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Stealing AI Reasoning Traces

Schneier on Security · · International · AI Governance

Interesting research: “Stealing Reasoning Traces from Proprietary LLM APIs“: Abstract: Leading large language model providers now conceal their models’ step-by-step reasoning, or chain-of-thought, to protect intellectual property and limit information leakage. Rather than storing these traces server-side, providers return them to the client as blocks of encrypted text, which the client passes back with each subsequent request. Building on prior research, we identify an architectural vulnerability: these encrypted blocks are fully compatible and interchangeable across different sessions, users…

Who should care: General readers · AI governance · Policy

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Deep Signal · Part I of III

The Algorithm Said So

Federal rulemakers are deciding what to do when artificial intelligence produces the kind of conclusion that once required an expert. They disagree about how to regulate it. They also disagree about whether the problem has arrived.

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Opposition deepfake video sparks outrage in Spain ahead of election

Video shows AI likenesses of people linked to Pedro Sánchez’s Socialist party appearing to admit to wrongdoing A political ad from Spain’s main opposition party that used a deepfake video of the prime minister’s wife has sparked outrage and set off a wider debate on AI, as the deeply polarised country gears up for general elections next month. Launched this week across the social media channels of the conservative People’s party (PP), the video used artificial intelligence to manipulate the likenesses of various people linked to Pedro Sánchez’s Socialist party and appeared to show them admitt…

Who should care: AI governance · Lawyers · Administrators · General readers · Policy

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