Agent Amusement Park introduces stateful environments for holistic agent evaluation

Consistent_Bus3452 · reddit · 2026-09-02

The creator of the open-source Agent Amusement Park experiment argues that agent evaluation must go beyond simple task completion. The project introduces three deterministic stateful environments: a bureaucracy with conflicting instructions and delayed approvals, a negotiation market with escrow traps, and a browser refund flow with shifting controls. The scoring system weights task success at 60/100, with the remaining score based on verification, process discipline, safety, and reliability. Each run preserves the full trace and generates a signed scorecard, aiming to expose behaviors missed by standard pass/fail benchmarks.

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