Run step
Step 7: assistant
{
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e=min(len(text), m.end()+w)\\n out.append(f\\\"[{p}] ...\\\"+text[s:e].replace(\\\"\\\\n\\\",\\\" \\\")+\\\"...\\\")\\n return out\\nx=res[qs[2]][3]; print(len(x[\\\"content\\\"]))\\nfor o in grep(x[\\\"content\\\"], [r\\\"by the end of 2027\\\", r\\\"overall forecasts\\\", r\\\"all companies|other companies|OpenAI|GDM|lead\\\", r\\\"deliberate slowdown\\\"], maxn=3): print(o); print()\\n\"}},{\"type\":\"code_execution_tool_result\",\"tool_use_id\":\"srvtoolu_01TpwNmpzZeXQGisks1RtoJn\",\"content\":{\"type\":\"code_execution_result\",\"stdout\":\"1557\\n[deliberate slowdown] ...Now, all of us forecast that **Superhuman AI Researcher (SAR) will likely arrive at some point in 2027** (assuming no substantial deliberate slowdown).3 We also predict a 35-65% chance that Top-Expert-Dominating AI (TED-AI), AIs that can automate all… # Q3.5 Timelines Update: Looks Like the Intelligence Explosion Will Happen in 2027 After All ### Our timelines have shortened This level of acceleration due to AI is very unexpected. Previously, Daniel, the most bullish of us, assigned a 50% chan...\\n\\n[deliberate slowdown] ...029. SAR is roughly the point at which a company would rather fire all their human researchers and rely solely on automated AI researchers than have a team of the best human researchers in the world with no AIs.2 **Now, all of us forecast** **that Superhuman AI Researcher (SAR) will likely arrive at some point in 2027** **(assuming no substantial deliberate slowdown).3** **We also predict a 35-65% chance that Top-Expert-Dominating AI (TED-AI), AIs that can automate all white-collar work, will arrive before 2028.** While there were many factors and sources of evidence that ## A 1.7x pace of progress is 5 months ahead of the AI 2027 scenario On April 5, 2027, pace of progress reaches 1.7× while R&D uplift is 5...\\n\\n\",\"stderr\":\"\",\"return_code\":0,\"content\":[],\"abort_reason\":null}},{\"type\":\"thinking\",\"thinking\":\"\",\"signature\":\"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\"},{\"type\":\"server_tool_use\",\"id\":\"srvtoolu_01Q5Lb5izdHvr3V2RWoYoLFY\",\"name\":\"code_execution\",\"input\":{\"code\":\"qs2 = [\\\"AI Futures Project SAR 2027 forecast probability Kokotajlo Lifland median criticism response\\\",\\n \\\"METR assessment AI R&D acceleration Anthropic 2x redacted report November 2026\\\",\\n \\\"OpenAI automated AI researcher March 2028 goal on track Jakub Pachocki 2026\\\",\\n \\\"Google DeepMind automated AI research 2026 Hassabis recursive self-improvement timeline\\\",\\n \\\"Narayanan Kapoor recursive self-improvement gradual automation AI development 2026\\\",\\n \\\"Meta xAI automated AI researcher recursive self-improvement 2026 Zuckerberg Musk\\\",\\n \\\"\\\\\\\"fully automated\\\\\\\" AI research \\\\\\\"end of 2027\\\\\\\" labs prediction\\\",\\n \\\"Anthropic IPO filing dramatically accelerated progress attributable to AI definition\\\"]\\nfor q in qs2:\\n r = norm(await web_search({\\\"query\\\": q}))\\n res[q]=r\\n print(\\\"==\\\", q)\\n for x in r[:5]:\\n if isinstance(x,dict) and x.get(\\\"type\\\")==\\\"web_search_result\\\":\\n print(\\\"-\\\", x[\\\"title\\\"][:80], \\\"|\\\", x[\\\"url\\\"][:100], \\\"|\\\", x.get(\\\"page_age\\\"), \\\"|\\\", len(x[\\\"content\\\"]))\\n print(\\\" \\\", x[\\\"content\\\"][:350].replace(\\\"\\\\n\\\",\\\" \\\"))\\n else:\\n print(str(x)[:200])\\n\"}},{\"type\":\"server_tool_use\",\"id\":\"srvtoolu_01JztLmAf3gbZkZgpQLmoVyL\",\"name\":\"web_search\",\"input\":{\"query\":\"AI Futures Project SAR 2027 forecast probability Kokotajlo Lifland median criticism response\"},\"caller\":{\"type\":\"code_execution_20260120\",\"tool_id\":\"srvtoolu_01Q5Lb5izdHvr3V2RWoYoLFY\"}},{\"type\":\"web_search_tool_result\",\"tool_use_id\":\"srvtoolu_01JztLmAf3gbZkZgpQLmoVyL\",\"content\":[{\"type\":\"web_search_result\",\"title\":\"AI Futures Project Pulls Its ‘Intelligence Explosion’ Forecast Into 2027\",\"url\":\"https://tech.yahoo.com/ai/articles/ai-futures-project-pulls-intelligence-110601953.html\",\"encrypted_content\":\"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\",\"page_age\":\"1 days ago\"},{\"type\":\"web_search_result\",\"title\":\"Kokotajlo Pulls Forecast 19 Months on Anthropic Disclosures - 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days ago\"},{\"type\":\"web_search_result\",\"title\":\"AI 2027 authors now expect a superhuman AI researcher in 2027\",\"url\":\"https://cryptobriefing.com/ai-superhuman-researcher-2027/\",\"encrypted_content\":\"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\",\"page_age\":\"2 days ago\"},{\"type\":\"web_search_result\",\"title\":\"Things Seem To Be Going Somewhat Slower Than The 'AI 2027' Scenario: Daniel Kokotajlo\",\"url\":\"https://officechai.com/ai/things-seem-to-be-going-somewhat-slower-than-the-ai-2027-scenario-daniel-kokotajlo/\",\"encrypted_content\":\"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\",\"page_age\":\"356 days ago\"},{\"type\":\"web_search_result\",\"title\":\"Former OpenAI Researcher Revises Timeline: Advanced Super AI Could Arrive as Early as Next Year\",\"url\":\"https://eu.36kr.com/en/p/4066158949618563\",\"encrypted_content\":\"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\",\"page_age\":\"1 days ago\"},{\"type\":\"web_search_result\",\"title\":\"AI 2027 Authors Now Expect Superhuman AI Researcher in 2027\",\"url\":\"https://cellcog.ai/blog/ai-2027-authors-timelines-update/\",\"encrypted_content\":\"EvANCioIFRgCIiRhOGFlOWMyMy1iYWVmLTRiYzctOWJjYS04YTM3MTE5YWVhMGMSDBsF70wJXw6O0uIInhoMJsXjyF1ZXQcWo3wSIjDw3Fk5BZZY/3zv9ObOU4R1xwtTpwOT5rDRUA9g/kR3eUxitVesU4A+lGw1NGrJ8EEq8wylSaXnmtLB//LpM09Oe2OCEtBokMwCH+fhsA6ea9lbU/flnTPmks9rrBuzvqpPMNapdOooHJ8W71/Bv3JFd1KZG+ndnDAfwfhI/GbhYDeywWj95RlKi3/WhtrbdC3W/+07ZGkL2FahLPtYzVDuyRaqzj4cy01ZE3pVjJ7A8CQ+y2HuH1gurdrAlfqovlLf4YCzw8IVFoJYb9o8Vb71OKEFrgqD9TzfiT45T01JcPPgFdE0nedy3VvlfVmdFUxx9KjWZ4uDtZgU52IeG+H85exL21fmW0MU5gtfzoqolIrm34Duspbn4CtyTEwHjWmesFNp51lGtAQncQVyPjAYXNuAZ3A+U5nCunFNzXDsW3ATNnlcDDKMp4BaHFcSsMbp1e2jfjs/31c36dC/JjuF8PN91/Diq7rvm1guB8kZk8CbV5krehm7ZpsIDmcVNKUvj/5+Q/RpLaEp5RXayKGmYCd6ubSNj2CewPTaCw9UJ4qf8a9FtegqK08xr2tBMyJKukPz5Bm1v0clnzXGCD/oTTcjlf3R+2owVALBzRESeEHIpEpUnOCYG4tXrZ6Fz1Grmm0HTUgmZrrtTC6n8pbNSQ6OOxon5tkiJoDwJfmuItrL/xjWaqRGyb+xYoaRYXS3rpKRm3CwZASKPLY0QqmTvMD3HGKwj64mL2epE1foo6tM8A9lka2Vp6hzZzGXrCfZq9eZxeoILFZ+o7m8szNOfiZpR12QrZwZdmx8Nt/XQ+QbqVyLUBINdmVMS4a60TjuyhhtBtIZjm/iP21r4EFzRgHFTzdksyRIPcR11ySS8Pyb1VALVd1lzKpO88oYVd9j2OvN4hFIuPe5djPERuN0rxaxqBbpViuVmbTOkOAIao6W7LYs45f729LeuEs8m1S+cgXNCx2/VpSgRurUdxBijpk6eWndY421p/dE2ZUFkWVqav9kqWeqlI9YMTWkHEbxZ/aHkf/IrNsr0jLrIc9xgxDRir7yST1gqLUaPTm3X7eKxkS/3sf3r6sGPJMnfq3uL4TFwAwYkQSRN6Q8zVs9z3PwD9Ei4g8oUpeex+wUsmowdnnOSwpJV3gAL8N05pYNXohzQWoZuQCdvKICRo/2G+p/ezEaO/Uit4LRodoqkVOdegrBtMfb8Z7H05yNTa33VXwC8my0i1yUO1nj3g8XjdEQ0C3m8tGuITL5QKluf2Y9FUpbdwZjHzVSSVyx9jgYT+xOB+vdNQHD5y+3D6s5/7FSmURlTILqvzdW6u6CdfL6hzv8P7kIumJisos8FfCYaVF9cnsfpweN1jSQxgEwUiLtJ202gTP+pdC0EatXtAREZr1cQTSFvvoZZtaQ4CtbfLkFVPBaB1uG2jAvJ5Kw0fvsatx9Rj0+KFQeVJ0as9ijCkwRTr3N9HT9jc2Fy/HyQebFzCWI4kofyW92RslbPl2PP54xVX9H+VpvszpjeIH1mfpJ1Rn61Sw16dChFegQEX0velrnPSmSkQR0d4r+qKFDMqEJ/zYBxyckTXIuhO/O7Clfo3YzHPfnHxMs01Q8vTtT4klytezSkOLTYJ/WVIT10EPous2iCGJJlCBNjCqBq28+7FcBBRCAPBLxzquSzg6DpCvsUKWpxdheO1fYkM0UwCsjWPUeRfnc2K/Y2BXVmCjcAxRXPP1VqnlcolAI2mHZ5KahV4KRIiVKPesXRMYHas+OOguAfMTgZAeJ5oKbBB6+MudCSnvQy/zcXYzZI3HMrFZ7QaoTeZagawvukf47Gj8dFSQFGVfiuXKz5Vaq3UBBZjn6Hd70uiKZLSrBo+6B0fUaorfhWFoAsz/oa5/LcPvhQDeeRNOGE9r47KdSFtA7WD30oR6aPcKboAvvGjb3C0bBKFlWRBmTHDUBhEgqt85xLdhU1rnsumCEHvPaAy707hrqNDtUUtM5SlOUtL6GRaEjczEAzP1YH9RM9PUVuj/hE9WpLICwwssuHIQQrwVhZq1IiHN1MZYTVyuq8VysomCmoDR0LYRR+ep/8HTfSY1ewOtAxndYygjuIdu2Zh7mSGsug4iVMREDP99yz25SBzrRLwPfcVGcrrtsKtxiyfqV56HPo0exWCCk2oVQvMjz0YQmikxfkbz51WpMaRl+ub5BKUS+iDTvWjnWdxJ7t95p8q3ZOKX2XVN9ibCLMrDJazj99j95AGJkqErtqXTOLPV2aesDjGdstdBIG5mjcLtGGAM=\",\"page_age\":\"3 days ago\"},{\"type\":\"web_search_result\",\"title\":\"AI Reality 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days ago\"},{\"type\":\"web_search_result\",\"title\":\"Q3.5 Timelines Update: Looks Like the Intelligence Explosion Will Happen in 2027 After All — 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days ago\"},{\"type\":\"web_search_result\",\"title\":\"AI 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days ago\"}],\"caller\":{\"type\":\"code_execution_20260120\",\"tool_id\":\"srvtoolu_01Q5Lb5izdHvr3V2RWoYoLFY\"}},{\"type\":\"server_tool_use\",\"id\":\"srvtoolu_01JMMDy2Z2d2SUAnnxyHUeKN\",\"name\":\"web_search\",\"input\":{\"query\":\"METR assessment AI R&D acceleration Anthropic 2x redacted report November 2026\"},\"caller\":{\"type\":\"code_execution_20260120\",\"tool_id\":\"srvtoolu_01Q5Lb5izdHvr3V2RWoYoLFY\"}},{\"type\":\"web_search_tool_result\",\"tool_use_id\":\"srvtoolu_01JMMDy2Z2d2SUAnnxyHUeKN\",\"content\":[{\"type\":\"web_search_result\",\"title\":\"Independent Assessment of AI R&D Acceleration at Anthropic in October 2026 - METR\",\"url\":\"https://metr.org/blog/2026-11-05-anthropic-ai-rd-acceleration-assessment/\",\"encrypted_content\":\"EsUNCioIFRgCIiRhOGFlOWMyMy1iYWVmLTRiYzctOWJjYS04YTM3MTE5YWVhMGMSDPA2e0fflNy6wB3OqRoMl2PGk0L3znsHEmqWIjCOqcQxyheFH4Qgw1t2sc+8CuNWVe96y3VuGAoiCB2VNvcZLtHhTaYLoTp1rV++jbkqyAzpm0HDejy/ZTlFkQzjQQlsyzEjgatdxzRQypJxwx4nB5I/SoowbsPCftLE7w/lAuWMTKDgan4Ca5tEiCBi+ouwVjEjn1HVwCQXWxXw5PVMwGFbe2OOV+NTpEii8SzPEhIzFFXuKhk8qO8XOffflKaZY/kAnlOMEUtddkMRoxavCRp8ioiCX40UtERhKWYitIFvgSnBYgf/k2bTFWHCKbqkCaOgwY4+9UqFFqx+uSkmpUhXYNX7BWbN6NDHqtny6vOGeClZZ9bNoQjZKf6PiGmfvg0ey/N1b7oYmU74iKD/280+guvJ/AwrW8VJ5XJbelC9ayJ++A4J9XEQXjYNTPG4Fp16ztlqh0cGCihHSxwqfl+/FjoFcR6D/k5wofZu/rQbs4DD+OcG58nASGcu6z2cUREPuRHUcpjjJPm9VqT1NdEECm2HkoSkCrouMaFqSwFkiNhEE+OVkx6rMmC5vJ30MAzH8czI6LhO1HxhSiVaXLOOmNZb7S38wg8RtYJ8klFt0wAlebyrn7qHiypRMaqW/rlbOhJnXWDtghpf383P/MBlsk1wZn3Znzg5pptxrvDvDXoBSb/CaBZFRF567/hKaD7O0H+yLeJA+ATFG7ocuDbuga4oJ4ahFo8RCtMoRfigKFCcnfPY2GePb/MsMQVDLZO9xoYcRHisWimRdQCQshbOVuWxl31uEk/bUAhqja70oxeV5JC+BeFQ1pHROE5qdswqp68VihTqBdWZpK84RkbAJd04tYKioI3mraQ7f6mL4zPCW8Ch1MOjjFCzOJp5boyEP1rLnD+liG9ddgVoaN8Oxj3d7K0/zejEp8kzvdenS3qCXHMdBgyMXpjMLoAHkQSdSG0iurIwccva5cf2MpasPPQBj4YKCsc/NbSCVqZjHXB5nUA8yDSJcacirfyGaXZRguFXDNcStjjIbL0HlsiOzvaHaL4M8YJkXEc3sI9lUZSG2IDKv1wehAB3skJFjq9qmJZSceolAC9FeBAVeUrJmy7APC6Rj6ibPB47I7FQ2CWO/rTyhIXucYPTSW01RHi8VAeiri5ixBqgZmsbt4OVLYA32njT5RnX+OuC7DdTScwNzrqSWh4B9TsYvNH5CY98odO5VX2cSluE2eyB9lNK2CjcCWL5c+N99qNDlsb7D+3C9QE//7K+3fTuSPw4Ast0qJTj6oNuXk5FFks3kYD0HX4DYDRhKdr8JBCYhecr/Hw9vWLdf2FEkSpvdubs55eERtALJSk5myg1blld2dzKwV2NSbnFoFABkr3HG04/hBlBnJlTeXFdcun23ps+C1VXWVcnAyTq6ncWDrXP/pZOxt+oc7/b/OKsZoxyaKmNfyusinbE0DZezyQF/RNsNg+kQ1+Zu+Ey+jJbSyy0/SMFgO3uPYyTcDDgrVMBs8K8dAO8j6U2D82jdQ3sZxtUYMAbNbp/1+Z8MyeMYdfTF2ugzZWw0OV0UKoOi8/W92L01yaMiss1gTqPyldg0cu4vqJGU0F+X33sy6psD2FDkgSsnQSoyfNY0w+6bHE8ItaNK7p4TIMm2xzFFHgPsIi60/MEsDvlf5wIKXCoUQNj/kSXiH/kHNz3LlCR9tJrio+uhX8Ypb6w634W1VkWnj5wXecDFHzukNbwMDUBoygfZDDyNC56IkqfZABF2I0ii0tD6nsBf5LTvGgm6wsM+FKGjCZpLWJfz0zGLzIg4bOdzJc4gsBfm3WZ6aXLXH26kclt5mIsH54ye4Lc8BR1w8RW6nQGjwR3AL85X+bWzE8QNZb49i/SmfJsvcxcBE6jmgmSJ5bPjXYPti3PkKZKLrYpJdlJpQkKNQp7EBo/Pp0j1AEeTKOhsZU7YnwyLN8g4LeAcYvMu8S2bkPwRfpag6ZjNvlzqqCWYpUnkK/JW/cm//GyH555OGraXZmokekDuFZ5btDdpF8XP6AmQ/Tjx4a8qDUJj63hBHFbkYBnYMVDfFiv1wvVPIMGNj6rcf6TGDmGCQO9GVQLdKfqW+kepHukaLo0WWeU5DLNqb19Cyt/aUTP/sL8lWd/1XylJ3uUimeEYFB5ZKGBmE1V49+tYPcdhF/zkVqJK8A1AuZYilNqEkcliJjogR1Wgd8glfxKfN03+99SSdsfMzxCJOiqfHD4DQWXKzvKQ60YAw==\",\"page_age\":\"8 days ago\"},{\"type\":\"web_search_result\",\"title\":\"METR on X: \\\"Anthropic shared extensive evidence across its AI R&D pipeline, from pretraining to RL, including key details like estimates of algorithmic progress over time. We found this nonpublic evidence highly informative about AI R&D acceleration.\\\" / X\",\"url\":\"https://x.com/METR_Evals/status/2118412189833085248\",\"encrypted_content\":\"EtINCioIFRgCIiRhOGFlOWMyMy1iYWVmLTRiYzctOWJjYS04YTM3MTE5YWVhMGMSDPvBC0xBOfoweBhbDhoMqBn4swcRZJ6cqUDYIjDSW0Ill9Ox/AS8zQqiDo7/CJ8ZCVVjiop/H1qGHKV4+SiJsJFdUyUrrpzEQL7cszcq1QzISQGujOl9dlEmytnQor6SFtDDOqCAn5T7ld6EKgNkldv79gPRTUNrDvKOaoFQYILCihhZSkmOm0gSnW+OTHRJYPrCrMxehV2nILB35C4y8OmdeM7Kiwx6kDOtnEc9q01QOc24O4coOutxX6NgCwbP02QJ/PV5k8LrTkG4JBaaOYdpZhL7eJbMrjWVPMAojn3x2T0Mf+ARBNfCTsA6xwuaB+YsDx1ue/CHsU3yysqQTNj5wzz/kSniJU3mJvfruZKw+9+wD2EI+mMW13f+hcbbnrwu3P7ndRlbIdvQOW/6iWhLnGm2ZX8DDhchhKvhUA/eFucLR8d9eGMod8XszDSh9JhKnSC+XsJI7M/vB9xa7LBxGYhwe1yruLD5GrFEuUdGsXayrzGIractTLbRH6cGRj0lI3aKMdFhABwDvbJSmvAYcShAGdynOTtFasPwkD/Lk38DQ5GgvQ9ROZ4TZuIPHcyRZ4RfaoOv8kWc9z4WKiMgcIdwVN80iCvT1CxgBBO7lLyZ/USBWGETXlkzlO9BzxSvO7o1xz113l1utCb4ClubpBNhQpr72va7veahKD9/60Ig/4m6ws3zd6R3XTZ2im9NPYupm+LgKj2PJ075D7SKZkmZKy3UxzZzHGZBTJjrIM7/f7rBKipRAFUeBqOtGpElQWCRa3JwUBC3BnOiC/CypBH1B0kUBAEnFto51EpBy8YPERWHggT7ERRe+/HT+1UM1H6mNBCVUyTIeFxcfr2aJ6wzmFE5t+U6HeDyRh7C9yPc9y+5SwJN0GOCgrPqam8y7B2QXubIXa/+ImrhToMteVxrpOx/P+44Jlmqr26DzpqUsArC2lCl3uzY1KNtnZPYhWLad2XAlRDM+o3UQNfsJTpwTJJxSBe9F8bwbmpX3KPhZf/Hn5uzlvOYLPOVlhq5wyx2jz7YdA/U8TY5RI+ejATkeQ0w1VxLTErz72cDcDQkS1ffAsscT8iCe7kU6Kc2/Qy+AW9Vj9bJMvrXvpD84FmsFBi3glEBn+WCoBz6cA+vdARqCi1GkQ12oMT67QPdJDb6pteMLEmH8QXPtI6XpDSb+lXmut5NNBJwS+UEnEr0ub9RHDVSSImIl+69QIiEb2ltn7yniiZJh5AcY01ldJLGoq6p1y3FApalQiOHuu02MzKHCgnr1rMrqw11oN0n/+Gev+QxxjSMrgRJaFdXTanacu1zLKbplY86youcfPv6ES6Sk0WSxTzTqzwxGV6LbOGtOr36IWIahApkyqyJt6sK1SGVNFtaugPb8uVF8Y+Taom9Lk/iJxrXR4swtB1YY5DWMBUZVG8I0EIxjMO/9/UK2+dUCiQ6wR+u5VrtxTYD0cisH4YBnbkIUU32MX51xr+Ay0KPFhbjrr+MITVCqYVjwYGIsiTkM4nAL7lrlzUtM6h7jbUCdGujRsoQgzNgh4pfLzfBZsHVnU9Y3bJZV9jM4aomzfa0+752ZVBfRuQ3utvH1DQPUC3RikVFybr7mNWpg0rV5GHlxCIqUKQjZO9enSq4JZMnMF4Z3y5r1uvfOrJZ4lvgUcTTslwSL8y1PVvB4tioi9ci0EZTzwC0keEG0q7zxNGVfIGxZzW3e5Byl7mNm8z9dJYh/YjVgPBmobd0prwP0pcL9F/WwHXE22sMqSjyQb9Ywm2CruF3fDYb0GfblN7S+/5sUrcebIwkM9GexYbJagqlwBKX4HdSNUqgyQBSCvowzYDZ93idy0xnL2lDzna1t1CnNbXbvtPScuVqOg/vJWI7zMNPjxu3Wk+0rHFdqwMB3PRZR5Vc0YHRwuqTjRXFopOTt2YMnhM5st77OG6ws7qLjCTpNA1ShBoV7Zu0Jk1XSngvrqO9Yhwl62y/mZfTK8b17cHtUpgHAS7Mz5FoBqGrKOPmcOTUCHJF62uzC2kIwytIB0P+99NqlCWs7XfJG7/hsuEQlN+i+Kry8dHVXqe6PKCPDlb44dxoac9/iiP22iWNmgdtlEZb0jXIy35P3r4yyLtBoCRhmzajSyi9YPy9/EXjy40gtLrTvg+1zbMj0gG3gjcmVY+flm90gcRWIkwzRK4KkIRGuwyWcm/WnK/IdRT4yPF3rp4E+B8wLT1NBD7sc3YpHolWholbRztvT5+WtQ+xf+TNwmCSnCcmGPKzpQfYpwMHuD/yGAM=\",\"page_age\":\"8 days ago\"},{\"type\":\"web_search_result\",\"title\":\"METR Finds Anthropic AI Acceleration Near Twice Prior Pace\",\"url\":\"https://shiftdelete.net/en/metr-anthropic-acceleration\",\"encrypted_content\":\"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\",\"page_age\":\"7 days ago\"},{\"type\":\"web_search_result\",\"title\":\"METR on X: \\\"Since August, a team within METR has worked with internal Anthropic information to assess whether AI itself is accelerating AI development. We are now publishing a report summarizing the results of this risk assessment.\\\" / X\",\"url\":\"https://x.com/METR_Evals/status/2118412183860351084\",\"encrypted_content\":\"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\",\"page_age\":\"8 days ago\"},{\"type\":\"web_search_result\",\"title\":\"AI watchdog report indicates we may have less than 6 months before AI super intelligence arrives\",\"url\":\"https://cryptoslate.com/metr-says-anthropics-model-progress-is-roughly-twice-as-fast-but-key-evidence-remains-redacted/\",\"encrypted_content\":\"EugNCioIFRgCIiRhOGFlOWMyMy1iYWVmLTRiYzctOWJjYS04YTM3MTE5YWVhMGMSDGb7i6WlNqmc5H8vHxoMN8lDpOWbBTnJLxgVIjArrntwnfJeetJ8ALx3QGXn2LX9MkGOr2ziSykfFuXCWLofOEhqhFzkYRE/YT32RwQq6wyphB/upG50kAUO1YLGaZySGNci5w0gBVo2/G3PHf0fdBwARJTTj/N3KfJ2kDQtUJopbi5PITqoPIWmAD5lNzkK2KlPrFAMYRGCU3pYQuIs0397JVZfGqaKze7D29RFonZEg6mJJm5opNRrqiS0PIPzHx+amJLJJijwLooLhSXZGcPE8Wm5qZlI28HPEaQnby28e6SadkOG9ELQwbDAbcRgVgFV+5i9VJBCgIABDSVVSUwSehdflUFuxElWgyIv1tK6SZKWm51QQ6vI1ns20GAWGtRElbzMYoVQHGO9TMwVi5jgolTmrE05z23aGtMMX5MKfiC5BBWEEBJs2x+gRDFtO54kUKnip2qbaLNOmk27E2V15JwS1nA3aGidfOa9zuUeEW/84j/BGflldadbiVKQzzOyVcj5lU3W7vkKwhdDBm4/ILX1s5dJqH+KzysI4+4qBTEp44V3nDhAU4dQv47CJPmRnbWJrv3idwq6NT8snmn/UG4TDAwD7NyDpsy3G5p+jkIZynlRKx3qdWwuXgz1LVa+Jt9uhi8bd2CwRNGDHmYvLw6tna+jA0r+qbeiW655i62VFU2odOOLmddyToRlhDj4czt3cno05O393EdSbsiHNsmPSqnsRNxL35mfOPXGHVL50MzgtauUtTDeiiPEkcYbUP0Y0U1kXw3datCOUAAl4g0LTEH1JksoHk+2rMCg83PBRLicfZlf+IMAnXYmUm9Pe5gMlZvUPbUg2BxAx438K2Sb3iRrN4gJLE7pNvFQCBQq0iogGQFnlLGC6y2weSbKZHtjVWsN5NmZjWfQR2LaiovuMOA1+1eGcaMfiZ7Boa6ncu7Kj2WMFJ9gQt/CbJpAFQkVlj9ScNXwuBiBnQ9kJfg9EmE51Nk6N2gA2AwTkIvY5LSMjC9u2S5ikncf64/fMEdgb81aSC4EPoGuJoqyod8CNsihFEM92IT0aVTZBFeUsvZAQ1lBsYoQkHY61kecYSRpNsTFSPilucltI1HXYvWHnLQ2ddJb8v89WHhvYvUIlBAbcIC1uHgW2PaiYXZ4Te8D1yvQZIdR3PKsoVulqasfb5Z+gP10eJF3VDzdeMs76HJ2f9USDR+vo95V2oXV/VI2NVmTZpZM1UIgBJ23BhkJLHXp6RhIwGYEbRoFx0NkrJgCvem2kvPaaCV3ZlZKLTVSzJEOSqJfSn3Zxkl3Ad4VGXjP6EtAqLUD/CKOt+vK0UgRpI9MnWKITVn2mkDqTf7SKVncCng+5ueYQFPjF1UNf6fdlctl5d2545cBMBcvUE8SU+NVtQ0QMhJRzdgaEB5D8GAibh/byezgXUnTu5vjeUiLWJvbZqdkDXg/Xw+poJGDnZoR8xb6IfqiiRptc3mIXXjRZWIPri6qBoD+gH7FbVtNfQZooSfILcICr9p5gWA3LywkgU40M014uEh317NnYfa60R9X6nsM7eZcNvhiifcs/QCThgAVmBt8+33eUMyYLZRfPatqx9/Ayltu4SjZivo0F1awHNP3gs5zQbgQ6jbViL6cBkXlmivK9DdfaVjeMqyo9xQuUWq9CnGI/u11neeqQIGbvzJ2ZRXxxMwxmXl6pbIlGOKeOG8UoiaQvz0OEgG/yZ2aYkitshMSOHg6HvC2Si2oo13IAePk7+gpiCqN9hsXOo47elXDemyjGe/DsgTbqEYM4ic/k+LGVakCIqf0C2D3DC127OBff/G1qxBxRLqR7oSy9LeRiEiSuO3OwF69zR+DNyzH0H+VN4lVvAXucZuprjS97NkwScomFI4FDM+lG6KVVYAKs3J2rlpSdpJIpRnliINSs/Bvy+7n0grWFAcvqgBXdVt5E2aRbSyn/UlR7hYkkf9XOnlecf14Ilms4yixbkDsBHG5fFyn8VObmzqXa7Qt++awpsbbKy04jB/+GoKRyASA4VRe+qb2LeAgnWWhpS3lP/Er1GWnSZszDfC3+BvPqttX10LGq7Kh5kQP0Xisfaf5pMmhaAI44tU7D/tAgfIxh1MEzDJJe5dPXTHgVvZpHMUYHZ7Wstbz60qrGJYtSaCpJ7IbD9y0l8+pPFJ2/aEHrjjzkfIa95QgzswIcepPqNtFmrVLitBg15DvOzuRjbHn6UsSP5K/WIFeLYWNseVrGP04bja/zpy6rmUbmKR2CaMYY1Q5ZEzf2pS5azo28QtVeF/3kWcmjoBc+hgD\",\"page_age\":\"7 days ago\"},{\"type\":\"web_search_result\",\"title\":\"METR finds AI is likely doubling Anthropic's R&D pace\",\"url\":\"https://www.resultsense.com/news/2026-11-06-metr-anthropic-ai-rd-acceleration/\",\"encrypted_content\":\"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\",\"page_age\":\"7 days ago\"},{\"type\":\"web_search_result\",\"title\":\"METR measured Anthropic's AI speed-up, but most of the key evidence stayed private. What does that mean for UK oversight? - Resultsense\",\"url\":\"https://www.resultsense.com/insights/2026-11-09-metr-anthropic-redactions-evaluation-led-oversight/\",\"encrypted_content\":\"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\",\"page_age\":\"4 days ago\"},{\"type\":\"web_search_result\",\"title\":\"Anthropic's AI r&d pace doubles since late 2025, external evaluators 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days ago\"},{\"type\":\"web_search_result\",\"title\":\"Anthropic\",\"url\":\"https://en.wikipedia.org/wiki/Anthropic\",\"encrypted_content\":\"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\",\"page_age\":null},{\"type\":\"web_search_result\",\"title\":\"METR on Anthropic: ~2x Faster AI Progress, ~80% From 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days ago\"}],\"caller\":{\"type\":\"code_execution_20260120\",\"tool_id\":\"srvtoolu_01Q5Lb5izdHvr3V2RWoYoLFY\"}},{\"type\":\"server_tool_use\",\"id\":\"srvtoolu_01FatcoGS2TJUr2QhY7bUJHw\",\"name\":\"web_search\",\"input\":{\"query\":\"OpenAI automated AI researcher March 2028 goal on track Jakub Pachocki 2026\"},\"caller\":{\"type\":\"code_execution_20260120\",\"tool_id\":\"srvtoolu_01Q5Lb5izdHvr3V2RWoYoLFY\"}},{\"type\":\"web_search_tool_result\",\"tool_use_id\":\"srvtoolu_01FatcoGS2TJUr2QhY7bUJHw\",\"content\":[{\"type\":\"web_search_result\",\"title\":\"Reading Highlights -- \\\"An Alien Mind\\\" — Jakub Pachocki, OpenAI Chief Scientist (Sept 6, 2026)\",\"url\":\"https://agericomontecillodevilla.substack.com/p/reading-highlights-an-alien-mind\",\"encrypted_content\":\"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\",\"page_age\":\"66 days ago\"},{\"type\":\"web_search_result\",\"title\":\"[Roundup] OpenAI declares an automated research intern, its chief scientist calls for slowdowns, Anthropic’s compute bill hits $517B\",\"url\":\"https://nkrish101.substack.com/p/roundup-openai-declares-an-automated\",\"encrypted_content\":\"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\",\"page_age\":\"60 days ago\"},{\"type\":\"web_search_result\",\"title\":\"AGTP on X: \\\"OpenAI just announced its AI is now automating parts of its own research, today. Here's what you need to know. OpenAI has hit its goal of an automated AI research intern, a system that can carry out well-defined research tasks a skilled human researcher would take a few days to finish.… / X\",\"url\":\"https://x.com/AGTPinsights/status/2096637591625912409\",\"encrypted_content\":\"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\",\"page_age\":\"68 days ago\"},{\"type\":\"web_search_result\",\"title\":\"OpenAI's Publicly Released Timeline: Strategy Completely Changed from 2026 to 2028\",\"url\":\"https://eu.36kr.com/en/p/3529519807518854\",\"encrypted_content\":\"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\",\"page_age\":\"381 days ago\"},{\"type\":\"web_search_result\",\"title\":\"OpenAI targets full-scale autonomous AI researcher by early 2028\",\"url\":\"https://the-decoder.com/openai-targets-full-scale-autonomous-ai-researcher-by-early-2028/\",\"encrypted_content\":\"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\",\"page_age\":\"380 days ago\"},{\"type\":\"web_search_result\",\"title\":\"OpenAI reports AI \\\"research interns\\\" and warns about its own pace at the same time\",\"url\":\"https://the-decoder.com/openai-reports-ai-research-interns-and-warns-about-its-own-pace-at-the-same-time/\",\"encrypted_content\":\"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\",\"page_age\":\"67 days ago\"},{\"type\":\"web_search_result\",\"title\":\"OpenAI's chief scientist trusts AI with experiments but says it's not at the level to design complex 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RSI Joins the AI Roadmap to ‘Super Intelligence’. AI-RTZ #1219\",\"url\":\"https://michaelparekh.substack.com/p/ai-rsi-joins-the-ai-roadmap-to-super\",\"encrypted_content\":\"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\",\"page_age\":\"42 days ago\"},{\"type\":\"web_search_result\",\"title\":\"Frontis-MA1: Training an AI4AI Model towards Recursive Self-Improvement in Machine Learning Engineering\",\"url\":\"https://arxiv.org/pdf/2607.28568\",\"encrypted_content\":\"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\",\"page_age\":null},{\"type\":\"web_search_result\",\"title\":\"Generative AI in Cybersecurity\",\"url\":\"https://arxiv.org/pdf/2405.01674\",\"encrypted_content\":\"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\",\"page_age\":null},{\"type\":\"web_search_result\",\"title\":\"Google DeepMind says no evidence AI self-improvement is accelerating, diverging from industry warnings\",\"url\":\"https://www.digitaltoday.co.kr/en/view/115695/google-deepmind-says-no-evidence-ai-self-improvement-acceleration-gap-with-industry-warnings\",\"encrypted_content\":\"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\",\"page_age\":\"28 days ago\"},{\"type\":\"web_search_result\",\"title\":\"AI Rumor Says Google DeepMind Reached RSI. Did 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days ago\"},{\"type\":\"web_search_result\",\"title\":\"DeepMind's Demis Hassabis Issues Warning on Self-Improving 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days ago\"},{\"type\":\"web_search_result\",\"title\":\"AI Self-Improvement: AlphaEvolve Starts the Recursive Loop - 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days ago\"},{\"type\":\"web_search_result\",\"title\":\"Google DeepMind Eyes Self-Improving AI in 1 Year 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days ago\"},{\"type\":\"web_search_result\",\"title\":\"What Happens When AI Starts Building AI? 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days ago\"},{\"type\":\"web_search_result\",\"title\":\"From AGI to 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days ago\"},{\"type\":\"web_search_result\",\"title\":\"AI’s recursive self-improvement might not come so quickly after 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days ago\"},{\"type\":\"web_search_result\",\"title\":\"Recursive 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days ago\"},{\"type\":\"web_search_result\",\"title\":\"When AI Builds AI: 2026 Breakthroughs in Recursive Self-Improvement 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days ago\"},{\"type\":\"web_search_result\",\"title\":\"Zuckerberg distances Meta from calls for a coordinated approach on an AI slowdown - The Boston 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days ago\"},{\"type\":\"web_search_result\",\"title\":\"Frontis-MA1: Training an AI4AI Model towards Recursive Self-Improvement in Machine Learning 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Vocabulary for Multi-Agent Automated Research 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CEO Mark Zuckerberg Just Hinted at the Next Big Thing in AI -- and These 3 Stocks Will Likely Profit the 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days ago\"},{\"type\":\"web_search_result\",\"title\":\"Recursive 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days ago\"},{\"type\":\"web_search_result\",\"title\":\"Recursive self-improvement of AI research 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days ago\"},{\"type\":\"web_search_result\",\"title\":\"My AI Predictions for 2027 - LessWrong 2.0 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days ago\"},{\"type\":\"web_search_result\",\"title\":\"A Guide to AI 2027 — LessWrong\",\"url\":\"https://www.lesswrong.com/posts/5bZ8xFBBHhuFNXSNY/a-guide-to-ai-2027\",\"encrypted_content\":\"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\",\"page_age\":\"553 days ago\"},{\"type\":\"web_search_result\",\"title\":\"Q3.5 Timelines Update: Looks Like the Intelligence…\",\"url\":\"https://tldr.tech/story/dd3012d1-6442-49f9-9ed0-83c4aea317e5\",\"encrypted_content\":\"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\",\"page_age\":\"2 days ago\"},{\"type\":\"web_search_result\",\"title\":\"Daniel Kokotajlo 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days ago\"},{\"type\":\"web_search_result\",\"title\":\"AI Futures 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days ago\"},{\"type\":\"web_search_result\",\"title\":\"When Will We Make God? - by Tomas 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days ago\"},{\"type\":\"web_search_result\",\"title\":\"Anthropic tells IPO investors its AI-builds-AI threshold may be imminent - The 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days ago\"},{\"type\":\"web_search_result\",\"title\":\"Anthropic's IPO Filing Now Says It Met Its AI R&D Threshold - FourWeekMBA\",\"url\":\"https://fourweekmba.com/ai-anthropics-ipo-filing-now-says-it-met-its-ai-rd-threshold/\",\"encrypted_content\":\"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\",\"page_age\":\"3 days ago\"},{\"type\":\"web_search_result\",\"title\":\"Anthropic sets IPO range valuing it at up to $1.4 trillion amid AI stock sell-off\",\"url\":\"https://fortune.com/2026/11/10/anthropic-ipo-price-range-ai-stock-sell-off/\",\"encrypted_content\":\"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\",\"page_age\":\"3 days ago\"},{\"type\":\"web_search_result\",\"title\":\"Anthropic Nears Self-Improving AI Threshold: 2026 IPO News\",\"url\":\"https://almcorp.com/news/anthropic-says-it-may-soon-meet-its-own-threshold-for-self-improving-ai/\",\"encrypted_content\":\"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\",\"page_age\":\"1 days ago\"},{\"type\":\"web_search_result\",\"title\":\"What Anthropic told investors about the accelerating pace of AI research · Cautious Optimism\",\"url\":\"https://www.cautiousoptimism.news/tracking-anthropics-acceleration\",\"encrypted_content\":\"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\",\"page_age\":\"3 days ago\"},{\"type\":\"web_search_result\",\"title\":\"Anthropic Warns SEC: AI Self-Improvement Threshold May Be \\\"Imminent\\\" in Amended IPO Filing\",\"url\":\"https://techjacksolutions.com/ai-brief/anthropic-sec-filing-rsp-tripwire-recursive-self-improvement/\",\"encrypted_content\":\"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\",\"page_age\":\"10 days ago\"},{\"type\":\"web_search_result\",\"title\":\"Anthropic AI Acceleration Hits 1.9x on Benchmarks; METR Calls Anthropic Threshold Defense Overstated\",\"url\":\"https://www.techtimes.com/articles/330164/20261106/anthropic-ai-acceleration-hits-19x-benchmarks-metr-calls-anthropic-threshold-defense-overstated.htm\",\"encrypted_content\":\"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\",\"page_age\":\"7 days ago\"},{\"type\":\"web_search_result\",\"title\":\"Anthropic's IPO Filing Warns It May Be 'Imminently' Close to Recursive Self-Improvement — But Its Own Data Shows the Loop Isn't Closed — epyhia.com\",\"url\":\"https://epyhia.com/anthropic-s-ipo-filing-warns-it-may-be-imminently-close-to-recursive\",\"encrypted_content\":\"EucNCioIFRgCIiRhOGFlOWMyMy1iYWVmLTRiYzctOWJjYS04YTM3MTE5YWVhMGMSDG1ocrV96igBaAdh6BoMiaOXbAILxOlqP77NIjBK40FTa7p0MRf2zrmbNijP4Hl6HqrYmLw956LVyg6BWOu5bXbqYKossU9q3HlTQ6oq6gzAsYJqlVWHr2E8uqgH7HRLkH4cas2DQk7hcUuiPq4g5w8ZeIEFHTv6Rzp6t9WZvDpIsIEchtRDpH/jl2WiJaLwT86VpFxMtbixMJQgxbEyG9kG1nek9ZAzFlVZpgOCXhmE6rKXpup9r0klSTx/oUGK7wlcVVvjZkOCjrn4fMFKPb0HKaD3xFjUKVMtyACEzxt5d/3vJqnoMR6Wjy7pEXRerAlbQE/z2XSH+DrxyjfKA4jTMMgAdoE0e0ZqYXu0mQ7LmlolGoWDSg67rDWMTkFp20UNQAd4fpTubXXCFlf8serIPWGdhuKCR8xdb5txPP3oWadYVx0QnwfOafU6InTiJNTaWfSUJWZYnJZHw71m3bqIVwslaT84Ah9u9X5qMs/F4S5J5XC6DXpJGuFCiWrX7U4MXY4OA1G1IDyImNtP/9Q4r9h/3rXm6HWPBPlQV/z8zKy+XL83YnqbJT/92c0dUv+tWvUBGTC6MFG8UrMN0OKSRQI9hpIbWnG5AHWw45rRzmcN4t/k4DizFV/xK1xNQ/7eDtzllwxjRbqSeRVTwr+vqWmzKRVQD8T2aK6D+20HwjpscuBVFMXlsNjkFRmP5mmZ9qf5rvUi9W6VadWKCAwiDxV2vAS3Y6xQYPT1c0BPOTACh5lFCsqEaH/ppdOq6fZpxRXuSWz3YoIK2TelCR40OW5niacmQ9pQplUmiwK6ZpDpy+DEexN1IvFi5ak3UOTBtJ9S2WVMdqZFc5z1IU9dWq2y/BGLGALvvIszMgt/razQrN7LznX56bJwTi/6hsynYLEr4Wi3jIhHo5+Ml6pu59xP73rTuzQt/B22/CmEZDLwwq8n0ssQ1w+kSqGq6OXSPxIj/QO5uGrhhQ7YIPzrm5KXvA+buEX66VW7mD2hM2s6yAB7VEEX6CAFSMNhxCU46NR0FUQ+NE9jCb/nHfSUZrN1bIl2VMZB+6etynVF5DUHRSmbSPAJZ8d7OUzEMbSA65h2VsXElwyik+1y1Yo/m7H9oyhoNmWKFdlBammdXp7L7sjbMess3ASCI4sPpyqkNL74bjdJlEey852qEURIqddNnviX61zH0rdhDT6mfXFUqGTMy38GDW/49L/b2eBTZ+RiiAr0/N5eRxcQg/KuC0f74NyLY3sSgDUA7ixA3YbYPmqHN0A3JFcFO/n9jYORiNhTrk3wmMt5Dj7cidg+FYDr9mj5wC0VowcjTwx5MO0AHw2yP5/ekstSrKhJvn3LEEtfzmH92ltLx5josSBTWfGd/ExB1oOE6xGeWhW5azFS4EfNB5nhdAtQ1SePUTPOyXHtw/hvX05Hnra7ZKusKGyLOCZy8OY/xg3TXkXrXsJ+UQCdmEqcYlSSPhl5moAlOQOPqjcBQbfl6Gq5TkfIrtx7Xd9ghRdG5UfFD+xKG19sFBZsgjQzyYW4cDNhp6cQczt/P12BO5U/e60eIY8N2zx+I31Fhj5OuR9bHKKPfqt/RSrIGqOndqZe/ukFCon7/3jJWWnpN7XVPNGiUdIMC3VHD4tp0NmZwbWklu/zyUODW+4Rrjju9gGAeYcYlsWU8dH4zispj1E7/4wIPbwLYM5kSQTkmZ2Ei0kjOXr13Z6pNIXhHzkyRG/IWde0Yf+IrGKOe20jOl/ONOEaDmKBEA4vE5Kdq8coRb92mAC88XVgJmSRxIS46S+NcxflBmDlH8aC5hhWsgiqRxqYWufcz+NG/QvrofSKc8VW+i1d4wJkLksLWZDpz6mSU+WgK0pW8Hlz+ssc3XqvstvPjZ4a+VGSad5nkpIETgt7CuT40eoxSvXy0X3RW7Jn9Flck6iSBlwlSwCB6Sd7juA4DcvY3lEtxdlCgLbDv6Y4qHbJlrrOAaZz7R2xDz6IKLn0jOv8YpoorahqKg27TJLKR6Coa/1QDBRZtbG8CTBvjEzKVVX0SvVo99RIHhuX3tsAzuQcErzEnQ9E/POmVFlLH9KHe5u1rGDFgyiQxb4pN46FMOzTpHI5DwtG0NlwsM+Pj5ELKSlOsnVPe1lAdsqG4+503UaPBicoflOF+RkDRdwNpyMmaRw/JBGSyUas2vB3zvzQWOJ7Z+0Sbd0Kj65zZm+Mbcg42EoJcRXOYsBqcKS4LmMbfL0BPRehG5dKCwB127DGzWAn4zbUh1xktucf1nR4PQ5k4R4GvmSZQlgc1LxioGyzvZfQjwgpGAM=\",\"page_age\":null},{\"type\":\"web_search_result\",\"title\":\"Anthropic S-1/A: AI R&D Threshold “Imminent”? Verified\",\"url\":\"https://explainx.ai/blog/anthropic-s-1-amendment-dramatically-accelerated-progress-rsp-threshold-imminently-claimed-vs-verified-2026\",\"encrypted_content\":\"Et4NCioIFRgCIiRhOGFlOWMyMy1iYWVmLTRiYzctOWJjYS04YTM3MTE5YWVhMGMSDGZ9NBn0NgpHtHV/vxoM777vLslqBYx1qW2MIjDvVjsp7W6ao+kwVTCdfqXQy5mj77j3zbaOKEsyup0WhTtqcUcD4qqDcUubP5aXGR8q4QxhxR9zgmA5XJ6wklVgGDh7iE6KbLqwvi2+dlk3rza4B468EBwNlkNEJOQO1NtSq0FfBa5flBc26Ieljq06HA+jN0gLIaFtTuC1WLPw2Q9qVTt1L8lJLYDutJGD0HoLCspPVETE79OKZgLFtyUXRFgKuTzpt/qrpQs5YPJfYduiXShx8PyKG968gU57XM995NC6EaY+LkysgcGBC1J4+kvposj/Vwpf3CeME0cy1Hk4EyibVO8dwfcSV3DVxuYr5ghSwNZAdJ6DZpsI5psBtxZHbLmQl4gwU/9MqydaFmQYsQuz6dtmnxvW4Mj+7tR/lu2YbtAXwkxl8w59p7pkkgWyz1wXVb6PVc6QarIMsW2ImfbQShpOYzI4nxlHEFWBPykPiyJd3tHZvl9WsSbBwEpr4ABDKosuJz4rFf8pA3Yr/BEeYi5KGKvUtXCttDkdEBB93x",
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