Hippocampus's Garden

2025年に注目を集めた5本の研究を取り上げ、推論を引き出す強化学習、エージェント評価、長期タスク指標、幻覚の統計的説明などの要点と限界を整理します。

This article picks five notable AI papers from 2025 and summarizes their key ideas and limitations, including reinforcement learning for reasoning, agent benchmarks, long‑task metrics, and a statistical explanation of hallucinations.