This article explains the key points of Reinforcement Learning with Metacognitive Feedback Elicits Faithful Uncertainty Expression in LLMs. 2026-06-30 (arXiv), Preprint Liu, Gabrielle Kaili-May, Caciularu, Avi, Yona, Gal, Szpektor, Idan, Cohan, Arman. Yale University, Google Research Paper Github Read this article in Korean Summary The paper studies faithful calibration (FC):...

이번 글에서는 Reinforcement Learning with Metacognitive Feedback Elicits Faithful Uncertainty Expression in LLMs 논문의 핵심 포인트만 간단히 정리한다. 2026년 6월 30일(Arxiv), Preprint Liu, Gabrielle Kaili-May, Caciularu, Avi, Yona, Gal, Szpektor, Idan, Cohan, Arman. Yale University, Google Research 논문 링크 Github 영문판 보기 요약 이 논문은 LLM이 표현한 불확실성과 샘플링한 응답의...

This article explains the key points of Autodata: An agentic data scientist to create high quality synthetic data. 2026-06-24 (arXiv) Kulikov, Ilia, Whitehouse, Chenxi, Wu, Tianhao, Nie, Yixin, Saha, Swarnadeep, Helenowski, Eryk, Yuan, Weizhe, Golovneva, Olga, Lanchantin, Jack, Bachrach, Yoram, et al. FAIR at Meta Paper Read this article in...

이번 글에서는 Autodata: An agentic data scientist to create high quality synthetic data 논문의 핵심 포인트만 간단히 정리한다. 2026년 6월 24일(Arxiv) Kulikov, Ilia, Whitehouse, Chenxi, Wu, Tianhao, Nie, Yixin, Saha, Swarnadeep, Helenowski, Eryk, Yuan, Weizhe, Golovneva, Olga, Lanchantin, Jack, Bachrach, Yoram, et al. FAIR at Meta 논문 링크 영문판 보기...

This article explains the key points of Are We Ready For An Agent-Native Memory System?. 2026-06-23 (arXiv) Zhou, Wei, Zhou, Xuanhe, Han, Shaokun, Xu, Hongming, Li, Guoliang, Li, Zhiyu, Xiong, Feiyu, Wu, Fan. Shanghai Jiao Tong University, Tsinghua University, MemTensor (Shanghai) Technology Co., Ltd Paper Github Project Page Read this...