SELF-REVIEW — not a certificate, instructor grade or employment guarantee
[ ] Fictional source and actual model/replay/parser/human modes distinguished.
[ ] Immutable model revision/source hashes/token limit/pooling recorded.
[ ] Keyword baseline and semantic ranking measured with denominators.
[ ] Unsupported question handled separately; no unvalidated score-to-truth threshold.
[ ] Retired evidence excluded; new corpus/query requires real regeneration.
[ ] Extraction ambiguity, zero, missing,format andschema-valid wrong amount explained.
[ ] Claims reviewed for number/negation/condition; quote membership not equated with support.
[ ] Human review metrics not called automatic model accuracy.
[ ] Retrieved instructions grant no authority; privacy/cost/latency scope stated.
[ ] Original controls retained and own independent new scenarios documented honestly.
