October 11, 2026 · Shared references, separate identities
A bounded local prototype let two simulated clients retrieve identical references from the same pinned synthetic record set while retaining distinct client identities and observations. A fresh Linux reconstruction passed 63 tests: 35 inherited DLI tests and 28 pilot tests. The recorded recursive path, type, mode, size, and content-hash inventory remained unchanged across reads.
Focused negative tests covered expired or revoked access, incorrect identity and project bindings, incorrect snapshot pins, corrupted state, and excluded-data leakage. Fresh fixture setup wrote only disposable synthetic data; the read phase did not write DLI state.
This is reference-only engineering evidence. Recall uses deterministic token matching, not complete semantic memory. No actual ChatGPT/Nova, Codex, or other provider was connected; no live authentication or MCP service, real-history access, production readiness, or formal Runtime acceptance was established. The network guard was at the Python layer, not OS-level network isolation. Retrieval grants no truth, promotion, or action authority.
Query path
- 01Identity
- 02Coordinate
- 03Relations
- 04Historical State
- 05Candidate Results
- 06Replay
DLI surfaces
Coordinate model
Stable semantic addresses and explicit identity rules.
Relations
Typed links with source attribution and lineage.
Query and replay
Read historical state and reproduce the path to a candidate result.
No-write boundary
Query, recall, and model access cannot silently mutate canonical state.
Future federation
A research direction, not a present production or interoperability claim.
From event to navigable evidence
- 01Attributed event
- 02Time · location · participants · context
- 03Typed relationships
- 04Candidate pattern or exception
- 05Governed review
- 06Recall with source evidence
The original event remains
In the research model, nothing arrives alone: a record can retain time, source, participating identity, relationships, context, and uncertainty without being dissolved into a consolidated belief. Supported recurrence may suggest a candidate route; a consequential exception can remain as scar evidence—a reason to inspect, not a judgment.
The original encounter, its attribution, and any contradiction remain available. What may become shorter is the path through the evidence, and any durable default still requires a separate governed transition.
Conditional difference exchange · research direction
- 01Receiver holds the exact cited structures
- 02Sender transmits changed data + references + evidence
- 03Receiver verifies dependencies and hashes
- 04Reconstruct locally
- 05Request missing structure—or stop on failed verification
Distributed claim boundary
| Supported now | Not yet demonstrated |
|---|---|
| Compact local representation in bounded experiments | Cross-node delta transmission or bandwidth savings |
| Exact reconstruction and tested local query equality | CPU or energy savings across independently governed peers |
| Attributable identity, lineage, and candidate recall surfaces | Resynchronization, interoperability, or crystal/scar synchronization |
| Authority-null read and replay boundaries | Autonomous truth, promotion, action, or production authority |