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GBrain can supply durable ambient context, but memory evidence must not silently become z0int execution authority or mutate the stable AODL intent contract.
correlate candidates with normal z0int decision/outcome receipts
no action, interruption, write-back, or private-memory widening
Acceptance
memory evidence grants no action/interruption authority
trusted-local recall is excluded until a scoped/remote transport prevents unredacted private reads
AODL intent source hash is stable across GBrain implementation-binding changes
deterministic candidate IDs can be joined to existing receipts without changing receipt outcome fields
focused tests + full offline CI pass
Follow-up
Use joined receipts to evaluate an attention policy; only then consider SURFACE/Ripple and verified durable write-back.
Credit / provenance
The MEMORY_VERBS v1 / ambient recall contract is from Garry Tan / garrytan/gbrain. AODL memory/intent/plan/observed semantics are existing work in kvnloo/aodl. This issue is an integration/measurement slice, not a redefinition of either contract.
Memory/context consolidation lives in #22. This remains the bounded GBrain shadow context/attention bridge, not a second canonical memory store or mandatory runtime dependency. Keep the existing no-writeback/no-authority/private-scope boundaries. A future context_pack/delta consumer should use the shared source/scope/snapshot contract and qualify model-visible use separately; it does not establish universal capture or continuity by itself.
Activity
kvnloo commentedon Oct 5, 2026
Memory/context consolidation lives in #22. This remains the bounded GBrain shadow context/attention bridge, not a second canonical memory store or mandatory runtime dependency. Keep the existing no-writeback/no-authority/private-scope boundaries. A future
context_pack/delta consumer should use the shared source/scope/snapshot contract and qualify model-visible use separately; it does not establish universal capture or continuity by itself.