Save
Admit memory through one path.
Authority, origin, validation, retention, provenance, lineage, and terminal evidence participate in the same durable operation.
Remembering is a governed act.
AIMOS does more than place text in a store. It binds who acted, where the input came from, what policy allowed it, and what durable outcome followed.
Recall
Retrieve through one policy boundary.
Multiple retrieval signals cooperate, while identity, provenance, epistemic state, and disclosure rules keep final authority.
Continue
Return with context and evidence.
The agent receives bounded memory and a signed receipt describing what was used—not an unexplained pile of chunks.
Recall as a gearbox
Many signals.
One final authority.
Dense, sparse, temporal, entity, concept, and bounded graph evidence contribute to recall. No single retriever bypasses the canonical decision.
Understand
Interpret the query and select an eligible path.
Open candidates
Gather semantic, lexical, temporal, entity, and structural evidence.
Fuse
Combine admitted channels without allowing one family to multiply its influence.
Verify
Apply identity, provenance, origin, and epistemic boundaries.
Calibrate
Prepare a bounded answer before disclosure.
Receipt
Return evidence and a signed record of recall.
Learning without rewriting
Use can change.
Content does not.
AIMOS keeps canonical memory immutable while allowing retrieval weight to move within a bounded range as signed evidence changes. Lower weight means lower retrieval frequency—not deletion.
- 01Outcome evidence can strengthen or attenuate retrieval weight.
- 02Every changed target receives a signed transition.
- 03Independent verifiers replay continuity and detect forks.
Canonical contentRetained exactly
Retrieval weightBounded, signed, reversible
Change is evidence—not erasureThe end of a project
No selective forgetting
disguised as maintenance.
The sole erasure path is an explicit, offline, all-or-nothing whole-brain purge that emits a signed terminal receipt.
Contradictions remain.
Corrections and supersession preserve the record that came before.
Suspicion is reversible.
Poison suspicion changes handling without rewriting the underlying observation.
Deletion is unmistakable.
Erasure is whole-brain, offline, master-authorized, and receipted.
Inspect the implementation