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Co-authored research examining reasoning LLMs-as-Judges in non-verifiable LLM post-training.
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Oct 2025 — Jul 2026
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Positive
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- research1
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- technical1
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- breakthrough1
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Positive 67%Mixed 33%
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Bo Liu as author
Meta's Agent Learning
arXivresearchpositiveOct 13, 2025
Meta proposes 'early experience' learning paradigm combining implicit world modeling and self-reflection to enable language agents to improve from their own interaction data without requiring reward signals or expert demonstrations.
“Author of "Meta's Agent Learning" on arXiv”
AI AgentsReinforcement LearningFoundation ModelsNLP
Also Mentioned In
Referenced in coverage
NVIDIA Nemotron 3 Embed
Hugging FacepositiveJul 17, 2026
“Co-authored NVIDIA Nemotron 3 Embed embedding models research and release announcement.”
Examining Reasoning LLMs-as-Judges in Non-Verifiable LLM Post-Training
arXivcautiousMar 15, 2026
“Co-authored research examining reasoning LLMs-as-Judges in non-verifiable LLM post-training.”