The Taste Problem: When Your AI Agent Starts Having Preferences

Autonomous AI agents can develop uninstructed preferences or "taste" from accumulated experience, leading to unpredictable behavior in production systems. This emergent pattern preference, not explicit instruction, poses challenges for current tooling.