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Eval & inspect

No preset zoo. You put probes in evals/. aq eval is the human gate. Interpretability is a capability after fit: artifacts/inspect.md when the method supports it, not a separate product.

PrerequisiteTrained checkpoint under artifacts/checkpoints/ · probes in evals/

aq eval

Score every probe in evals/ (or one named file). Writes artifacts/eval.json. Pass/fail only when recipe.eval.min_score is set.

FlagDescription
[name]Probe basename.
--ckpt <name>Named checkpoint.
example
$aq eval
example
cat artifacts/eval.json

artifacts/inspect.md

Optional human-readable dump after fit (coefficients, trees, tokenizer notes). Part of how you check a fit, not SAE / activation tracing.

example
cat artifacts/inspect.md

aq diff

Compare run records after forking a variant or retraining.

example
$aq diff <run-a> <run-b>