Evaluations are a systems problem

skairam · x · 2026-07-20

Simile frames evaluations as a systems problem: when models predict human behavior, the ground truth is noisy and heterogeneous too.

That means versioning, provenance, data quality, and reproducible execution are not just infrastructure—they are part of the evaluation methodology. The post also links to a hiring call for an Evaluations Engineer.

Related event: SimileAI Treats Model Evaluation as a Systemic Challenge(4 posts)→

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