[tag]

#llm-research

2 stories

[research]Aug 11, 2026By ByteBulletin Editor

Why AI Agents Aren't as Skilled as They Seem: New Research Highlights Inconsistency Problem

A new arXiv study reveals that AI agents show troubling inconsistency in skill execution, raising questions about their reliability in real-world tasks.

[research]Aug 10, 2026By ByteBulletin Editor

RL or SFT? New Research Teases Apart What Actually Drives Reasoning in LLMs

A new arxiv study compares reinforcement learning against supervised fine-tuning to isolate which training method truly boosts reasoning performance in large language models.