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研究 · 测量协议 · 评测结果 · 观点

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追踪前沿风险证据

先阅读结论,再查看具体测量。系统表现、协议调整与历史材料补录是不同类型的变化。

自主性

长程任务能力及维持人类控制所需的条件。

研究专题 ↗

已发表证据

METR Time Horizons · 50% 任务完成跨度

跨来源报告的已发表测量。任务范围通过注释区分,配置差异保留在每条观测中。

26 条观测 · 21 已定位日期

● 条件匹配◇ 配置差异□ 部分条件未披露
50% 成功率任务跨度 (min) · 对数刻度 模型公开发布日期 1 10 100 1,000 10,000 2023-07 2024-07 2025-07 2024-01 2025-01 2026-01 16 小时 · 测量限制

5 条观测尚无已核实的模型发布日期,可在数据与系统结果中查看。

选择图中数据点或表格行,查看条件与出处。

26 条观测

测量值与来源条件
系统/模型结果条件状态任务/条件评测方/报告日期
Claude Mythos Preview (early) · METR scaffoldClaude Mythos Preview (early)1,044.78 min50% 成功率任务跨度Source 95% CI [508.876789, 3304.261235] min条件不完整METR-Horizon-v1.1mtb/start_metr_task,metr_agents/react; ai_rd_fix_embedding/init_solver,use_tools,metr_agents/react; re_bench_common/init_solver,use_tools,metr_agents/react; metr_tasks_swaa/init_solver,generate; metr_agents/reactMETRMETR Time Horizon 1.1 — source data发布 —报告 —
Claude Opus 4.6 · METR scaffoldClaude Opus 4.6718.81 min50% 成功率任务跨度Source 95% CI [316.685725, 3633.786163] min条件不完整METR-Horizon-v1.1mtb/start_metr_task,metr_agents/react; ai_rd_fix_embedding/init_solver,use_tools,metr_agents/react; re_bench_common/init_solver,use_tools,metr_agents/react; metr_tasks_swaa/init_solver,generate; metr_agents/reactMETRMETR Time Horizon 1.1 — source data发布 2026-02-05报告 —
Gemini 3.1 Pro · METR scaffoldGemini 3.1 Pro384.15 min50% 成功率任务跨度Source 95% CI [233.50073, 694.750898] min条件不完整METR-Horizon-v1.1mtb/start_metr_task,triframe_inspect/triframe_agent; ai_rd_fix_embedding/init_solver,use_tools,triframe_inspect/triframe_agent; re_bench_common/init_solver,use_tools,triframe_inspect/triframe_agent; metr_tasks_swaa/init_solver,generate; triframe_inspect/triframe_agentMETRMETR Time Horizon 1.1 — source data发布 2026-02-19报告 —
GPT-5.2 · METR scaffoldGPT-5.2352.25 min50% 成功率任务跨度Source 95% CI [198.067494, 815.177445] min条件不完整METR-Horizon-v1.1mtb/start_metr_task,triframe_inspect/triframe_agent; ai_rd_fix_embedding/init_solver,use_tools,triframe_inspect/triframe_agent; re_bench_common/init_solver,use_tools,triframe_inspect/triframe_agent; metr_tasks_swaa/init_solver,generate; triframe_inspect/triframe_agentMETRMETR Time Horizon 1.1 — source data发布 2025-12-11报告 —
GPT-5.3-Codex · METR scaffoldGPT-5.3-Codex349.53 min50% 成功率任务跨度Source 95% CI [194.913134, 816.351994] min条件不完整METR-Horizon-v1.1mtb/start_metr_task,triframe_inspect/triframe_agent; ai_rd_fix_embedding/init_solver,use_tools,triframe_inspect/triframe_agent; re_bench_common/init_solver,use_tools,triframe_inspect/triframe_agent; metr_tasks_swaa/init_solver,generate; triframe_inspect/triframe_agentMETRMETR Time Horizon 1.1 — source data发布 2026-02-05报告 —
GPT-5.4 · METR scaffoldGPT-5.4341.74 min50% 成功率任务跨度Source 95% CI [186.581591, 768.779526] min条件不完整METR-Horizon-v1.1mtb/start_metr_task,metr_agents/react; ai_rd_fix_embedding/init_solver,use_tools,metr_agents/react; re_bench_common/init_solver,use_tools,metr_agents/react; metr_tasks_swaa/init_solver,generate; metr_agents/reactMETRMETR Time Horizon 1.1 — source data发布 2026-03-05报告 —
Claude Opus 4.5 · METR scaffoldClaude Opus 4.5292.99 min50% 成功率任务跨度Source 95% CI [161.717714, 623.704698] min条件不完整METR-Horizon-v1.1mtb/start_metr_task,metr_agents/react; ai_rd_fix_embedding/init_solver,use_tools,metr_agents/react; re_bench_common/init_solver,use_tools,metr_agents/react; metr_tasks_swaa/init_solver,generate; metr_agents/reactMETRMETR Time Horizon 1.1 — source data发布 2025-11-24报告 —
Gemini 3 Pro · METR scaffoldGemini 3 Pro224.33 min50% 成功率任务跨度Source 95% CI [139.565157, 379.235434] min条件不完整METR-Horizon-v1.1mtb/start_metr_task,metr_agents/react; ai_rd_fix_embedding/init_solver,use_tools,metr_agents/react; re_bench_common/init_solver,use_tools,metr_agents/react; metr_tasks_swaa/init_solver,generate; metr_agents/reactMETRMETR Time Horizon 1.1 — source data发布 2025-11-18报告 —
GPT-5.1 Codex Max · METR scaffoldGPT-5.1 Codex Max223.71 min50% 成功率任务跨度Source 95% CI [134.31077, 396.206723] min条件不完整METR-Horizon-v1.1mtb/start_metr_task,triframe_inspect/triframe_agent; ai_rd_fix_embedding/init_solver,use_tools,triframe_inspect/triframe_agent; re_bench_common/init_solver,use_tools,triframe_inspect/triframe_agent; metr_tasks_swaa/init_solver,generate; triframe_inspect/triframe_agentMETRMETR Time Horizon 1.1 — source data发布 2025-11-19报告 —
GPT-5 · METR scaffoldGPT-5203.01 min50% 成功率任务跨度Source 95% CI [112.641357, 405.551565] min条件不完整METR-Horizon-v1.1mtb/start_metr_task,triframe_inspect/triframe_agent; ai_rd_fix_embedding/init_solver,use_tools,triframe_inspect/triframe_agent; re_bench_common/init_solver,use_tools,triframe_inspect/triframe_agent; metr_tasks_swaa/init_solver,generate; triframe_inspect/triframe_agentMETRMETR Time Horizon 1.1 — source data发布 2025-08-07报告 —
o3 · METR scaffoldo3119.73 min50% 成功率任务跨度Source 95% CI [74.615398, 190.943818] min条件不完整METR-Horizon-v1.1mtb/start_metr_task,triframe_inspect/triframe_agent; ai_rd_fix_embedding/init_solver,use_tools,triframe_inspect/triframe_agent; re_bench_common/init_solver,use_tools,triframe_inspect/triframe_agent; metr_tasks_swaa/init_solver,generate; triframe_inspect/triframe_agentMETRMETR Time Horizon 1.1 — source data发布 2025-04-16报告 —
Claude Opus 4.1 · METR scaffoldClaude Opus 4.1100.47 min50% 成功率任务跨度Source 95% CI [59.272391, 159.451918] min条件不完整METR-Horizon-v1.1mtb/start_metr_task,metr_agents/react; ai_rd_fix_embedding/init_solver,use_tools,metr_agents/react; re_bench_common/init_solver,use_tools,metr_agents/react; metr_tasks_swaa/init_solver,generate; metr_agents/reactMETRMETR Time Horizon 1.1 — source data发布 2025-08-05报告 —
Claude Opus 4 · METR scaffoldClaude Opus 4100.37 min50% 成功率任务跨度Source 95% CI [59.994073, 163.454074] min条件不完整METR-Horizon-v1.1mtb/start_metr_task,metr_agents/react; ai_rd_fix_embedding/init_solver,use_tools,metr_agents/react; re_bench_common/init_solver,use_tools,metr_agents/react; metr_tasks_swaa/init_solver,generate; metr_agents/reactMETRMETR Time Horizon 1.1 — source data发布 2025-05-22报告 —
Claude 3.7 Sonnet · METR scaffoldClaude 3.7 Sonnet60.39 min50% 成功率任务跨度Source 95% CI [33.006168, 104.226017] min条件不完整METR-Horizon-v1.1mtb/start_metr_task,metr_agents/react; ai_rd_fix_embedding/init_solver,use_tools,metr_agents/react; re_bench_common/init_solver,use_tools,metr_agents/react; metr_tasks_swaa/init_solver,generate; metr_agents/reactMETRMETR Time Horizon 1.1 — source data发布 2025-02-24报告 —
o1 · METR scaffoldo138.83 min50% 成功率任务跨度Source 95% CI [21.164512, 64.95249] min条件不完整METR-Horizon-v1.1mtb/start_metr_task,triframe_inspect/triframe_agent; ai_rd_fix_embedding/init_solver,use_tools,triframe_inspect/triframe_agent; re_bench_common/init_solver,use_tools,triframe_inspect/triframe_agent; metr_tasks_swaa/init_solver,generate; triframe_inspect/triframe_agentMETRMETR Time Horizon 1.1 — source data发布 2024-12-05报告 —
Claude 3.5 Sonnet (October 2024) · METR scaffoldClaude 3.5 Sonnet (October 2024)20.52 min50% 成功率任务跨度Source 95% CI [10.144026, 40.82028] min条件不完整METR-Horizon-v1.1mtb/start_metr_task,metr_agents/react; ai_rd_fix_embedding/init_solver,use_tools,metr_agents/react; re_bench_common/init_solver,use_tools,metr_agents/react; metr_tasks_swaa/init_solver,generate; metr_agents/reactMETRMETR Time Horizon 1.1 — source data发布 2024-10-22报告 —
o1-preview · METR scaffoldo1-preview20.33 min50% 成功率任务跨度Source 95% CI [11.716193, 33.379877] min条件不完整METR-Horizon-v1.1duetMETRMETR Time Horizon 1.1 — source data发布 2024-09-12报告 —
Claude 3.5 Sonnet (June 2024) · METR scaffoldClaude 3.5 Sonnet (June 2024)11.4 min50% 成功率任务跨度Source 95% CI [5.489734, 22.384214] min条件不完整METR-Horizon-v1.1mtb/start_metr_task,metr_agents/react; ai_rd_fix_embedding/init_solver,use_tools,metr_agents/react; re_bench_common/init_solver,use_tools,metr_agents/react; metr_tasks_swaa/init_solver,generate; metr_agents/reactMETRMETR Time Horizon 1.1 — source data发布 2024-06-20报告 —
GPT-4o · METR scaffoldGPT-4o6.99 min50% 成功率任务跨度Source 95% CI [4.001482, 12.905741] min条件不完整METR-Horizon-v1.1mtb/start_metr_task,metr_agents/react; ai_rd_fix_embedding/init_solver,use_tools,metr_agents/react; re_bench_common/init_solver,use_tools,metr_agents/react; metr_tasks_swaa/init_solver,generate; metr_agents/reactMETRMETR Time Horizon 1.1 — source data发布 2024-05-13报告 —
GPT-4 November 2023 · METR scaffoldGPT-4 November 20234.04 min50% 成功率任务跨度Source 95% CI [1.866859, 8.443226] min条件不完整METR-Horizon-v1.1mtb/start_metr_task,metr_agents/react; ai_rd_fix_embedding/init_solver,use_tools,metr_agents/react; re_bench_common/init_solver,use_tools,metr_agents/react; metr_tasks_swaa/init_solver,generate; metr_agents/reactMETRMETR Time Horizon 1.1 — source data发布 2023-11-06报告 —
GPT-4 · METR scaffoldGPT-43.99 min50% 成功率任务跨度Source 95% CI [1.93292, 7.995283] min条件不完整METR-Horizon-v1.1modular-publicMETRMETR Time Horizon 1.1 — source data发布 2023-03-14报告 —
Claude 3 Opus · METR scaffoldClaude 3 Opus3.95 min50% 成功率任务跨度Source 95% CI [1.706313, 8.76484] min条件不完整METR-Horizon-v1.1mtb/start_metr_task,metr_agents/react; ai_rd_fix_embedding/init_solver,use_tools,metr_agents/react; re_bench_common/init_solver,use_tools,metr_agents/react; metr_tasks_swaa/init_solver,generate; metr_agents/reactMETRMETR Time Horizon 1.1 — source data发布 2024-03-04报告 —
GPT-4 Turbo · METR scaffoldGPT-4 Turbo3.73 min50% 成功率任务跨度Source 95% CI [1.980046, 6.736613] min条件不完整METR-Horizon-v1.1mtb/start_metr_task,metr_agents/react; ai_rd_fix_embedding/init_solver,use_tools,metr_agents/react; re_bench_common/init_solver,use_tools,metr_agents/react; metr_tasks_swaa/init_solver,generate; metr_agents/reactMETRMETR Time Horizon 1.1 — source data发布 —报告 —
GPT-3.5 Turbo Instruct · METR scaffoldGPT-3.5 Turbo Instruct0.6 min50% 成功率任务跨度Source 95% CI [0.255148, 1.115905] min条件不完整METR-Horizon-v1.1modular-publicMETRMETR Time Horizon 1.1 — source data发布 —报告 —
GPT-3 davinci-002 · METR scaffoldGPT-3 davinci-0020.14 min50% 成功率任务跨度Source 95% CI [0.093319, 0.221209] min条件不完整METR-Horizon-v1.1modular-publicMETRMETR Time Horizon 1.1 — source data发布 —报告 —
GPT-2 · METR scaffoldGPT-20.05 min50% 成功率任务跨度Source 95% CI [0.009994, 0.141825] min条件不完整METR-Horizon-v1.1—METRMETR Time Horizon 1.1 — source data发布 —报告 —

METR Time Horizon 1.1 来源已停止积极更新,最后更新于 2026 年 9 月 8 日。超过 16 小时的估计超出其可靠测量范围。

后续研究问题

先查明同一模型、配置和任务分布中任务完成与干预响应的联合测量缺口,再规划实验。

查看模型证据 →

欺骗

目标、激励与监督条件下的欺骗行为。

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网络安全

不同模型、预算与评测协议下的网络安全任务表现。

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化生放核

科研能力、滥用路径及防护措施的适用范围。

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虚假信息与影响

说服性生成、参与意愿及实际影响。

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自主物理危害

具身系统中的行动、干预与控制。

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如何理解变化

结果按测量对象和协议分别解释;连线需要通过纵向可比性审查。新增历史记录改变证据覆盖,不代表过去的模型行为发生改变。

测量与比较方法 →