Universal Memory & Cognition Runtime
Phase X · V7 — the permanent bridge between observation and intelligence. Given immutable ObservationRecords (V6), it persists them as structured deterministic intelligence: 5 memory tiers, a knowledge graph, and a prepared cognitive context for the future Cognitive + Planner runtimes. Confidence is explicit; every entry is provenance-tracked; incomplete observations never produce inferred memory. Reasons nothing, plans nothing, executes nothing, mutates nothing. Read-only.
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Knowledge nodes / edges
Fail-closed, no hallucinated knowledge. Incomplete or unresolvable observations are skipped — they never produce inferred memory. Every memory entry, knowledge node, and edge carries provenance (the observation records it derives from) and an explicit confidence (unknown when indeterminate). Extraction is deterministic aggregation, not reasoning — V7 prepares a cognitive context for the future Cognitive runtime but draws no conclusions.
working memory6
execution_episodemedium
execution "exec:exec-provider-call" → executed via anthropic-claude
execution_episodemedium
execution "exec:exec-vision-credential" → executed via anthropic-claude
execution_episodemedium
execution "exec:exec-cred-unauthorized" → denied via deepseek
execution_episodemedium
execution "exec:exec-reused-grant" → denied via anthropic-claude
execution_episodemedium
execution "exec:exec-grant-expired" → denied via google-gemini
execution_episodemedium
execution "exec:exec-plan-unroutable" → denied via no provider
episode memory6
execution_episodemedium
execution "exec:exec-provider-call" → executed via anthropic-claude
execution_episodemedium
execution "exec:exec-vision-credential" → executed via anthropic-claude
execution_episodemedium
execution "exec:exec-cred-unauthorized" → denied via deepseek
execution_episodemedium
execution "exec:exec-reused-grant" → denied via anthropic-claude
execution_episodemedium
execution "exec:exec-grant-expired" → denied via google-gemini
execution_episodemedium
execution "exec:exec-plan-unroutable" → denied via no provider
semantic memory9
provider_facthigh
provider "anthropic-claude" observed in 3 episode(s): 2 executed / 1 denied
provider_factmedium
provider "deepseek" observed in 1 episode(s): 0 executed / 1 denied
provider_factmedium
provider "google-gemini" observed in 1 episode(s): 0 executed / 1 denied
outcome_facthigh
outcome "denied" observed 4 time(s)
outcome_facthigh
outcome "executed" observed 2 time(s)
reason_factmedium
reason "credential_unauthorized" observed in 1 denial(s)
procedural memory5
patternhigh
pattern: an authorized plan with resolved credentials → executed (2 time(s))
patternmedium
pattern: "credential_unauthorized" → denied (1 time(s))
patternmedium
pattern: "grant_already_consumed" → denied (1 time(s))
patternmedium
pattern: "grant_expired" → denied (1 time(s))
patternmedium
pattern: "plan_not_selected" → denied (1 time(s))
strategic memory2
insighthigh
observed executed rate: 2/6 episode(s)
lessonmedium
most frequent denial reason observed: "credential_unauthorized" (1 time(s))
The Universal Memory & Cognition Runtime is the permanent bridge between observation and intelligence: every future reasoning engine, planner, simulator, graph runtime, and agent inherits this memory layer instead of implementing its own persistence. It consumes immutable ObservationRecords (V6), re-validates each, and — for observed (complete) records only — persists an episode entry and knowledge nodes/edges, then aggregates deterministic semantic facts, procedural patterns, and strategic insights across episodes. Every memory entry, node, and edge carries explicit confidence (derived from observed counts; unknown when indeterminate) and provenance (the observation records it derives from), so nothing is hallucinated. Incomplete, unresolvable, or inconsistent observations are skipped and never produce inferred memory. It builds an append-only memory ledger, a memory index, and a CognitiveContext prepared for the future Cognitive + Planner runtimes. It never mutates execution or observation state, never performs reasoning, never plans, and never executes, and it inherits the A0 Intelligence Kernel lifecycle.