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Memory and governance · Experimental

Systems evolve.
The why deserves to stay.

DARXI organizes decisions, evidence and constraints to preserve the context of AI-assisted work. Models propose. People decide.Decisions, evidence and context for AI-assisted work.

Experimental development. Usefulness beyond the lab remains unproven.

Context connects. Authority remains human.Continue the investigation

The result remains. What about the reasoning?

A decision loses value when we can no longer explain where it came from, which alternatives we rejected or where it stopped being valid.

  1. 01

    The tool changes.

    The conversation is left behind.

  2. 02

    The person changes.

    The reasoning is no longer at hand.

  3. 03

    The evidence changes.

    We need to know what to revisit.

Not just what was decided. The reason, too.

Explore how a rejected proposal is preserved, with its reasons and open questions.

Editorial example · based on the laboratory

A proposal is rejected. What remains?

This example illustrates the shape of an internal case of human rejection. It simplifies the content and does not reproduce an original record.

Proposal, no authority01 / 04

The system proposes a change.

A proposal opens a possibility and explains its reasons. Here we follow the shape of that journey without reproducing the internal details of the change.

What is preserved

The original proposal, even when it is later rejected.

Origin

System proposal

Evidence accompanies the proposal and review; it is not an automatic approval.

Read the case in Evolution

Context that travels together

  • Original proposal
  • Evidence and limits
  • Human authority
  • Rejected alternatives
  • Open questions
  • History of changes

Each step has a role. None decides for all.

A proposal opens a possibility. Evidence lets us examine it. A person reviews and records a decision that can approve, reject or narrow what was proposed.

Proposal

A possibility

Evidence

What supports it

Review

Human judgment

Decision

A recorded judgment

  • Proposal ≠ Decision
  • Evidence ≠ Truth
  • AI ≠ Authority
See what DARXI records

An open question. Work you can examine.

The same records and limitations you will find in the lab, brought together here as a starting point.

Question under investigation

Can the reason behind a decision be preserved when tools and models change?

What remains to be established

Whether this holds outside this lab. External evidence: none.

Open the laboratory notebook
DOGFOOD-013Internal record

Multi-tool continuity

Same workspace across tools; proposals, not Decisions.

Limitation

Continuity lives in files. A tool may fail auth; that does not prove a product.

DOGFOOD-017Internal record

Drift detection

Detector reports Decision↔code mismatch.

Limitation

Detection only — no automatic remediation.

External human evidence: N=0 in the published content. These records describe internal experiences.

We keep what we stopped believing.

Revising an idea is part of the work. The history preserves the earlier proposal, what contradicted it and the judgment that followed.

Explore the evolution

We believed

The value was in producing a single answer.

We hold today

There is also value in preserving disagreement and its provenance.

Whether that disagreement helps another person later remains unmeasured.

Research & collaboration

Opening the notebook to other projects.

A functional review of the persistent kernel and context lake: what works, where information can be lost and what still needs checking in real editors.

Choose your depth.

Start with what you need to understand.