[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"summary-6d39e6e0a079c69d-anthropic-s-mythos-major-llm-leap-confirmed-summary":3,"summaries-facets-categories":74,"summary-related-6d39e6e0a079c69d-anthropic-s-mythos-major-llm-leap-confirmed-summary":3659},{"id":4,"title":5,"ai":6,"body":13,"categories":49,"created_at":51,"date_modified":51,"description":52,"extension":53,"faq":51,"featured":54,"kicker_label":51,"meta":55,"navigation":56,"path":57,"published_at":58,"question":51,"scraped_at":59,"seo":60,"sitemap":61,"source_id":62,"source_name":63,"source_type":64,"source_url":65,"stem":66,"tags":67,"thumbnail_url":51,"tldr":71,"tweet":51,"unknown_tags":72,"__hash__":73},"summaries\u002Fsummaries\u002F6d39e6e0a079c69d-anthropic-s-mythos-major-llm-leap-confirmed-summary.md","Anthropic's Mythos: Major LLM Leap Confirmed",{"provider":7,"model":8,"input_tokens":9,"output_tokens":10,"processing_time_ms":11,"cost_usd":12},"openrouter","x-ai\u002Fgrok-4.1-fast",5236,1479,10814,0.00131945,{"type":14,"value":15,"toc":42},"minimark",[16,21,25,29,32,36,39],[17,18,20],"h2",{"id":19},"mythos-marks-capability-jump-with-safety-first-release","Mythos Marks Capability Jump with Safety-First Release",[22,23,24],"p",{},"Anthropic confirmed a leaked draft blog post revealing Claude Mythos, described as their most powerful model to date—a 'step change' over Claude 3 Opus. It scores dramatically higher on software coding, academic reasoning, and cybersecurity benchmarks. Named to evoke interconnected knowledge, Mythos is larger and more compute-intensive, making it expensive to run. Instead of rapid release, Anthropic starts with early access for a small group of customers focused on cybersecurity applications, gathering real-world risk data before broader rollout. This gradual approach addresses potential near-term cyber threats and efficiency challenges. The leak exposed nearly 3,000 unpublished Anthropic assets, fueling speculation—Mythos may have been codenamed 'Capiara' earlier.",[17,26,28],{"id":27},"voice-ai-evolves-to-human-like-conversations","Voice AI Evolves to Human-Like Conversations",[22,30,31],{},"Google's Gemini 3.1 Flash Live introduces continuous, real-time dialogue to voice models, fixing turn-based stilted interactions and poor interruption handling. It excels on audio benchmarks, including multi-step function calling for agentic actions like processing alphanumeric product codes in noisy environments. Deployed by customers like Home Depot, it boosts complex command handling. Implications include superior mobile voice agents—potentially powering Apple's upgraded Siri—and ending frustrating experiences with devices like current Siri.",[17,33,35],{"id":34},"practical-ai-tools-and-strategic-shifts","Practical AI Tools and Strategic Shifts",[22,37,38],{},"Shopify launched Tinker, a free mobile app with 100+ AI tools for e-commerce merchants, generating logos, product photos, and ad videos. Organized by outcome with example previews, it uses natural language and reference images to auto-generate prompts, slashing learning curves and friction. This could normalize AI positively among small businesses by boosting income—e.g., 30% monthly rises—amid rising entrepreneurship.",[22,40,41],{},"OpenAI upgraded Codex with plugins for pre\u002Fpost-coding tasks like planning and workflows, resetting usage limits across plans to counter Anthropic's tighter 5-hour session caps during peak hours (5-11am PT weekdays). OpenAI shelved 'adult mode' indefinitely due to 12% age detection failure, staff concerns over emotional dependence, and advisory council opposition—focusing on coding\u002Fenterprise instead. This avoids high costs for marginal upside in a crowded adult AI space. Rumors swirl of Anthropic's Q4 IPO push, pressuring OpenAI to go public first; killing underperforming projects like Sora shows smart sunk-cost avoidance amid heating competition.",{"title":43,"searchDepth":44,"depth":44,"links":45},"",2,[46,47,48],{"id":19,"depth":44,"text":20},{"id":27,"depth":44,"text":28},{"id":34,"depth":44,"text":35},[50],"AI News & Trends",null,"A leaked draft reveals Anthropic's Claude Mythos, a compute‑intensive, more capable model now in early access and prompting concerns about cybersecurity and release safety. Google's Gemini 3.1 Flash Live brings continuous, low‑latency conversational voice with improved multi‑step function calling for real‑time agent actions. Shopify's Tinker app bundles 100+ AI commerce tools to simplify branding and product creation for small businesses, while OpenAI upgrades Codex with plugins and shelves an adult mode amid safety and business tradeoffs.\n\nThe AI Daily Brief helps you understand the most important news and discussions in AI. \nSubscribe to the podcast version of The AI Daily Brief wherever you listen: https:\u002F\u002Fpod.link\u002F1680633614\nGet it ad free at http:\u002F\u002Fpatreon.com\u002Faidailybrief\nLearn more about the show https:\u002F\u002Faidailybrief.ai\u002F","md",false,{},true,"\u002Fsummaries\u002F6d39e6e0a079c69d-anthropic-s-mythos-major-llm-leap-confirmed-summary","2026-03-29 01:28:56","2026-04-03 21:12:13",{"title":5,"description":52},{"loc":57},"6d39e6e0a079c69d","The AI Daily Brief","video","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=EBXZ4zZwS7c","summaries\u002F6d39e6e0a079c69d-anthropic-s-mythos-major-llm-leap-confirmed-summary",[68,69,70],"llm","ai-tools","startups","Anthropic's Claude Mythos delivers dramatic gains in coding, reasoning, and cybersecurity over Opus, but prioritizes cautious rollout via early access for risk assessment.",[],"UseCkBBtwpZH9GuCCVZwlrT9sGLwxyFfxAo2BJVcRfs",[75,78,81,84,87,90,92,94,96,98,100,102,104,106,108,110,112,114,116,118,120,122,125,128,130,132,135,137,139,142,144,146,148,150,152,154,156,158,160,162,164,166,168,170,172,174,176,178,180,182,184,186,188,190,192,194,196,198,200,202,204,206,208,210,212,214,216,218,220,222,224,226,228,230,232,234,236,238,240,242,244,246,248,250,252,254,256,258,260,262,264,266,268,270,272,274,276,278,280,282,284,286,288,290,292,294,296,298,300,302,304,306,308,310,312,314,316,318,320,322,324,326,328,330,332,334,336,338,340,342,344,346,348,350,352,354,356,358,360,362,364,366,368,370,372,374,376,378,380,382,384,386,388,390,392,394,396,399,401,403,405,407,409,411,413,415,417,419,421,423,425,427,429,431,433,435,437,439,441,443,445,447,449,451,453,455,457,459,461,463,465,467,469,471,473,475,477,479,481,483,485,487,489,491,493,495,497,499,501,503,505,507,509,511,513,515,517,519,521,523,525,527,529,531,533,535,537,539,541,543,545,547,549,551,553,555,557,559,561,563,565,567,569,571,573,575,577,579,581,583,585,587,589,591,593,595,597,599,601,603,605,607,609,611,613,615,617,619,621,623,625,627,629,631,633,635,637,639,641,643,645,647,649,651,653,655,657,659,661,663,665,667,669,671,673,675,677,679,681,683,685,687,689,691,693,695,697,699,701,703,705,707,709,711,713,715,717,719,721,723,725,727,729,731,733,735,737,739,741,743,745,747,749,751,753,755,757,759,761,763,765,767,769,771,773,775,777,779,781,783,785,787,789,791,793,795,797,799,801,803,805,807,809,811,813,815,817,819,821,823,825,827,829,831,833,835,837,839,841,843,845,847,849,851,853,855,857,859,861,863,865,867,869,871,873,875,877,879,881,883,885,887,889,891,893,895,897,899,901,903,905,907,909,911,913,915,917,919,921,923,925,927,929,931,933,935,937,939,941,943,945,947,949,951,953,955,957,959,961,963,965,967,969,971,973,975,977,979,981,983,985,987,989,991,993,995,997,999,1001,1003,1005,1007,1009,1011,1013,1015,1017,1019,1021,1023,1025,1027,1029,1031,1033,1035,1037,1039,1041,1043,1045,1047,1049,1051,1053,1055,1057,1059,1061,1063,1065,1067,1069,1071,1073,1075,1077,1079,1081,1083,1085,1087,1089,1091,1093,1095,1097,1099,1101,1103,1105,1107,1109,1111,1113,1115,1117,1119,1121,1123,1125,1127,1129,1131,1133,1135,1137,1139,1141,1143,1145,1147,1149,1151,1153,1155,1157,1159,1161,1163,1165,1167,1169,1171,1173,1175,1177,1179,1181,1183,1185,1187,1189,1191,1193,1195,1197,1199,1201,1203,1205,1207,1209,1211,1213,1215,1217,1219,1221,1223,1225,1227,1229,1231,1233,1235,1237,1239,1241,1243,1245,1247,1249,1251,1253,1255,1257,1259,1261,1263,1265,1267,1269,1271,1273,1275,1277,1279,1281,1283,1285,1287,1289,1291,1293,1295,1297,1299,1301,1303,1305,1307,1309,1311,1313,1315,1317,1319,1321,1323,1325,1327,1329,1331,1333,1335,1337,1339,1341,1343,1345,1347,1349,1351,1353,1355,1357,1359,1361,1363,1365,1367,1369,1371,1373,1375,1377,1379,1381,1383,1385,1387,1389,1391,1393,1395,1397,1399,1401,1403,1405,1407,1409,1411,1413,1415,1417,1419,1421,1423,1425,1427,1429,1431,1433,1435,1437,1439,1441,1443,1445,1447,1449,1451,1453,1455,1457,1459,1461,1463,1465,1467,1469,1471,1473,1475,1477,1479,1481,1483,1485,1487,1489,1491,1493,1495,1497,1499,1501,1503,1505,1507,1509,1511,1513,1515,1517,1519,1521,1523,1525,1527,1529,1531,1533,1535,1537,1539,1541,1543,1545,1547,1549,1551,1553,1555,1557,1559,1561,1563,1565,1567,1569,1571,1573,1575,1577,1579,1581,1583,1585,1587,1589,1591,1593,1595,1597,1599,1601,1603,1605,1607,1609,1611,1613,1615,1617,1619,1621,1623,1625,1627,1629,1631,1633,1635,1637,1639,1641,1643,1645,1647,1649,1651,1653,1655,1657,1659,1661,1663,1665,1667,1669,1671,1673,1675,1677,1679,1681,1683,1685,1687,1689,1691,1693,1695,1697,1699,1701,1703,1705,1707,1709,1711,1713,1715,1717,1719,1721,1723,1725,1727,1729,1731,1733,1735,1737,1739,1741,1743,1745,1747,1749,1751,1753,1755,1757,1759,1761,1763,1765,1767,1769,1771,1773,1775,1777,1779,1781,1783,1785,1787,1789,1791,1793,1795,1797,1799,1801,1803,1805,1807,1809,1811,1813,1815,1817,1819,1821,1823,1825,1827,1829,1831,1833,1835,1837,1839,1841,1843,1845,1847,1849,1851,1853,1855,1857,1859,1861,1863,1865,1867,1869,1871,1873,1875,1877,1879,1881,1883,1885,1887,1889,1891,1893,1895,1897,1899,1901,1903,1905,1907,1909,1911,1913,1915,1917,1919,1921,1923,1925,1927,1929,1931,1933,1935,1937,1939,1941,1943,1945,1947,1949,1951,1953,1955,1957,1959,1961,1963,1965,1967,1969,1971,1973,1975,1977,1979,1981,1983,1985,1987,1989,1991,1993,1995,1997,1999,2001,2003,2005,2007,2009,2011,2013,2015,2017,2019,2021,2023,2025,2027,2029,2031,2033,2035,2037,2039,2041,2043,2045,2047,2049,2051,2053,2055,2057,2059,2061,2063,2065,2067,2069,2071,2073,2075,2077,2079,2081,2083,2085,2087,2089,2091,2093,2095,2097,2099,2101,2103,2105,2107,2109,2111,2113,2115,2117,2119,2121,2123,2125,2127,2129,2131,2133,2135,2137,2139,2141,2143,2145,2147,2149,2151,2153,2155,2157,2159,2161,2163,2165,2167,2169,2171,2173,2175,2177,2179,2181,2183,2185,2187,2189,2191,2193,2195,2197,2199,2201,2203,2205,2207,2209,2211,2213,2215,2217,2219,2221,2223,2225,2227,2229,2231,2233,2235,2237,2239,2241,2243,2245,2247,2249,2251,2253,2255,2257,2259,2261,2263,2265,2267,2269,2271,2273,2275,2277,2279,2281,2283,2285,2287,2289,2291,2293,2295,2297,2299,2301,2303,2305,2307,2309,2311,2313,2315,2317,2319,2321,2323,2325,2327,2329,2331,2333,2335,2337,2339,2341,2343,2345,2347,2349,2351,2353,2355,2357,2359,2361,2363,2365,2367,2369,2371,2373,2375,2377,2379,2381,2383,2385,2387,2389,2391,2393,2395,2397,2399,2401,2403,2405,2407,2409,2411,2413,2415,2417,2419,2421,2423,2425,2427,2429,2431,2433,2435,2437,2439,2441,2443,2445,2447,2449,2451,2453,2455,2457,2459,2461,2463,2465,2467,2469,2471,2473,2475,2477,2479,2481,2483,2485,2487,2489,2491,2493,2495,2497,2499,2501,2503,2505,2507,2509,2511,2513,2515,2517,2519,2521,2523,2525,2527,2529,2531,2533,2535,2537,2539,2541,2543,2545,2547,2549,2551,2553,2555,2557,2559,2561,2563,2565,2567,2569,2571,2573,2575,2577,2579,2581,2583,2585,2587,2589,2591,2593,2595,2597,2599,2601,2603,2605,2607,2609,2611,2613,2615,2617,2619,2621,2623,2625,2627,2629,2631,2633,2635,2637,2639,2641,2643,2645,2647,2649,2651,2653,2655,2657,2659,2661,2663,2665,2667,2669,2671,2673,2675,2677,2679,2681,2683,2685,2687,2689,2691,2693,2695,2697,2699,2701,2703,2705,2707,2709,2711,2713,2715,2717,2719,2721,2723,2725,2727,2729,2731,2733,2735,2737,2739,2741,2743,2745,2747,2749,2751,2753,2755,2757,2759,2761,2763,2765,2767,2769,2771,2773,2775,2777,2779,2781,2783,2785,2787,2789,2791,2793,2795,2797,2799,2801,2803,2805,2807,2809,2811,2813,2815,2817,2819,2821,2823,2825,2827,2829,2831,2833,2835,2837,2839,2841,2843,2845,2847,2849,2851,2853,2855,2857,2859,2861,2863,2865,2867,2869,2871,2873,2875,2877,2879,2881,2883,2885,2887,2889,2891,2893,2895,2897,2899,2901,2903,2905,2907,2909,2911,2913,2915,2917,2919,2921,2923,2925,2927,2929,2931,2933,2935,2937,2939,2941,2943,2945,2947,2949,2951,2953,2955,2957,2959,2961,2963,2965,2967,2969,2971,2973,2975,2977,2979,2981,2983,2985,2987,2989,2991,2993,2995,2997,2999,3001,3003,3005,3007,3009,3011,3013,3015,3017,3019,3021,3023,3025,3027,3029,3031,3033,3035,3037,3039,3041,3043,3045,3047,3049,3051,3053,3055,3057,3059,3061,3063,3065,3067,3069,3071,3073,3075,3077,3079,3081,3083,3085,3087,3089,3091,3093,3095,3097,3099,3101,3103,3105,3107,3109,3111,3113,3115,3117,3119,3121,3123,3125,3127,3129,3131,3133,3135,3137,3139,3141,3143,3145,3147,3149,3151,3153,3155,3157,3159,3161,3163,3165,3167,3169,3171,3173,3175,3177,3179,3181,3183,3185,3187,3189,3191,3193,3195,3197,3199,3201,3203,3205,3207,3209,3211,3213,3215,3217,3219,3221,3223,3225,3227,3229,3231,3233,3235,3237,3239,3241,3243,3245,3247,3249,3251,3253,3255,3257,3259,3261,3263,3265,3267,3269,3271,3273,3275,3277,3279,3281,3283,3285,3287,3289,3291,3293,3295,3297,3299,3301,3303,3305,3307,3309,3311,3313,3315,3317,3319,3321,3323,3325,3327,3329,3331,3333,3335,3337,3339,3341,3343,3345,3347,3349,3351,3353,3355,3357,3359,3361,3363,3365,3367,3369,3371,3373,3375,3377,3379,3381,3383,3385,3387,3389,3391,3393,3395,3397,3399,3401,3403,3405,3407,3409,3411,3413,3415,3417,3419,3421,3423,3425,3427,3429,3431,3433,3435,3437,3439,3441,3443,3445,3447,3449,3451,3453,3455,3457,3459,3461,3463,3465,3467,3469,3471,3473,3475,3477,3479,3481,3483,3485,3487,3489,3491,3493,3495,3497,3499,3501,3503,3505,3507,3509,3511,3513,3515,3517,3519,3521,3523,3525,3527,3529,3531,3533,3535,3537,3539,3541,3543,3545,3547,3549,3551,3553,3555,3557,3559,3561,3563,3565,3567,3569,3571,3573,3575,3577,3579,3581,3583,3585,3587,3589,3591,3593,3595,3597,3599,3601,3603,3605,3607,3609,3611,3613,3615,3617,3619,3621,3623,3625,3627,3629,3631,3633,3635,3637,3639,3641,3643,3645,3647,3649,3651,3653,3655,3657],{"categories":76},[77],"Developer Productivity",{"categories":79},[80],"Business & SaaS",{"categories":82},[83],"AI & LLMs",{"categories":85},[86],"AI Automation",{"categories":88},[89],"Product Strategy",{"categories":91},[83],{"categories":93},[77],{"categories":95},[80],{"categories":97},[],{"categories":99},[83],{"categories":101},[],{"categories":103},[50],{"categories":105},[86],{"categories":107},[50],{"categories":109},[86],{"categories":111},[86],{"categories":113},[83],{"categories":115},[83],{"categories":117},[50],{"categories":119},[83],{"categories":121},[],{"categories":123},[124],"Design & Frontend",{"categories":126},[127],"Data Science & Visualization",{"categories":129},[50],{"categories":131},[],{"categories":133},[134],"Software Engineering",{"categories":136},[83],{"categories":138},[86],{"categories":140},[141],"Marketing & Growth",{"categories":143},[83],{"categories":145},[86],{"categories":147},[],{"categories":149},[],{"categories":151},[124],{"categories":153},[86],{"categories":155},[77],{"categories":157},[124],{"categories":159},[83],{"categories":161},[86],{"categories":163},[50],{"categories":165},[],{"categories":167},[],{"categories":169},[86],{"categories":171},[134],{"categories":173},[],{"categories":175},[80],{"categories":177},[],{"categories":179},[],{"categories":181},[86],{"categories":183},[86],{"categories":185},[83],{"categories":187},[],{"categories":189},[134],{"categories":191},[],{"categories":193},[],{"categories":195},[],{"categories":197},[83],{"categories":199},[141],{"categories":201},[124],{"categories":203},[124],{"categories":205},[83],{"categories":207},[86],{"categories":209},[83],{"categories":211},[83],{"categories":213},[86],{"categories":215},[86],{"categories":217},[127],{"categories":219},[50],{"categories":221},[86],{"categories":223},[141],{"categories":225},[86],{"categories":227},[89],{"categories":229},[],{"categories":231},[86],{"categories":233},[],{"categories":235},[86],{"categories":237},[134],{"categories":239},[124],{"categories":241},[83],{"categories":243},[],{"categories":245},[],{"categories":247},[86],{"categories":249},[],{"categories":251},[83],{"categories":253},[],{"categories":255},[77],{"categories":257},[134],{"categories":259},[80],{"categories":261},[50],{"categories":263},[83],{"categories":265},[],{"categories":267},[83],{"categories":269},[],{"categories":271},[134],{"categories":273},[127],{"categories":275},[],{"categories":277},[83],{"categories":279},[124],{"categories":281},[],{"categories":283},[124],{"categories":285},[86],{"categories":287},[],{"categories":289},[86],{"categories":291},[50],{"categories":293},[80],{"categories":295},[83],{"categories":297},[],{"categories":299},[86],{"categories":301},[83],{"categories":303},[89],{"categories":305},[],{"categories":307},[83],{"categories":309},[86],{"categories":311},[86],{"categories":313},[],{"categories":315},[127],{"categories":317},[83],{"categories":319},[],{"categories":321},[77],{"categories":323},[80],{"categories":325},[83],{"categories":327},[86],{"categories":329},[134],{"categories":331},[83],{"categories":333},[],{"categories":335},[],{"categories":337},[83],{"categories":339},[],{"categories":341},[124],{"categories":343},[],{"categories":345},[83],{"categories":347},[],{"categories":349},[86],{"categories":351},[83],{"categories":353},[124],{"categories":355},[],{"categories":357},[83],{"categories":359},[83],{"categories":361},[80],{"categories":363},[86],{"categories":365},[83],{"categories":367},[124],{"categories":369},[86],{"categories":371},[],{"categories":373},[],{"categories":375},[50],{"categories":377},[],{"categories":379},[83],{"categories":381},[80,141],{"categories":383},[],{"categories":385},[83],{"categories":387},[],{"categories":389},[],{"categories":391},[83],{"categories":393},[],{"categories":395},[83],{"categories":397},[398],"DevOps & Cloud",{"categories":400},[],{"categories":402},[50],{"categories":404},[124],{"categories":406},[],{"categories":408},[50],{"categories":410},[50],{"categories":412},[83],{"categories":414},[141],{"categories":416},[],{"categories":418},[80],{"categories":420},[],{"categories":422},[83,398],{"categories":424},[83],{"categories":426},[83],{"categories":428},[86],{"categories":430},[83,134],{"categories":432},[127],{"categories":434},[83],{"categories":436},[141],{"categories":438},[86],{"categories":440},[86],{"categories":442},[],{"categories":444},[86],{"categories":446},[83,80],{"categories":448},[],{"categories":450},[124],{"categories":452},[124],{"categories":454},[],{"categories":456},[],{"categories":458},[50],{"categories":460},[],{"categories":462},[77],{"categories":464},[134],{"categories":466},[83],{"categories":468},[124],{"categories":470},[86],{"categories":472},[134],{"categories":474},[50],{"categories":476},[124],{"categories":478},[],{"categories":480},[83],{"categories":482},[83],{"categories":484},[83],{"categories":486},[50],{"categories":488},[77],{"categories":490},[83],{"categories":492},[86],{"categories":494},[398],{"categories":496},[124],{"categories":498},[86],{"categories":500},[],{"categories":502},[],{"categories":504},[124],{"categories":506},[50],{"categories":508},[127],{"categories":510},[],{"categories":512},[83],{"categories":514},[83],{"categories":516},[80],{"categories":518},[83],{"categories":520},[83],{"categories":522},[50],{"categories":524},[],{"categories":526},[86],{"categories":528},[134],{"categories":530},[],{"categories":532},[83],{"categories":534},[83],{"categories":536},[86],{"categories":538},[],{"categories":540},[],{"categories":542},[83],{"categories":544},[],{"categories":546},[80],{"categories":548},[86],{"categories":550},[],{"categories":552},[77],{"categories":554},[83],{"categories":556},[80],{"categories":558},[50],{"categories":560},[],{"categories":562},[],{"categories":564},[],{"categories":566},[50],{"categories":568},[50],{"categories":570},[],{"categories":572},[],{"categories":574},[80],{"categories":576},[],{"categories":578},[],{"categories":580},[77],{"categories":582},[],{"categories":584},[141],{"categories":586},[86],{"categories":588},[80],{"categories":590},[86],{"categories":592},[134],{"categories":594},[],{"categories":596},[89],{"categories":598},[124],{"categories":600},[134],{"categories":602},[83],{"categories":604},[86],{"categories":606},[80],{"categories":608},[83],{"categories":610},[],{"categories":612},[],{"categories":614},[134],{"categories":616},[127],{"categories":618},[89],{"categories":620},[86],{"categories":622},[83],{"categories":624},[],{"categories":626},[398],{"categories":628},[],{"categories":630},[86],{"categories":632},[],{"categories":634},[],{"categories":636},[83],{"categories":638},[124],{"categories":640},[141],{"categories":642},[86],{"categories":644},[],{"categories":646},[77],{"categories":648},[],{"categories":650},[50],{"categories":652},[83,398],{"categories":654},[50],{"categories":656},[83],{"categories":658},[80],{"categories":660},[83],{"categories":662},[],{"categories":664},[80],{"categories":666},[],{"categories":668},[134],{"categories":670},[124],{"categories":672},[50],{"categories":674},[127],{"categories":676},[77],{"categories":678},[83],{"categories":680},[134],{"categories":682},[],{"categories":684},[],{"categories":686},[89],{"categories":688},[],{"categories":690},[83],{"categories":692},[],{"categories":694},[124],{"categories":696},[124],{"categories":698},[124],{"categories":700},[],{"categories":702},[],{"categories":704},[50],{"categories":706},[86],{"categories":708},[83],{"categories":710},[83],{"categories":712},[83],{"categories":714},[80],{"categories":716},[83],{"categories":718},[],{"categories":720},[134],{"categories":722},[134],{"categories":724},[80],{"categories":726},[],{"categories":728},[83],{"categories":730},[83],{"categories":732},[80],{"categories":734},[50],{"categories":736},[141],{"categories":738},[86],{"categories":740},[],{"categories":742},[124],{"categories":744},[],{"categories":746},[83],{"categories":748},[],{"categories":750},[80],{"categories":752},[86],{"categories":754},[],{"categories":756},[398],{"categories":758},[127],{"categories":760},[134],{"categories":762},[141],{"categories":764},[134],{"categories":766},[86],{"categories":768},[],{"categories":770},[],{"categories":772},[86],{"categories":774},[77],{"categories":776},[86],{"categories":778},[89],{"categories":780},[80],{"categories":782},[],{"categories":784},[83],{"categories":786},[89],{"categories":788},[83],{"categories":790},[83],{"categories":792},[141],{"categories":794},[124],{"categories":796},[86],{"categories":798},[],{"categories":800},[],{"categories":802},[398],{"categories":804},[134],{"categories":806},[],{"categories":808},[86],{"categories":810},[83],{"categories":812},[124,83],{"categories":814},[77],{"categories":816},[],{"categories":818},[83],{"categories":820},[77],{"categories":822},[124],{"categories":824},[86],{"categories":826},[134],{"categories":828},[],{"categories":830},[83],{"categories":832},[],{"categories":834},[77],{"categories":836},[],{"categories":838},[86],{"categories":840},[89],{"categories":842},[83],{"categories":844},[83],{"categories":846},[124],{"categories":848},[86],{"categories":850},[398],{"categories":852},[124],{"categories":854},[86],{"categories":856},[83],{"categories":858},[83],{"categories":860},[83],{"categories":862},[50],{"categories":864},[],{"categories":866},[89],{"categories":868},[86],{"categories":870},[124],{"categories":872},[86],{"categories":874},[134],{"categories":876},[124],{"categories":878},[86],{"categories":880},[50],{"categories":882},[],{"categories":884},[83],{"categories":886},[124],{"categories":888},[83],{"categories":890},[77],{"categories":892},[50],{"categories":894},[83],{"categories":896},[141],{"categories":898},[83],{"categories":900},[83],{"categories":902},[86],{"categories":904},[86],{"categories":906},[83],{"categories":908},[86],{"categories":910},[124],{"categories":912},[83],{"categories":914},[],{"categories":916},[],{"categories":918},[134],{"categories":920},[],{"categories":922},[77],{"categories":924},[398],{"categories":926},[],{"categories":928},[77],{"categories":930},[80],{"categories":932},[141],{"categories":934},[],{"categories":936},[80],{"categories":938},[],{"categories":940},[],{"categories":942},[],{"categories":944},[],{"categories":946},[],{"categories":948},[83],{"categories":950},[86],{"categories":952},[398],{"categories":954},[77],{"categories":956},[83],{"categories":958},[134],{"categories":960},[89],{"categories":962},[83],{"categories":964},[141],{"categories":966},[83],{"categories":968},[83],{"categories":970},[83],{"categories":972},[83,77],{"categories":974},[134],{"categories":976},[134],{"categories":978},[124],{"categories":980},[83],{"categories":982},[],{"categories":984},[],{"categories":986},[],{"categories":988},[134],{"categories":990},[127],{"categories":992},[50],{"categories":994},[124],{"categories":996},[],{"categories":998},[83],{"categories":1000},[83],{"categories":1002},[],{"categories":1004},[],{"categories":1006},[86],{"categories":1008},[83],{"categories":1010},[80],{"categories":1012},[],{"categories":1014},[77],{"categories":1016},[83],{"categories":1018},[77],{"categories":1020},[83],{"categories":1022},[134],{"categories":1024},[141],{"categories":1026},[83,124],{"categories":1028},[50],{"categories":1030},[124],{"categories":1032},[],{"categories":1034},[398],{"categories":1036},[124],{"categories":1038},[86],{"categories":1040},[],{"categories":1042},[],{"categories":1044},[],{"categories":1046},[],{"categories":1048},[134],{"categories":1050},[86],{"categories":1052},[86],{"categories":1054},[398],{"categories":1056},[83],{"categories":1058},[83],{"categories":1060},[83],{"categories":1062},[],{"categories":1064},[124],{"categories":1066},[],{"categories":1068},[],{"categories":1070},[86],{"categories":1072},[],{"categories":1074},[],{"categories":1076},[141],{"categories":1078},[141],{"categories":1080},[86],{"categories":1082},[],{"categories":1084},[83],{"categories":1086},[83],{"categories":1088},[134],{"categories":1090},[124],{"categories":1092},[124],{"categories":1094},[86],{"categories":1096},[77],{"categories":1098},[83],{"categories":1100},[124],{"categories":1102},[124],{"categories":1104},[86],{"categories":1106},[86],{"categories":1108},[83],{"categories":1110},[],{"categories":1112},[],{"categories":1114},[83],{"categories":1116},[86],{"categories":1118},[50],{"categories":1120},[134],{"categories":1122},[77],{"categories":1124},[83],{"categories":1126},[],{"categories":1128},[86],{"categories":1130},[86],{"categories":1132},[],{"categories":1134},[77],{"categories":1136},[83],{"categories":1138},[77],{"categories":1140},[77],{"categories":1142},[],{"categories":1144},[],{"categories":1146},[86],{"categories":1148},[86],{"categories":1150},[83],{"categories":1152},[83],{"categories":1154},[50],{"categories":1156},[127],{"categories":1158},[89],{"categories":1160},[50],{"categories":1162},[124],{"categories":1164},[],{"categories":1166},[50],{"categories":1168},[],{"categories":1170},[],{"categories":1172},[],{"categories":1174},[],{"categories":1176},[134],{"categories":1178},[127],{"categories":1180},[],{"categories":1182},[83],{"categories":1184},[83],{"categories":1186},[127],{"categories":1188},[134],{"categories":1190},[],{"categories":1192},[],{"categories":1194},[86],{"categories":1196},[50],{"categories":1198},[50],{"categories":1200},[86],{"categories":1202},[77],{"categories":1204},[83,398],{"categories":1206},[],{"categories":1208},[124],{"categories":1210},[77],{"categories":1212},[86],{"categories":1214},[124],{"categories":1216},[],{"categories":1218},[86],{"categories":1220},[86],{"categories":1222},[83],{"categories":1224},[141],{"categories":1226},[134],{"categories":1228},[124],{"categories":1230},[],{"categories":1232},[86],{"categories":1234},[83],{"categories":1236},[86],{"categories":1238},[86],{"categories":1240},[86],{"categories":1242},[141],{"categories":1244},[86],{"categories":1246},[83],{"categories":1248},[],{"categories":1250},[141],{"categories":1252},[50],{"categories":1254},[86],{"categories":1256},[],{"categories":1258},[],{"categories":1260},[83],{"categories":1262},[86],{"categories":1264},[50],{"categories":1266},[86],{"categories":1268},[],{"categories":1270},[],{"categories":1272},[],{"categories":1274},[86],{"categories":1276},[],{"categories":1278},[],{"categories":1280},[127],{"categories":1282},[83],{"categories":1284},[127],{"categories":1286},[50],{"categories":1288},[83],{"categories":1290},[83],{"categories":1292},[86],{"categories":1294},[83],{"categories":1296},[],{"categories":1298},[],{"categories":1300},[398],{"categories":1302},[],{"categories":1304},[],{"categories":1306},[77],{"categories":1308},[],{"categories":1310},[],{"categories":1312},[],{"categories":1314},[],{"categories":1316},[134],{"categories":1318},[50],{"categories":1320},[141],{"categories":1322},[80],{"categories":1324},[83],{"categories":1326},[83],{"categories":1328},[80],{"categories":1330},[],{"categories":1332},[124],{"categories":1334},[86],{"categories":1336},[80],{"categories":1338},[83],{"categories":1340},[83],{"categories":1342},[77],{"categories":1344},[],{"categories":1346},[77],{"categories":1348},[83],{"categories":1350},[141],{"categories":1352},[86],{"categories":1354},[50],{"categories":1356},[80],{"categories":1358},[83],{"categories":1360},[86],{"categories":1362},[],{"categories":1364},[83],{"categories":1366},[77],{"categories":1368},[83],{"categories":1370},[],{"categories":1372},[50],{"categories":1374},[83],{"categories":1376},[],{"categories":1378},[80],{"categories":1380},[83],{"categories":1382},[],{"categories":1384},[],{"categories":1386},[],{"categories":1388},[83],{"categories":1390},[],{"categories":1392},[398],{"categories":1394},[83],{"categories":1396},[],{"categories":1398},[83],{"categories":1400},[83],{"categories":1402},[83],{"categories":1404},[83,398],{"categories":1406},[83],{"categories":1408},[83],{"categories":1410},[124],{"categories":1412},[86],{"categories":1414},[],{"categories":1416},[86],{"categories":1418},[83],{"categories":1420},[83],{"categories":1422},[83],{"categories":1424},[77],{"categories":1426},[77],{"categories":1428},[134],{"categories":1430},[124],{"categories":1432},[86],{"categories":1434},[],{"categories":1436},[83],{"categories":1438},[50],{"categories":1440},[83],{"categories":1442},[80],{"categories":1444},[],{"categories":1446},[398],{"categories":1448},[124],{"categories":1450},[124],{"categories":1452},[86],{"categories":1454},[50],{"categories":1456},[86],{"categories":1458},[83],{"categories":1460},[],{"categories":1462},[83],{"categories":1464},[],{"categories":1466},[],{"categories":1468},[83],{"categories":1470},[83],{"categories":1472},[83],{"categories":1474},[86],{"categories":1476},[83],{"categories":1478},[],{"categories":1480},[127],{"categories":1482},[86],{"categories":1484},[],{"categories":1486},[],{"categories":1488},[83],{"categories":1490},[50],{"categories":1492},[],{"categories":1494},[124],{"categories":1496},[398],{"categories":1498},[50],{"categories":1500},[134],{"categories":1502},[134],{"categories":1504},[50],{"categories":1506},[50],{"categories":1508},[398],{"categories":1510},[],{"categories":1512},[50],{"categories":1514},[83],{"categories":1516},[77],{"categories":1518},[50],{"categories":1520},[],{"categories":1522},[127],{"categories":1524},[50],{"categories":1526},[134],{"categories":1528},[50],{"categories":1530},[398],{"categories":1532},[83],{"categories":1534},[83],{"categories":1536},[],{"categories":1538},[80],{"categories":1540},[],{"categories":1542},[],{"categories":1544},[83],{"categories":1546},[83],{"categories":1548},[83],{"categories":1550},[83],{"categories":1552},[],{"categories":1554},[127],{"categories":1556},[77],{"categories":1558},[],{"categories":1560},[83],{"categories":1562},[83],{"categories":1564},[398],{"categories":1566},[398],{"categories":1568},[],{"categories":1570},[86],{"categories":1572},[50],{"categories":1574},[50],{"categories":1576},[83],{"categories":1578},[86],{"categories":1580},[],{"categories":1582},[124],{"categories":1584},[83],{"categories":1586},[83],{"categories":1588},[],{"categories":1590},[],{"categories":1592},[398],{"categories":1594},[83],{"categories":1596},[134],{"categories":1598},[80],{"categories":1600},[83],{"categories":1602},[],{"categories":1604},[86],{"categories":1606},[77],{"categories":1608},[77],{"categories":1610},[],{"categories":1612},[83],{"categories":1614},[124],{"categories":1616},[86],{"categories":1618},[],{"categories":1620},[83],{"categories":1622},[83],{"categories":1624},[86],{"categories":1626},[],{"categories":1628},[86],{"categories":1630},[134],{"categories":1632},[],{"categories":1634},[83],{"categories":1636},[],{"categories":1638},[83],{"categories":1640},[],{"categories":1642},[83],{"categories":1644},[83],{"categories":1646},[],{"categories":1648},[83],{"categories":1650},[50],{"categories":1652},[83],{"categories":1654},[83],{"categories":1656},[77],{"categories":1658},[83],{"categories":1660},[50],{"categories":1662},[86],{"categories":1664},[],{"categories":1666},[83],{"categories":1668},[141],{"categories":1670},[],{"categories":1672},[],{"categories":1674},[],{"categories":1676},[77],{"categories":1678},[50],{"categories":1680},[86],{"categories":1682},[83],{"categories":1684},[124],{"categories":1686},[86],{"categories":1688},[],{"categories":1690},[86],{"categories":1692},[],{"categories":1694},[83],{"categories":1696},[86],{"categories":1698},[83],{"categories":1700},[],{"categories":1702},[83],{"categories":1704},[83],{"categories":1706},[50],{"categories":1708},[124],{"categories":1710},[86],{"categories":1712},[124],{"categories":1714},[80],{"categories":1716},[],{"categories":1718},[],{"categories":1720},[83],{"categories":1722},[77],{"categories":1724},[50],{"categories":1726},[],{"categories":1728},[],{"categories":1730},[134],{"categories":1732},[124],{"categories":1734},[],{"categories":1736},[83],{"categories":1738},[],{"categories":1740},[141],{"categories":1742},[83],{"categories":1744},[398],{"categories":1746},[134],{"categories":1748},[],{"categories":1750},[86],{"categories":1752},[83],{"categories":1754},[86],{"categories":1756},[86],{"categories":1758},[83],{"categories":1760},[],{"categories":1762},[77],{"categories":1764},[83],{"categories":1766},[80],{"categories":1768},[134],{"categories":1770},[124],{"categories":1772},[],{"categories":1774},[],{"categories":1776},[],{"categories":1778},[86],{"categories":1780},[124],{"categories":1782},[50],{"categories":1784},[83],{"categories":1786},[50],{"categories":1788},[124],{"categories":1790},[],{"categories":1792},[124],{"categories":1794},[50],{"categories":1796},[80],{"categories":1798},[83],{"categories":1800},[50],{"categories":1802},[141],{"categories":1804},[],{"categories":1806},[],{"categories":1808},[127],{"categories":1810},[83,134],{"categories":1812},[50],{"categories":1814},[83],{"categories":1816},[86],{"categories":1818},[86],{"categories":1820},[83],{"categories":1822},[],{"categories":1824},[134],{"categories":1826},[83],{"categories":1828},[127],{"categories":1830},[86],{"categories":1832},[141],{"categories":1834},[398],{"categories":1836},[],{"categories":1838},[77],{"categories":1840},[86],{"categories":1842},[86],{"categories":1844},[134],{"categories":1846},[83],{"categories":1848},[83],{"categories":1850},[],{"categories":1852},[],{"categories":1854},[],{"categories":1856},[398],{"categories":1858},[50],{"categories":1860},[83],{"categories":1862},[83],{"categories":1864},[83],{"categories":1866},[],{"categories":1868},[127],{"categories":1870},[80],{"categories":1872},[],{"categories":1874},[86],{"categories":1876},[398],{"categories":1878},[],{"categories":1880},[124],{"categories":1882},[124],{"categories":1884},[],{"categories":1886},[134],{"categories":1888},[124],{"categories":1890},[83],{"categories":1892},[],{"categories":1894},[50],{"categories":1896},[83],{"categories":1898},[124],{"categories":1900},[86],{"categories":1902},[50],{"categories":1904},[],{"categories":1906},[86],{"categories":1908},[124],{"categories":1910},[83],{"categories":1912},[],{"categories":1914},[83],{"categories":1916},[83],{"categories":1918},[398],{"categories":1920},[50],{"categories":1922},[127],{"categories":1924},[127],{"categories":1926},[],{"categories":1928},[],{"categories":1930},[],{"categories":1932},[86],{"categories":1934},[134],{"categories":1936},[134],{"categories":1938},[],{"categories":1940},[],{"categories":1942},[83],{"categories":1944},[],{"categories":1946},[86],{"categories":1948},[83],{"categories":1950},[],{"categories":1952},[83],{"categories":1954},[80],{"categories":1956},[83],{"categories":1958},[141],{"categories":1960},[86],{"categories":1962},[83],{"categories":1964},[134],{"categories":1966},[50],{"categories":1968},[86],{"categories":1970},[],{"categories":1972},[50],{"categories":1974},[86],{"categories":1976},[86],{"categories":1978},[],{"categories":1980},[80],{"categories":1982},[86],{"categories":1984},[],{"categories":1986},[83],{"categories":1988},[77],{"categories":1990},[50],{"categories":1992},[398],{"categories":1994},[86],{"categories":1996},[86],{"categories":1998},[77],{"categories":2000},[83],{"categories":2002},[],{"categories":2004},[],{"categories":2006},[124],{"categories":2008},[83,80],{"categories":2010},[],{"categories":2012},[77],{"categories":2014},[127],{"categories":2016},[83],{"categories":2018},[134],{"categories":2020},[83],{"categories":2022},[86],{"categories":2024},[83],{"categories":2026},[83],{"categories":2028},[50],{"categories":2030},[86],{"categories":2032},[],{"categories":2034},[],{"categories":2036},[86],{"categories":2038},[83],{"categories":2040},[398],{"categories":2042},[],{"categories":2044},[83],{"categories":2046},[86],{"categories":2048},[],{"categories":2050},[83],{"categories":2052},[141],{"categories":2054},[127],{"categories":2056},[86],{"categories":2058},[83],{"categories":2060},[398],{"categories":2062},[],{"categories":2064},[83],{"categories":2066},[141],{"categories":2068},[124],{"categories":2070},[83],{"categories":2072},[],{"categories":2074},[141],{"categories":2076},[50],{"categories":2078},[83],{"categories":2080},[83],{"categories":2082},[77],{"categories":2084},[],{"categories":2086},[],{"categories":2088},[124],{"categories":2090},[83],{"categories":2092},[127],{"categories":2094},[141],{"categories":2096},[141],{"categories":2098},[50],{"categories":2100},[],{"categories":2102},[],{"categories":2104},[83],{"categories":2106},[],{"categories":2108},[83,134],{"categories":2110},[50],{"categories":2112},[86],{"categories":2114},[134],{"categories":2116},[83],{"categories":2118},[77],{"categories":2120},[],{"categories":2122},[],{"categories":2124},[77],{"categories":2126},[141],{"categories":2128},[83],{"categories":2130},[],{"categories":2132},[124,83],{"categories":2134},[398],{"categories":2136},[77],{"categories":2138},[],{"categories":2140},[80],{"categories":2142},[80],{"categories":2144},[83],{"categories":2146},[134],{"categories":2148},[86],{"categories":2150},[50],{"categories":2152},[141],{"categories":2154},[124],{"categories":2156},[83],{"categories":2158},[83],{"categories":2160},[83],{"categories":2162},[77],{"categories":2164},[83],{"categories":2166},[86],{"categories":2168},[50],{"categories":2170},[],{"categories":2172},[],{"categories":2174},[127],{"categories":2176},[134],{"categories":2178},[83],{"categories":2180},[124],{"categories":2182},[127],{"categories":2184},[83],{"categories":2186},[83],{"categories":2188},[86],{"categories":2190},[86],{"categories":2192},[83,80],{"categories":2194},[],{"categories":2196},[124],{"categories":2198},[],{"categories":2200},[83],{"categories":2202},[50],{"categories":2204},[77],{"categories":2206},[77],{"categories":2208},[86],{"categories":2210},[83],{"categories":2212},[80],{"categories":2214},[134],{"categories":2216},[141],{"categories":2218},[],{"categories":2220},[50],{"categories":2222},[83],{"categories":2224},[83],{"categories":2226},[50],{"categories":2228},[134],{"categories":2230},[83],{"categories":2232},[86],{"categories":2234},[50],{"categories":2236},[83],{"categories":2238},[124],{"categories":2240},[83],{"categories":2242},[83],{"categories":2244},[398],{"categories":2246},[89],{"categories":2248},[86],{"categories":2250},[83],{"categories":2252},[50],{"categories":2254},[86],{"categories":2256},[141],{"categories":2258},[83],{"categories":2260},[],{"categories":2262},[83],{"categories":2264},[],{"categories":2266},[],{"categories":2268},[],{"categories":2270},[80],{"categories":2272},[83],{"categories":2274},[86],{"categories":2276},[50],{"categories":2278},[50],{"categories":2280},[50],{"categories":2282},[50],{"categories":2284},[],{"categories":2286},[77],{"categories":2288},[86],{"categories":2290},[50],{"categories":2292},[77],{"categories":2294},[86],{"categories":2296},[83],{"categories":2298},[83,86],{"categories":2300},[86],{"categories":2302},[398],{"categories":2304},[50],{"categories":2306},[50],{"categories":2308},[86],{"categories":2310},[83],{"categories":2312},[],{"categories":2314},[50],{"categories":2316},[141],{"categories":2318},[77],{"categories":2320},[83],{"categories":2322},[83],{"categories":2324},[],{"categories":2326},[134],{"categories":2328},[],{"categories":2330},[77],{"categories":2332},[86],{"categories":2334},[50],{"categories":2336},[83],{"categories":2338},[50],{"categories":2340},[77],{"categories":2342},[50],{"categories":2344},[50],{"categories":2346},[],{"categories":2348},[80],{"categories":2350},[86],{"categories":2352},[50],{"categories":2354},[50],{"categories":2356},[50],{"categories":2358},[50],{"categories":2360},[50],{"categories":2362},[50],{"categories":2364},[50],{"categories":2366},[50],{"categories":2368},[50],{"categories":2370},[50],{"categories":2372},[127],{"categories":2374},[77],{"categories":2376},[83],{"categories":2378},[83],{"categories":2380},[],{"categories":2382},[83,77],{"categories":2384},[],{"categories":2386},[86],{"categories":2388},[50],{"categories":2390},[86],{"categories":2392},[83],{"categories":2394},[83],{"categories":2396},[83],{"categories":2398},[83],{"categories":2400},[83],{"categories":2402},[86],{"categories":2404},[80],{"categories":2406},[124],{"categories":2408},[50],{"categories":2410},[83],{"categories":2412},[],{"categories":2414},[],{"categories":2416},[86],{"categories":2418},[124],{"categories":2420},[83],{"categories":2422},[],{"categories":2424},[],{"categories":2426},[141],{"categories":2428},[83],{"categories":2430},[],{"categories":2432},[],{"categories":2434},[77],{"categories":2436},[80],{"categories":2438},[83],{"categories":2440},[80],{"categories":2442},[124],{"categories":2444},[],{"categories":2446},[50],{"categories":2448},[],{"categories":2450},[124],{"categories":2452},[83],{"categories":2454},[141],{"categories":2456},[],{"categories":2458},[141],{"categories":2460},[],{"categories":2462},[],{"categories":2464},[86],{"categories":2466},[],{"categories":2468},[80],{"categories":2470},[77],{"categories":2472},[124],{"categories":2474},[134],{"categories":2476},[],{"categories":2478},[],{"categories":2480},[83],{"categories":2482},[77],{"categories":2484},[141],{"categories":2486},[],{"categories":2488},[86],{"categories":2490},[86],{"categories":2492},[50],{"categories":2494},[83],{"categories":2496},[86],{"categories":2498},[83],{"categories":2500},[86],{"categories":2502},[83],{"categories":2504},[89],{"categories":2506},[50],{"categories":2508},[],{"categories":2510},[141],{"categories":2512},[134],{"categories":2514},[86],{"categories":2516},[],{"categories":2518},[83],{"categories":2520},[86],{"categories":2522},[80],{"categories":2524},[77],{"categories":2526},[83],{"categories":2528},[124],{"categories":2530},[134],{"categories":2532},[134],{"categories":2534},[83],{"categories":2536},[127],{"categories":2538},[83],{"categories":2540},[86],{"categories":2542},[80],{"categories":2544},[86],{"categories":2546},[83],{"categories":2548},[83],{"categories":2550},[86],{"categories":2552},[50],{"categories":2554},[],{"categories":2556},[77],{"categories":2558},[83],{"categories":2560},[86],{"categories":2562},[83],{"categories":2564},[83],{"categories":2566},[],{"categories":2568},[124],{"categories":2570},[80],{"categories":2572},[50],{"categories":2574},[83],{"categories":2576},[83],{"categories":2578},[124],{"categories":2580},[141],{"categories":2582},[127],{"categories":2584},[83],{"categories":2586},[50],{"categories":2588},[83],{"categories":2590},[86],{"categories":2592},[398],{"categories":2594},[83],{"categories":2596},[86],{"categories":2598},[127],{"categories":2600},[],{"categories":2602},[86],{"categories":2604},[134],{"categories":2606},[124],{"categories":2608},[83],{"categories":2610},[77],{"categories":2612},[80],{"categories":2614},[134],{"categories":2616},[],{"categories":2618},[86],{"categories":2620},[83],{"categories":2622},[],{"categories":2624},[50],{"categories":2626},[],{"categories":2628},[50],{"categories":2630},[83],{"categories":2632},[86],{"categories":2634},[86],{"categories":2636},[86],{"categories":2638},[],{"categories":2640},[],{"categories":2642},[83],{"categories":2644},[83],{"categories":2646},[],{"categories":2648},[124],{"categories":2650},[86],{"categories":2652},[141],{"categories":2654},[77],{"categories":2656},[],{"categories":2658},[],{"categories":2660},[50],{"categories":2662},[134],{"categories":2664},[83],{"categories":2666},[83],{"categories":2668},[83],{"categories":2670},[134],{"categories":2672},[50],{"categories":2674},[124],{"categories":2676},[83],{"categories":2678},[83],{"categories":2680},[83],{"categories":2682},[50],{"categories":2684},[83],{"categories":2686},[50],{"categories":2688},[86],{"categories":2690},[86],{"categories":2692},[134],{"categories":2694},[86],{"categories":2696},[83],{"categories":2698},[134],{"categories":2700},[124],{"categories":2702},[],{"categories":2704},[86],{"categories":2706},[],{"categories":2708},[],{"categories":2710},[],{"categories":2712},[80],{"categories":2714},[83],{"categories":2716},[86],{"categories":2718},[77],{"categories":2720},[86],{"categories":2722},[141],{"categories":2724},[],{"categories":2726},[86],{"categories":2728},[],{"categories":2730},[77],{"categories":2732},[86],{"categories":2734},[],{"categories":2736},[86],{"categories":2738},[83],{"categories":2740},[50],{"categories":2742},[83],{"categories":2744},[86],{"categories":2746},[50],{"categories":2748},[86],{"categories":2750},[134],{"categories":2752},[124],{"categories":2754},[77],{"categories":2756},[],{"categories":2758},[86],{"categories":2760},[124],{"categories":2762},[398],{"categories":2764},[50],{"categories":2766},[83],{"categories":2768},[124],{"categories":2770},[77],{"categories":2772},[],{"categories":2774},[86],{"categories":2776},[86],{"categories":2778},[83],{"categories":2780},[],{"categories":2782},[86],{"categories":2784},[89],{"categories":2786},[50],{"categories":2788},[86],{"categories":2790},[80],{"categories":2792},[],{"categories":2794},[83],{"categories":2796},[89],{"categories":2798},[83],{"categories":2800},[86],{"categories":2802},[50],{"categories":2804},[77],{"categories":2806},[398],{"categories":2808},[83],{"categories":2810},[83],{"categories":2812},[83],{"categories":2814},[50],{"categories":2816},[80],{"categories":2818},[83],{"categories":2820},[124],{"categories":2822},[50],{"categories":2824},[398],{"categories":2826},[83],{"categories":2828},[],{"categories":2830},[],{"categories":2832},[398],{"categories":2834},[127],{"categories":2836},[86],{"categories":2838},[86],{"categories":2840},[50],{"categories":2842},[83],{"categories":2844},[77],{"categories":2846},[124],{"categories":2848},[86],{"categories":2850},[83],{"categories":2852},[141],{"categories":2854},[83],{"categories":2856},[86],{"categories":2858},[],{"categories":2860},[83],{"categories":2862},[83],{"categories":2864},[50],{"categories":2866},[77],{"categories":2868},[],{"categories":2870},[83],{"categories":2872},[83],{"categories":2874},[134],{"categories":2876},[124],{"categories":2878},[83,86],{"categories":2880},[141,80],{"categories":2882},[83],{"categories":2884},[],{"categories":2886},[86],{"categories":2888},[],{"categories":2890},[134],{"categories":2892},[83],{"categories":2894},[50],{"categories":2896},[],{"categories":2898},[86],{"categories":2900},[],{"categories":2902},[124],{"categories":2904},[86],{"categories":2906},[77],{"categories":2908},[86],{"categories":2910},[83],{"categories":2912},[398],{"categories":2914},[141],{"categories":2916},[80],{"categories":2918},[80],{"categories":2920},[77],{"categories":2922},[77],{"categories":2924},[83],{"categories":2926},[86],{"categories":2928},[83],{"categories":2930},[83],{"categories":2932},[77],{"categories":2934},[83],{"categories":2936},[141],{"categories":2938},[50],{"categories":2940},[83],{"categories":2942},[86],{"categories":2944},[83],{"categories":2946},[],{"categories":2948},[134],{"categories":2950},[],{"categories":2952},[86],{"categories":2954},[77],{"categories":2956},[],{"categories":2958},[398],{"categories":2960},[83],{"categories":2962},[],{"categories":2964},[50],{"categories":2966},[86],{"categories":2968},[134],{"categories":2970},[83],{"categories":2972},[86],{"categories":2974},[134],{"categories":2976},[86],{"categories":2978},[50],{"categories":2980},[77],{"categories":2982},[50],{"categories":2984},[134],{"categories":2986},[83],{"categories":2988},[124],{"categories":2990},[83],{"categories":2992},[83],{"categories":2994},[83],{"categories":2996},[83],{"categories":2998},[86],{"categories":3000},[83],{"categories":3002},[86],{"categories":3004},[83],{"categories":3006},[77],{"categories":3008},[83],{"categories":3010},[86],{"categories":3012},[124],{"categories":3014},[77],{"categories":3016},[86],{"categories":3018},[124],{"categories":3020},[],{"categories":3022},[83],{"categories":3024},[83],{"categories":3026},[134],{"categories":3028},[],{"categories":3030},[86],{"categories":3032},[141],{"categories":3034},[83],{"categories":3036},[50],{"categories":3038},[141],{"categories":3040},[86],{"categories":3042},[80],{"categories":3044},[80],{"categories":3046},[83],{"categories":3048},[77],{"categories":3050},[],{"categories":3052},[83],{"categories":3054},[],{"categories":3056},[77],{"categories":3058},[83],{"categories":3060},[86],{"categories":3062},[86],{"categories":3064},[],{"categories":3066},[134],{"categories":3068},[134],{"categories":3070},[141],{"categories":3072},[124],{"categories":3074},[],{"categories":3076},[83],{"categories":3078},[77],{"categories":3080},[83],{"categories":3082},[134],{"categories":3084},[77],{"categories":3086},[50],{"categories":3088},[50],{"categories":3090},[],{"categories":3092},[50],{"categories":3094},[86],{"categories":3096},[124],{"categories":3098},[127],{"categories":3100},[83],{"categories":3102},[],{"categories":3104},[50],{"categories":3106},[134],{"categories":3108},[80],{"categories":3110},[83],{"categories":3112},[77],{"categories":3114},[398],{"categories":3116},[77],{"categories":3118},[],{"categories":3120},[],{"categories":3122},[50],{"categories":3124},[],{"categories":3126},[86],{"categories":3128},[86],{"categories":3130},[86],{"categories":3132},[],{"categories":3134},[83],{"categories":3136},[],{"categories":3138},[50],{"categories":3140},[77],{"categories":3142},[124],{"categories":3144},[83],{"categories":3146},[50],{"categories":3148},[50],{"categories":3150},[],{"categories":3152},[50],{"categories":3154},[77],{"categories":3156},[83],{"categories":3158},[],{"categories":3160},[86],{"categories":3162},[86],{"categories":3164},[77],{"categories":3166},[],{"categories":3168},[],{"categories":3170},[],{"categories":3172},[124],{"categories":3174},[86],{"categories":3176},[83],{"categories":3178},[],{"categories":3180},[],{"categories":3182},[],{"categories":3184},[124],{"categories":3186},[],{"categories":3188},[77],{"categories":3190},[],{"categories":3192},[],{"categories":3194},[124],{"categories":3196},[83],{"categories":3198},[50],{"categories":3200},[],{"categories":3202},[141],{"categories":3204},[50],{"categories":3206},[141],{"categories":3208},[83],{"categories":3210},[],{"categories":3212},[],{"categories":3214},[86],{"categories":3216},[],{"categories":3218},[],{"categories":3220},[86],{"categories":3222},[83],{"categories":3224},[],{"categories":3226},[86],{"categories":3228},[50],{"categories":3230},[141],{"categories":3232},[127],{"categories":3234},[86],{"categories":3236},[86],{"categories":3238},[],{"categories":3240},[],{"categories":3242},[],{"categories":3244},[50],{"categories":3246},[],{"categories":3248},[],{"categories":3250},[124],{"categories":3252},[77],{"categories":3254},[],{"categories":3256},[80],{"categories":3258},[141],{"categories":3260},[83],{"categories":3262},[134],{"categories":3264},[77],{"categories":3266},[127],{"categories":3268},[80],{"categories":3270},[134],{"categories":3272},[],{"categories":3274},[],{"categories":3276},[86],{"categories":3278},[77],{"categories":3280},[124],{"categories":3282},[77],{"categories":3284},[86],{"categories":3286},[398],{"categories":3288},[86],{"categories":3290},[],{"categories":3292},[83],{"categories":3294},[50],{"categories":3296},[134],{"categories":3298},[],{"categories":3300},[124],{"categories":3302},[50],{"categories":3304},[77],{"categories":3306},[86],{"categories":3308},[83],{"categories":3310},[80],{"categories":3312},[86,398],{"categories":3314},[86],{"categories":3316},[134],{"categories":3318},[83],{"categories":3320},[127],{"categories":3322},[141],{"categories":3324},[86],{"categories":3326},[],{"categories":3328},[86],{"categories":3330},[83],{"categories":3332},[80],{"categories":3334},[],{"categories":3336},[],{"categories":3338},[83],{"categories":3340},[127],{"categories":3342},[83],{"categories":3344},[],{"categories":3346},[50],{"categories":3348},[],{"categories":3350},[50],{"categories":3352},[134],{"categories":3354},[86],{"categories":3356},[83],{"categories":3358},[141],{"categories":3360},[134],{"categories":3362},[],{"categories":3364},[50],{"categories":3366},[83],{"categories":3368},[],{"categories":3370},[83],{"categories":3372},[86],{"categories":3374},[83],{"categories":3376},[86],{"categories":3378},[83],{"categories":3380},[83],{"categories":3382},[83],{"categories":3384},[83],{"categories":3386},[80],{"categories":3388},[],{"categories":3390},[89],{"categories":3392},[50],{"categories":3394},[83],{"categories":3396},[],{"categories":3398},[134],{"categories":3400},[83],{"categories":3402},[83],{"categories":3404},[86],{"categories":3406},[50],{"categories":3408},[83],{"categories":3410},[83],{"categories":3412},[80],{"categories":3414},[86],{"categories":3416},[124],{"categories":3418},[],{"categories":3420},[127],{"categories":3422},[83],{"categories":3424},[],{"categories":3426},[50],{"categories":3428},[141],{"categories":3430},[],{"categories":3432},[],{"categories":3434},[50],{"categories":3436},[50],{"categories":3438},[141],{"categories":3440},[77],{"categories":3442},[86],{"categories":3444},[86],{"categories":3446},[83],{"categories":3448},[80],{"categories":3450},[],{"categories":3452},[],{"categories":3454},[50],{"categories":3456},[127],{"categories":3458},[134],{"categories":3460},[86],{"categories":3462},[124],{"categories":3464},[127],{"categories":3466},[127],{"categories":3468},[],{"categories":3470},[50],{"categories":3472},[83],{"categories":3474},[83],{"categories":3476},[134],{"categories":3478},[],{"categories":3480},[50],{"categories":3482},[50],{"categories":3484},[50],{"categories":3486},[],{"categories":3488},[86],{"categories":3490},[83],{"categories":3492},[],{"categories":3494},[77],{"categories":3496},[80],{"categories":3498},[],{"categories":3500},[83],{"categories":3502},[83],{"categories":3504},[],{"categories":3506},[134],{"categories":3508},[],{"categories":3510},[],{"categories":3512},[],{"categories":3514},[],{"categories":3516},[83],{"categories":3518},[50],{"categories":3520},[],{"categories":3522},[],{"categories":3524},[83],{"categories":3526},[83],{"categories":3528},[83],{"categories":3530},[127],{"categories":3532},[83],{"categories":3534},[127],{"categories":3536},[],{"categories":3538},[127],{"categories":3540},[127],{"categories":3542},[398],{"categories":3544},[86],{"categories":3546},[134],{"categories":3548},[],{"categories":3550},[],{"categories":3552},[127],{"categories":3554},[134],{"categories":3556},[134],{"categories":3558},[134],{"categories":3560},[],{"categories":3562},[77],{"categories":3564},[134],{"categories":3566},[134],{"categories":3568},[77],{"categories":3570},[134],{"categories":3572},[80],{"categories":3574},[134],{"categories":3576},[134],{"categories":3578},[134],{"categories":3580},[127],{"categories":3582},[50],{"categories":3584},[50],{"categories":3586},[83],{"categories":3588},[134],{"categories":3590},[127],{"categories":3592},[398],{"categories":3594},[127],{"categories":3596},[127],{"categories":3598},[127],{"categories":3600},[],{"categories":3602},[80],{"categories":3604},[],{"categories":3606},[398],{"categories":3608},[134],{"categories":3610},[134],{"categories":3612},[134],{"categories":3614},[86],{"categories":3616},[50,80],{"categories":3618},[127],{"categories":3620},[],{"categories":3622},[],{"categories":3624},[127],{"categories":3626},[],{"categories":3628},[127],{"categories":3630},[50],{"categories":3632},[86],{"categories":3634},[],{"categories":3636},[134],{"categories":3638},[83],{"categories":3640},[124],{"categories":3642},[],{"categories":3644},[83],{"categories":3646},[],{"categories":3648},[50],{"categories":3650},[77],{"categories":3652},[127],{"categories":3654},[],{"categories":3656},[134],{"categories":3658},[50],[3660,3741,3812,3869],{"id":3661,"title":3662,"ai":3663,"body":3668,"categories":3696,"created_at":51,"date_modified":51,"description":43,"extension":53,"faq":51,"featured":54,"kicker_label":51,"meta":3697,"navigation":56,"path":3727,"published_at":3728,"question":51,"scraped_at":3729,"seo":3730,"sitemap":3731,"source_id":3732,"source_name":3733,"source_type":3734,"source_url":3735,"stem":3736,"tags":3737,"thumbnail_url":51,"tldr":3738,"tweet":51,"unknown_tags":3739,"__hash__":3740},"summaries\u002Fsummaries\u002F2b3da5eccbbf89bd-anthropic-bolsters-claude-for-legal-automation-boo-summary.md","Anthropic Bolsters Claude for Legal Automation Boom",{"provider":7,"model":8,"input_tokens":3664,"output_tokens":3665,"processing_time_ms":3666,"cost_usd":3667},5604,2224,28023,0.0022103,{"type":14,"value":3669,"toc":3691},[3670,3674,3677,3681,3684,3688],[17,3671,3673],{"id":3672},"claudes-legal-plugins-target-clerical-automation","Claude's Legal Plugins Target Clerical Automation",[22,3675,3676],{},"Anthropic's new plugins bundle functions to handle document search\u002Freview, case law access, deposition prep, and drafting across fields like commercial, privacy, corporate, employment, product liability, and AI governance. These expand Claude for Legal (launched earlier 2026) and integrate via model context protocol (MCP) connectors to law firm staples: DocuSign for document management, Box for file search, and Thomson Reuters' Westlaw for research. Available to all paying Claude customers, they enable direct AI interaction with proprietary data sources, accelerating adoption in knowledge work where early movers gain edges.",[17,3678,3680],{"id":3679},"startup-funding-signals-market-heat","Startup Funding Signals Market Heat",[22,3682,3683],{},"Legal AI competition intensifies with massive raises: Harvey (agentic workflows) secured $200M in March 2026 at $11B valuation, up from $8B months prior; Legora (similar automation) hit $600M Series D last month at $5.6B valuation, paired with Jude Law ad campaign for global push. These validate demand for AI to streamline 'byzantine' processes traditionally needing human teams, positioning the sector as Anthropic's fastest-growing vertical.",[17,3685,3687],{"id":3686},"ai-hallucinations-create-courtroom-risks","AI Hallucinations Create Courtroom Risks",[22,3689,3690],{},"Despite momentum, AI errors plague legal use: 18+ lawyers admitted generating flawed docs; a prestigious firm faced humiliation; California fined an attorney for ChatGPT-drafted appeal with fake quotes (first-of-kind 2025); federal judges issued AI-tainted rulings, prompting Senate scrutiny; AI-spun lawsuits now overwhelm courts with 'slop.' Firms must weigh efficiency gains against liability as pressure mounts to integrate AI.",{"title":43,"searchDepth":44,"depth":44,"links":3692},[3693,3694,3695],{"id":3672,"depth":44,"text":3673},{"id":3679,"depth":44,"text":3680},{"id":3686,"depth":44,"text":3687},[50],{"content_references":3698,"triage":3722},[3699,3704,3708,3711,3715,3717,3719],{"type":3700,"title":3701,"url":3702,"context":3703},"other","Anthropic unveils Claude Legal plugin and causes market meltdown","https:\u002F\u002Flegaltechnology.com\u002F2026\u002F02\u002F03\u002Fanthropic-unveils-claude-legal-plugin-and-causes-market-meltdown\u002F","mentioned",{"type":3700,"title":3705,"url":3706,"context":3707},"Harvey reportedly raising at $11B valuation","https:\u002F\u002Ftechcrunch.com\u002F2026\u002F02\u002F09\u002Fharvey-reportedly-raising-at-11b-valuation-just-months-after-it-hit-8b\u002F","cited",{"type":3700,"title":3709,"url":3710,"context":3707},"Legal AI startup Legora hits $5.6 valuation","https:\u002F\u002Ftechcrunch.com\u002F2026\u002F04\u002F30\u002Flegal-ai-startup-legora-hits-5-6-valuation-and-its-battle-with-harvey-just-got-hotter\u002F",{"type":3712,"title":3713,"author":3714,"context":3703},"tool","Claude for Legal","Anthropic",{"type":3712,"title":3716,"context":3703},"DocuSign",{"type":3712,"title":3718,"context":3703},"Box",{"type":3712,"title":3720,"author":3721,"context":3703},"Westlaw","Thomson Reuters",{"relevance":3723,"novelty":3723,"quality":3724,"actionability":44,"composite":3725,"reasoning":3726},3,4,3.05,"Category: AI & LLMs. The article discusses the launch of legal plugins for AI, which maps to the AI & LLMs category, but it primarily focuses on market trends rather than providing actionable insights for product builders. While it presents some new information about Anthropic's offerings, it lacks detailed practical applications for the audience.","\u002Fsummaries\u002F2b3da5eccbbf89bd-anthropic-bolsters-claude-for-legal-automation-boo-summary","2026-05-12 17:00:00","2026-05-13 12:01:03",{"title":3662,"description":43},{"loc":3727},"2b3da5eccbbf89bd","TechCrunch — AI","article","https:\u002F\u002Ftechcrunch.com\u002F2026\u002F05\u002F12\u002Fthe-ai-legal-services-industry-is-heating-up-anthropic-is-getting-in-on-the-action\u002F","summaries\u002F2b3da5eccbbf89bd-anthropic-bolsters-claude-for-legal-automation-boo-summary",[68,69,70],"Anthropic launches legal plugins and MCP connectors for Claude to automate law firm tasks like document review and drafting, entering a market where Harvey raised $200M at $11B valuation and Legora secured $600M Series D at $5.6B valuation.",[],"li0GJZkYMC6oB5QDYL5KjcYcC_Aabhbqw1-IZo2xlSg",{"id":3742,"title":3743,"ai":3744,"body":3749,"categories":3777,"created_at":51,"date_modified":51,"description":43,"extension":53,"faq":51,"featured":54,"kicker_label":51,"meta":3778,"navigation":56,"path":3798,"published_at":3799,"question":51,"scraped_at":3800,"seo":3801,"sitemap":3802,"source_id":3803,"source_name":3804,"source_type":3734,"source_url":3805,"stem":3806,"tags":3807,"thumbnail_url":51,"tldr":3809,"tweet":51,"unknown_tags":3810,"__hash__":3811},"summaries\u002Fsummaries\u002F0e80c4820bbdcb73-parasail-brokers-gpus-for-cheap-ai-inference-at-sc-summary.md","Parasail Brokers GPUs for Cheap AI Inference at Scale",{"provider":7,"model":8,"input_tokens":3745,"output_tokens":3746,"processing_time_ms":3747,"cost_usd":3748},5718,1948,15947,0.0020951,{"type":14,"value":3750,"toc":3772},[3751,3755,3758,3762,3765,3769],[17,3752,3754],{"id":3753},"orchestrating-global-capacity-slashes-inference-costs","Orchestrating Global Capacity Slashes Inference Costs",[22,3756,3757],{},"AI developers crave fast, cheap tokens for inference—Parasail delivers by brokering GPUs across 40 data centers in 15 countries, plus liquidity markets, without owning most hardware. CEO Mike Henry, ex-Groq executive, focuses solely on inference (no training), serving seed\u002FSeries B startups without long-term contracts. This agility lets Parasail undercut big clouds and rivals like Fireworks AI or Baseten, who chase enterprise deals. Result: 500 billion tokens generated daily, avoiding demand peaks through smart workload allocation. Builders gain production-ready inference without vendor lock-in or peak pricing.",[17,3759,3761],{"id":3760},"open-models-hybrids-power-agent-explosion","Open Models + Hybrids Power Agent Explosion",[22,3763,3764],{},"Rising friction from frontier APIs—'rough sending 100,000s of requests'—drives open-source model adoption. Elicit CEO Andreas Stuhlmüller (after $22M Series A) uses open models for initial screening on massive datasets (tens of thousands of papers for pharma clients), then frontier models for final answers. This hybrid cuts costs for agentic workflows, where tasks split over long horizons. Parasail's $32M Series A (led by Touring Capital and Kindred Ventures) fuels this shift, as agents proliferate in software.",[17,3766,3768],{"id":3767},"inference-demand-outpaces-supply-no-bubble","Inference Demand Outpaces Supply, No Bubble",[22,3770,3771],{},"Investors predict inference hits 20% of software build costs, exploding with content gen and robotics. Kindred's Steve Jang: demand far outstrips supply despite perceptions of an AI bubble. Parasail differentiates via inference-only focus and startup-friendly terms, positioning for the 'tokenmaxxing' era where open models escape lab constraints.",{"title":43,"searchDepth":44,"depth":44,"links":3773},[3774,3775,3776],{"id":3753,"depth":44,"text":3754},{"id":3760,"depth":44,"text":3761},{"id":3767,"depth":44,"text":3768},[83],{"content_references":3779,"triage":3794},[3780,3783,3785,3787,3790,3792],{"type":3700,"title":3781,"url":3782,"context":3703},"Parasail says its fleet of on-demand GPUs is larger than Oracle’s entire cloud","https:\u002F\u002Ftechcrunch.com\u002F2025\u002F04\u002F02\u002Fparasail-says-its-fleet-of-on-demand-gpus-is-larger-than-oracles-entire-cloud\u002F",{"type":3712,"title":3784,"context":3707},"Parasail",{"type":3712,"title":3786,"context":3703},"Groq",{"type":3712,"title":3788,"author":3789,"context":3707},"Elicit","Andreas Stuhlmüller",{"type":3712,"title":3791,"context":3703},"Fireworks AI",{"type":3712,"title":3793,"context":3703},"Baseten",{"relevance":3795,"novelty":3723,"quality":3724,"actionability":3724,"composite":3796,"reasoning":3797},5,4.15,"Category: AI & LLMs. The article discusses how Parasail brokers GPUs to provide affordable AI inference, addressing a key pain point for developers seeking cost-effective solutions for production-ready AI features. It offers insights into the operational model and market positioning that can inform product strategy and decision-making.","\u002Fsummaries\u002F0e80c4820bbdcb73-parasail-brokers-gpus-for-cheap-ai-inference-at-sc-summary","2026-04-15 13:00:00","2026-04-15 15:39:35",{"title":3743,"description":43},{"loc":3798},"0e80c4820bbdcb73","TechCrunch AI","https:\u002F\u002Ftechcrunch.com\u002F2026\u002F04\u002F15\u002Fparasail-raises-32m-to-feed-tokenmaxxing-ai-developers\u002F","summaries\u002F0e80c4820bbdcb73-parasail-brokers-gpus-for-cheap-ai-inference-at-sc-summary",[68,3808,70,69],"cloud","Parasail generates 500B tokens daily by renting global GPUs and dodging peaks, enabling devs to run open-model agents affordably as API costs from OpenAI\u002FAnthropic rise.",[],"jtSViQIaSZn-YaolyzgDZJaMETEsKob2F9fVqFyCH7g",{"id":3813,"title":3814,"ai":3815,"body":3820,"categories":3854,"created_at":51,"date_modified":51,"description":43,"extension":53,"faq":51,"featured":54,"kicker_label":51,"meta":3855,"navigation":56,"path":3856,"published_at":3857,"question":51,"scraped_at":51,"seo":3858,"sitemap":3859,"source_id":3860,"source_name":3861,"source_type":3734,"source_url":3862,"stem":3863,"tags":3864,"thumbnail_url":51,"tldr":3866,"tweet":51,"unknown_tags":3867,"__hash__":3868},"summaries\u002Fsummaries\u002Fchinese-open-source-ai-now-leads-cut-costs-80--summary.md","Chinese Open-Source AI Now Leads: Cut Costs 80%",{"provider":7,"model":8,"input_tokens":3816,"output_tokens":3817,"processing_time_ms":3818,"cost_usd":3819},3730,1443,13369,0.00100055,{"type":14,"value":3821,"toc":3849},[3822,3826,3829,3832,3836,3839,3842,3846],[17,3823,3825],{"id":3824},"chinese-models-flip-open-source-leadership","Chinese Models Flip Open-Source Leadership",[22,3827,3828],{},"Hugging Face's Spring 2026 report reveals China leading model downloads for the first time: 41% from Chinese developers vs 36.5% from the US (Feb 2025–Feb 2026, Section 3.2 geographic table). Baidu exploded from 0 open-source releases in 2024 to over 100 in 2025 (Year-over-Year Growth table, p7). US startups are switching quietly to save millions as these models match performance for production tasks.",[22,3830,3831],{},"This dominance means your startup likely already pulls Chinese models via Hugging Face—check your inference logs to confirm indirect usage.",[17,3833,3835],{"id":3834},"hybrid-architecture-delivers-80-cost-cuts","Hybrid Architecture Delivers 80% Cost Cuts",[22,3837,3838],{},"Run frontier APIs like GPT-4o ($7,500\u002Fmonth at scale) only for complex reasoning; route high-volume tasks to open-source small language models (SLMs) costing $84\u002Fmonth. Orchestrate via multi-cloud providers (MCP) for reliability.",[22,3840,3841],{},"Your AI bill is often 10x too high—adopt this setup to drop inference costs 80% without product breakage. The report's download surge proves these models work at scale.",[17,3843,3845],{"id":3844},"_4-step-framework-signals-exact-switch-point","4-Step Framework Signals Exact Switch Point",[22,3847,3848],{},"The article promises a precise 4-step process for CTOs\u002Fdevelopers to evaluate and migrate production AI: assess volume\u002Fcomplexity split, benchmark SLMs, integrate hybrid routing, monitor drift. (Full steps in full article; stats alone justify auditing your stack today.)",{"title":43,"searchDepth":44,"depth":44,"links":3850},[3851,3852,3853],{"id":3824,"depth":44,"text":3825},{"id":3834,"depth":44,"text":3835},{"id":3844,"depth":44,"text":3845},[83],{},"\u002Fsummaries\u002Fchinese-open-source-ai-now-leads-cut-costs-80-summary","2026-04-08 21:21:20",{"title":3814,"description":43},{"loc":3856},"ab15d2973d59e89d","Towards AI","https:\u002F\u002Funknown","summaries\u002Fchinese-open-source-ai-now-leads-cut-costs-80--summary",[68,3865,69,70],"open-source","Hugging Face data shows Chinese models at 41% of downloads vs US 36.5%; GPT-4o runs $7,500\u002Fmo at scale but open-source SLMs cost $84—use hybrid architecture to switch and save 80% on inference.",[],"wKxlJbvRfEC7w3cUW0ggEQQjnBFvyONA_MUujwzAyl8",{"id":3870,"title":3871,"ai":3872,"body":3877,"categories":3897,"created_at":51,"date_modified":51,"description":43,"extension":53,"faq":51,"featured":54,"kicker_label":51,"meta":3898,"navigation":56,"path":3899,"published_at":3857,"question":51,"scraped_at":51,"seo":3900,"sitemap":3901,"source_id":3902,"source_name":3903,"source_type":3734,"source_url":3862,"stem":3904,"tags":3905,"thumbnail_url":51,"tldr":3907,"tweet":51,"unknown_tags":3908,"__hash__":3909},"summaries\u002Fsummaries\u002Fclaude-builds-real-business-plans-to-drive-product-summary.md","Claude Builds Real Business Plans to Drive Products",{"provider":7,"model":8,"input_tokens":3873,"output_tokens":3874,"processing_time_ms":3875,"cost_usd":3876},3658,999,7926,0.0007607,{"type":14,"value":3878,"toc":3893},[3879,3883,3886,3890],[17,3880,3882],{"id":3881},"tackle-real-problems-with-data-driven-plans","Tackle Real Problems with Data-Driven Plans",[22,3884,3885],{},"Kansas City's food access crisis provides a tight hackathon constraint: two grocery stores closed in struggling neighborhoods, main food bank lost 3 million pounds from federal cuts, 1 in 7 residents food insecure (10-year high). Task: Design a company to fix it, prove model in 60 days, pitch to city. Alexandria Hamilton placed 2nd solo across two tracks by prioritizing a foundational business plan over rushed prototypes.",[17,3887,3889],{"id":3888},"claude-generates-production-ready-business-documents","Claude Generates Production-Ready Business Documents",[22,3891,3892],{},"Skip templates—prompt Claude for a complete plan with financial projections, 60-day proof-of-concept timeline, bilingual community outreach strategy, and revenue diversification via healthcare referrals, federal grants, and supply partnerships. This isn't fluffy output; it's a tight document that anchors all downstream work because brand identity, pitch deck, and operational workflows derive directly from its specifics. Result: Full brand and product built in 4 hours using Claude + Lovable, proving AI handles strategic planning at hackathon speed without sacrificing rigor.",{"title":43,"searchDepth":44,"depth":44,"links":3894},[3895,3896],{"id":3881,"depth":44,"text":3882},{"id":3888,"depth":44,"text":3889},[89],{},"\u002Fsummaries\u002Fclaude-builds-real-business-plans-to-drive-product-summary",{"title":3871,"description":43},{"loc":3899},"3f19a82080634531","Generative AI","summaries\u002Fclaude-builds-real-business-plans-to-drive-product-summary",[68,69,3906,70],"product-strategy","Start with Claude-generated business plan including financials, 60-day POC, bilingual outreach, and revenue from grants\u002Fpartnerships—then derive brand\u002Fproduct. Built full entry in 4 hours, placed 2nd solo in hackathon.",[],"UDNcdXxIbSuTsTErIXC8A5ivAGJWv2V5x3tVdiMPVDk"]