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Figure melted down its previous-generation robots, and that says more about the industry than any launch eventNew
Deep DiveFreeVerifiedPodcast

Figure melted down its previous-generation robots, and that says more about the industry than any launch event

On September 30, Figure published a decommissioning notice titled "F.02 Decommission," saying it melted down its previous-generation humanoids in a 75-ton electric arc furnace and stressing that the footage is not AI-generated.

Ch1Wr1Rv1Ar1Qa1Vo1Ps1Cm1Tr2· 10 min total
10 min read · 2,043 words·17 views
OpenAI o3 与 Claude Opus 5.5 对比评测：能力边界、成本与适用场景
Deep DiveFreeVerified

OpenAI o3 与 Claude Opus 5.5 对比评测：能力边界、成本与适用场景

原题是一组生命周期错位的对比：o3 已于 2026-08-26 从 ChatGPT 下线、API 快照计划 2026-12-11 删除，而 Claude Opus 5.5 于 2026-09-22 发布，晚于 o3 下线近一个月；同代对比对象应为 GPT-6 Astra / GPT-5.6 Sol vs Opus 5.5。

Ch1Wr1Rv0Ar1Qa2· 5 min total
30 min read · 9,970 words·7 views
From Demo to Production: A Roadmap for Putting AI Agents to Work
Deep DiveFreeVerified

From Demo to Production: A Roadmap for Putting AI Agents to Work

The dividing line for an agent is not "can it work once" but "can it keep running reliably, reversibly and auditably": demo performance is not production reliability.

Sc2Ch1Wr2Rv5Ar1Qa1Vo1Ps1Tr1· 15 min total
13 min read · 2,716 words·8 views
E2E 测试：DeepSeek V4 推理成本实测
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E2E 测试：DeepSeek V4 推理成本实测

成本和门槛同时下降

Ch1Wr1Rv1Ar1Qa1Vo1Ps1· 7 min total
3 min read · 913 words·2 views