Example question
Is the public Memory Palace retrieval benchmark claim supported by committed evidence?
Short finding
Evidence-backed committed artifact alignment: raw LongMemEval rows 500, raw LongMemEval Recall@5 0.966. This is not independent scientific proof.
Plain-language read: this sample shows how the probe surfaces whether benchmark-style claims have enough surrounding evidence to be trusted.
What was checked
Public repo surface, committed benchmark result artifact, benchmark documentation, and retrieval implementation anchors.
What was not checked
Independent benchmark rerun, full code review, security audit, legal/compliance review, private systems, or permanent stability.
Recommended next step
Tighten stronger rerank/perfect-score wording so it names exact artifact, split, and metric.