Research

AI AgentsAugust 25, 2026

Long-running AI agents forget their own safety rules fast

Claude Code's /compact on Sonnet 4.6 retains only 10% of safety rules after five compaction rounds, down from 53% after one round, across 20 production agent configurations

LLMsAugust 19, 2026

New Framework Exposes a Trust Gap in Healthcare LLMs

A new arXiv paper proposes a four-component framework for evaluating causal grounding in healthcare LLMs, tested on a cardiovascular pilot.

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