MEMORY · CAUSAL CHANGE · BEHAVIORAL CONTINUITY
MEMORY:SHIFT
Can an AI's memory become more than something it retrieves?
Observe whether past experience can causally change a future decision.
Deriving current state from CockroachDB…
A · CURRENT STATE
Experimental state
creative_advice.modeloading
Offer multiple possibilities for comparison.
Source: default stateC · FUTURE DECISION DEMO
Same action, state-aware result
Run the same action before and after an admitted state transition.
B · EXPERIENCE → STATE-CHANGE PROPOSAL
Analyze an experience
Amazon Bedrock analyzes the experience and may propose a persistent state transition. Apply marks the experimental intervention point. Reject leaves persistent state unchanged.
0 proposals0 events in ledger
SEMANTIC MEMORY SEARCH · RETRIEVAL ONLY
Search the past by meaning
Retrieved memories are inference context, not causal lineage. This search does not change the experimental state.
D + E · CAUSAL TRACE + EXPERIMENTAL ROLLBACK
Why did this change?
EXTERNAL MEMORY AUDITOR · MANAGED MCP
Independent database witness
Independent read path to the same live memory database.
“What experiences and state changes led to the agent’s current behavioral state?”
The auditor is an independent read-only witness; it cannot admit state transitions or run rollback.