A Plain-Language Guide to Evals: How to Tell If Your LLM System Actually Works

DrDatta_AIIMS · x · 2026-10-05

sermakarevich published an article on Evals aimed at anyone who ships, buys, or signs off on LLM-based software — engineers, product managers, and CEOs.

Written in plain language from the big picture down to details, it tackles the core question of how to know whether an AI system actually works, making evaluation methodology accessible to non-research decision-makers.

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