Research projects / Decision evidence

Research profile

Chronicle

A verifiable chronology of decisions, execution, learning, and change.

A Compacitas research initiative

Decision evidence

A verifiable chronology of decisions, execution, learning, and change.

Chronicle research addresses how an agent system can preserve an inspectable history of what changed and why. The reference design normalizes mission, control, cognition, world-state, learning, and runtime transitions and seals snapshots in a linked integrity record. The open research problem extends beyond storing logs: evidence must remain interpretable through recovery, turnover, and federation while minimizing sensitive payloads. Chronicle commitments and verification metadata should remain separate from raw content and access-controlled evidence.

The research question

How can a system preserve useful continuity and tamper evidence while limiting disclosure and supporting independent verification?

Research workstreams

A question. A method. A test.

Workstream 01

Typed event chronology and checkpoint integrity

Workstream 02

Recovery, replay, external witnessing, and continuity checks

Workstream 03

Payload separation, selective disclosure, retention, and privacy

Evidence priorities

Make progress measurable.

The initiative is framed around testable questions. Its research direction should be assessed against observed evidence and the limits of each experiment.

  • Replay and integrity of recorded transitions after recovery
  • Separation of verification metadata from sensitive payloads
  • External verification without assuming that hash integrity proves event truth

Research goals and proposed mechanisms are not established findings. Product-linked tracks describe the research behind a capability, rather than a claim that its hypotheses have been validated.

Associated company

Compacitas

The verifiable civilization runtime for model governance, scheduling, optimization, and authorized compute federation.

Explore Compacitas

Related research projects

Connected products

Back to all research projects

Bring your question
into the work.

Talk with the studio