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Capable yet Parsimonious: Extracting and Characterizing Hidden Chain-of-Thought in Frontier Models

The rapid capability gains of frontier language models are widely attributed to improved reasoning abilities, yet this cannot be verified as raw CoT traces in closed-source systems are hidden. By registering a simple custom tool through a standard API feature, we induce frontier models to externalize intermediate reasoning. Because these traces may reflect post-hoc rationalization rather than…

We haven't written up this one. arXiv cs.AI has the full story — the link below goes straight to it.

Read the original at arxiv.org →

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AI: MEPs want to hold companies accountable if their models cause harm

Some MEPs are calling for the European Commission to propose new legislation to close the gaps in the artificial intelligence regulation.

  • European lawmakers propose EU AI regulation expansion for U.S. tech accountability.
  • New rules aim to hold OpenAI, Anthropic responsible for AI-induced damages.
  • Proposal seeks to fill legislative gaps and provide recourse for European citizens.

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