The first ‘AI societies’ are taking shape: how human-like are they?

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现实中的安全灾难已经接连发生。一个专门针对此漏洞的扫描器,在短时间内就发现了超过 4.2 万个暴露在公网的 OpenClaw 实例,其中九成以上可以被攻击者直接绕过身份验证,窃取 API 密钥和私人通讯记录。

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Throughout this series, “we” refers to maderix (human) and Claude Opus 4.6 (by Anthropic) working as a pair. The reverse engineering, benchmarking, and training code were developed collaboratively — human intuition driving the exploration, AI reasoning through the data and writing the analysis. We think this kind of human–AI collaboration is a new and natural way to do systems research: one partner as the architect with intuition, the other as the engineer writing the code and crafting experiments .

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In Europe, several very large-scale projects are advancing in the North Sea region, particularly in Norway, the Netherlands, Denmark and UK.

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