer-service","Master 9 product needs (functionality to compatibility) and 9 service needs (empathy to community) by listening via data\u002FAI, then deliver solutions that boost satisfaction, innovation, and growth—backed by real-world examples from music rentals and support.",[6452],"elXAg_WdAGo_6kZRzL9d_luUHDb5wFapG5mFxt4J0dM",{"id":6457,"title":6458,"ai":6459,"body":6464,"categories":6492,"created_at":56,"date_modified":56,"description":47,"extension":57,"faq":56,"featured":58,"kicker_label":56,"meta":6493,"navigation":71,"path":6505,"published_at":6506,"question":56,"scraped_at":6507,"seo":6508,"sitemap":6509,"source_id":6510,"source_name":5927,"source_type":5928,"source_url":6511,"stem":6512,"tags":6513,"thumbnail_url":56,"tldr":6515,"tweet":56,"unknown_tags":6516,"__hash__":6517},"summaries\u002Fsummaries\u002Fe24933b652505592-ai-adoption-a-catalyst-for-firm-expansion-not-just-summary.md","AI Adoption: A Catalyst for Firm Expansion, Not Just Substitution",{"provider":7,"model":8,"input_tokens":6460,"output_tokens":6461,"processing_time_ms":6462,"cost_usd":6463},5923,584,4655,0.00235675,{"type":14,"value":6465,"toc":6487},[6466,6470,6473,6477,6480,6484],[17,6467,6469],{"id":6468},"ai-as-a-growth-multiplier","AI as a Growth Multiplier",[22,6471,6472],{},"Contrary to the narrative that AI serves primarily as a labor-substitution tool, recent data from Ramp and Revelio Labs indicates that \"high-intensity adopters\"—firms spending approximately $30 per employee per month on AI—saw headcount increase by 10.2%. This growth occurred across diverse functions, including engineering, sales, and marketing. The findings suggest that for tech-forward firms, AI reduces the cost of core outputs like code, documentation, and product support, which in turn increases the return on investment for expanding the entire organization rather than shrinking it.",[17,6474,6476],{"id":6475},"the-investment-gap","The Investment Gap",[22,6478,6479],{},"Not all AI adoption yields these results. The report highlights a critical distinction between firms that treat AI as a sustained strategic investment and those that merely run pilots or purchase subscriptions. Companies that fail to integrate AI into their operational workflows do not see headcount gains. This creates a widening divide: firms with the capital, technical staff, and management bandwidth to operationalize AI are pulling ahead, while those lacking these resources risk falling behind.",[17,6481,6483],{"id":6482},"nuance-in-the-job-market","Nuance in the Job Market",[22,6485,6486],{},"While the report counters fears of universal job loss, it acknowledges that the data skews toward fast-growing, VC-backed knowledge firms. This makes it difficult to isolate AI’s specific contribution to hiring versus the natural growth of these companies. Furthermore, while broader economic data (such as that from Goldman Sachs) suggests AI has contributed to net job losses—particularly for entry-level workers—the high-intensity adopters in this study actually saw a 12% increase in entry-level headcount. This suggests that the impact of AI on employment is highly dependent on a firm's specific strategy and its ability to turn AI-driven efficiency into broader business expansion.",{"title":47,"searchDepth":48,"depth":48,"links":6488},[6489,6490,6491],{"id":6468,"depth":48,"text":6469},{"id":6475,"depth":48,"text":6476},{"id":6482,"depth":48,"text":6483},[98],{"content_references":6494,"triage":6503},[6495,6498,6501],{"type":5913,"title":6496,"author":6497,"context":5917},"AI will reshape more jobs than it replaces","BCG",{"type":5913,"title":6499,"context":6500},"Ramp and Revelio Labs Report","reviewed",{"type":5913,"title":6502,"context":5917},"Goldman Sachs AI Research",{"relevance":67,"novelty":68,"quality":67,"actionability":68,"composite":5919,"reasoning":6504},"Category: Business & SaaS. The article discusses how AI adoption can lead to firm expansion rather than job loss, addressing a key concern for product builders about the strategic use of AI. It provides insights into the importance of sustained investment in AI, which aligns with the audience's need for actionable strategies in product development.","\u002Fsummaries\u002Fe24933b652505592-ai-adoption-a-catalyst-for-firm-expansion-not-just-summary","2026-06-30 04:01:00","2026-06-30 12:57:20",{"title":6458,"description":47},{"loc":6505},"e24933b652505592","https:\u002F\u002Ftechcrunch.com\u002F2026\u002F06\u002F29\u002Fthe-ai-jobs-debate-just-got-messier\u002F","summaries\u002Fe24933b652505592-ai-adoption-a-catalyst-for-firm-expansion-not-just-summary",[83,6514,84,85],"startups","New data suggests that high-intensity AI adoption correlates with headcount growth rather than job loss, provided firms move beyond simple experimentation to sustained investment.",[],"CEN187Kdvd6DpPY7Xor4KnJvcAdL0SjdEJRti_OnelM"]