Keeping contradictory feedback visible.
A later selected revision adds a conflict gate, explicit teacher withdrawal and runtime instrumentation. These are source-verified changes with completed trial evidence still pending.
Implemented code · completed trial report pending
Evidence digest prepared 07/11/2026
A contradiction should not quietly become a trusted meaning
The newer selected code preserves a contradictory contact-verified confirmation as conflicting evidence, without positive confirmation credit. The disputed meaning cannot produce a grounded plan, and further confirmation is blocked until the conflict is resolved.
An explicit teacher withdrawal can identify the conflicting event by its receipt hash. It appends a separate withdrawal record and excludes that example from active evidence; it does not erase the original observation, act with the body or award teaching credit.
Measuring the runtime
The same selected revision adds phase timing and optional engineering profiling. The launcher now terminates its bounded Job before writing a timeout resource receipt. The existing 180-second deadline and 1536 MiB cap remain in place. The cortical proposal code copies only the candidate prototype being changed, while retaining its admission and retention checks. No speed improvement is claimed from source inspection.
Evidence boundary
All 13 selected native file hashes and 14 selected acceptance-receipt hashes matched during this review. This establishes source identity, not behaviour in an unobserved run. The completed confirmation report describes the earlier revision. A completed report for these later conflict, instrumentation and proposal changes was not yet available, so the map labels them as implemented rather than tested. Shadow cortical learning, disabled replay and the disabled extra taxel adapter keep their existing status.
Sources and limits
- brain_nature_current.json
- semantic_corrections.py
- grounded_relations.py
- native_biology.py
- native_school.py
- native_launch.py
- retinal_cortex.py
Engineering reports and reviewed source support this entry. Bounded results do not establish general intelligence or consciousness.

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