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OwlSight: A Panoramic Monitor for Chain-of-Thought Reasoning

Chain-of-Thought (CoT) monitoring offers actionable evidence for oversight AI systems, with the potential to enable early detection and intervention. However, existing approaches are focused on specific tasks, whereas the regulation of AI, particularly reasoning models, requires monitoring a broader range of tasks. We introduce Factor for CoT monitoring, a strategy that supports customizing…

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

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Elorian’s first AI model wants to reason with images, not just about them

according to Elorian's evaluations, Glimpse outperforms even GPT-6 Astra on scientific chart reasoning and short-form video captioning, with competitive results on other visual reasoning tasks.

  • Elorian unveils AI model Glimpse to reason with images
  • Glimpse features continuous visual scratch space for dynamic adaptation
  • Model trained on small GPUs, priced between lightweight and mid-level models

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