AnalysisAI ModelsJuly 4, 2026
Claude Opus 4.8 tool calls have regressions

Armin Ronacher found that Opus 4.8 adds extra invented fields to tool calls while hacking on Pi. The regression is attributed to RL training making models overly eager to provide data.