Monday, October 26, 2026i10X News · Section desk60 stories
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Studies
AI and LLM research papers, explained: what each study shows, how solid the evidence is and what it means in practice.
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Safety Probes Follow Scaling Laws: Monitor Quality Can Be Predicted in Advance
Across 20 open base models and six safety tasks, probe error follows two simple laws. Fitted on small models, they predict larger ones and pick the cheaper route in 73% of cases.
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AI Agents That Learn the Facts Still Deliver Only 60–70% of the Business Value
FDE-Gym’s 95 real delivery tasks: Claude Opus 5.5 leads at 0.56, but even models that gather 72–85% of…
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