Rethinking AI Agent Evals: Business Decisions Matter More Than Text

Industry experts are highlighting the fundamental flaws in current AI Agent evaluations, arguing that teams often focus on text outputs rather than actual business decision quality. Effective evaluation should shift towards tracking real-world state changes and business outcomes instead of just natural language replies.

2026-07-31 ~ 2026-08-02 · 4 related posts

• Evaluating Agents: Real Output is State Change, Not Natural Language — Harshit-24 · 2026-07-31
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• Evals Must Test Decisions and Outcomes, Not Just Polished Answers — hamostaf04 · 2026-08-02
• Most AI Evals Are Bullshit: A Practical Guide to Agent Evaluation — hamostaf04 · 2026-08-02