Capo
PulseAugur coverage of Capo — every cluster mentioning Capo across labs, papers, and developer communities, ranked by signal.
2 day(s) with sentiment data
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New SOPO framework improves LLM hallucination detection, beats GPT-5
Researchers have developed a new framework called Socratic Guided Policy Optimization (SOPO) to improve the detection of hallucinations in large language models. SOPO utilizes a Socratic feedback mechanism where a teach…
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New research probes how Large Reasoning Models go astray
Two new research papers delve into the reasoning capabilities of Large Reasoning Models (LRMs), exploring how their thought processes can go awry. The first paper introduces RADAR (Reasoning-state Analysis via Dynamic A…
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New Harness-RL framework enhances LLM agent training
Researchers have developed Harness-RL, a new reinforcement learning framework designed to improve the training of large language model agents that operate within multi-agent harnesses. This framework addresses challenge…