AI Agents4 min read
LLM Agents
The regression tax: why loading LLM agents with skills can backfire
A new study shows that adding procedural skills to LLM agents does not always help, it can introduce regressions, where tasks previously solved without skills are failed after skills are added. The research identifies three causes and argues that reliability depends more on grounding and verification than on the skill itself.
2026-08-03