ResBased research · Anamnesis Rising system · North Star release

Distributed Lattice Intelligence

A provenance-first semantic coordinate, query, lineage, and replay substrate.

DLI represents identity, relation, historical state, and query results without treating retrieval as truth or permission.

CoordinatesLineageNo-write
Candidate-result law

A DLI query hit is a candidate record. It is not truth, promotion, or permission.

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

  1. 01
    Identity
  2. 02
    Coordinate
  3. 03
    Relations
  4. 04
    Historical State
  5. 05
    Candidate Results
  6. 06
    Replay

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

  1. 01
    Attributed event
  2. 02
    Time · location · participants · context
  3. 03
    Typed relationships
  4. 04
    Candidate pattern or exception
  5. 05
    Governed review
  6. 06
    Recall 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

  1. 01
    Receiver holds the exact cited structures
  2. 02
    Sender transmits changed data + references + evidence
  3. 03
    Receiver verifies dependencies and hashes
  4. 04
    Reconstruct locally
  5. 05
    Request missing structure—or stop on failed verification

Distributed claim boundary

Supported nowNot yet demonstrated
Compact local representation in bounded experimentsCross-node delta transmission or bandwidth savings
Exact reconstruction and tested local query equalityCPU or energy savings across independently governed peers
Attributable identity, lineage, and candidate recall surfacesResynchronization, interoperability, or crystal/scar synchronization
Authority-null read and replay boundariesAutonomous truth, promotion, action, or production authority