How to Evaluate AI Tools Without Getting Burned

Use this framework: benchmark your own tasks, measure hallucination impact, monitor latency, and test failure behavior before full rollout.

Remember: a cheaper model that fails gracefully can beat a stronger model that fails opaquely.

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