Spaces:
Runtime error
A newer version of the Gradio SDK is available: 6.14.0
Deterministic Memory Stack v0
Clean product one-liner: the repo now has a typed memory runtime over its fast exact lookup and structural discovery floors, but it still needs front-door routing and dedicated benchmarks to make that memory layer a fully governed product surface.
Current Read
| Layer | Current state | Why |
|---|---|---|
| exact lookup | present | the hot graph already supports very fast exact lookup |
| structural discovery | present | hologram retrieval works as the fallback structure search layer |
| auditability | present | receipts and deterministic kernel reads already exist |
| typed ledger | present | law, schema, and compiled runtime now exist |
| unified memory product | partial | recall is unified in the shell, but not yet routed through the conversational front door |
Design Rule
Use this order:
exact lookup -> temporal lookup -> relational expand -> structural discovery
Not:
semantic retrieval first
Why in Plain English
If the system already knows the exact thing, it should fetch that exact thing.
If the question is about the past, it should retrieve the right version from the right time.
If the answer depends on rationale or provenance, it should follow the recorded relations.
Only when those fail should it widen into probabilistic discovery.
Shipped Surfaces
- policy/typed_memory_ledger_v0.json
- schemas/typed_memory_unit_v0.json
- benchmarks/memory_architecture_scorecard_v0.json
- build/system/typed_memory_runtime.json
- build/system/memory_readiness.json
Bottom Line
You already have the fast lookup floor and now a real typed runtime over it.
The next product move is to route exact and temporal memory questions through that runtime by default and put it on its own benchmark gate.