kapynResearch

The Download: a biological de-aging contest and why LLMs don’t reason

A new study reveals LLMs struggle with logical reasoning tasks, exposing gaps in their ability to handle complex, step-by-step inference. Researchers found models often fail to chain deductions or correct errors, even when given explicit instructions. This challenges assumptions about LLM capabilities and highlights the need for better evaluation frameworks.

MIT Tech Review·Oct 2, 2026

Opening Kapyn…