Scope boundary

What DBaD solves, and what it does not.

DBaD is not a perfection system.

It is a trust propagation control and visibility system with a live runtime, proof-backed examples, deterministic validation, peer review, and an open challenge path.

DBaD Explained Open examples Known limits
Deterministic scope Known limits visible No truth claim Open review path

Public baseline

Solves now Continuity, verification independence, trajectory constraints, and propagation integrity inside visible structure.
Does not solve globally Hidden omissions, real-world truth, collusion, or intent beyond recorded evidence.
Review remains open The public challenge path exists because the boundary should be stress-tested.

Last updated: 2026-05-30 UTC

Public baseline summary of current enforceable scope

Why DBaD exists DBaD Explained Examples Peer review Try to break DBaD Trust flow White paper v3 Known limits DecencyMeter demo Papers

Start here

Use these entry points to compare claims, proof, and limits.

Why it exists Start with the failure mode DBaD is designed to make visible. Follow the trust path See how trust is expected to move and where it can be halted. Read reviewer pressure Compare the claimed scope with concrete peer-review challenges.

What DBaD Solves Now

  • Verifier independence: trust does not propagate through structurally entangled verification.
  • Actor continuity: trust does not propagate across undeclared or broken actor transitions.
  • Trust trajectory constraints: inherited trust is constrained when downstream behavior materially diverges from lineage.
  • Propagation integrity: trust inheritance is checked against the recorded chain and its visible structure.
  • Zero-trust birth handling: fresh or lineage-free chains do not inherit trust by default.
  • Deadlock visibility and dampening: repeated blocked correction can become auditable saturation rather than endless noisy escalation.

What DBaD Does Not Fully Solve Yet

  • Cross-chain coordination: local-only constraints cannot reliably reconstruct coordinated behavior across separate traces.
  • Identity laundering or collusion beyond provable structure: DBaD does not prove hidden real-world independence.
  • Substantive verifier capture: a structurally independent verifier may still be institutionally or socially captured.
  • Global intent reconstruction: DBaD does not infer hidden strategic intent beyond what the trace can structurally show.

Why This Still Matters

DBaD does not stop all harmful behavior. It makes harmful behavior harder to hide.

Structured decision traces preserve lineage, transitions, verification posture, and audit surface over time. That means failure remains reviewable even when it is not fully preventable.

The current public slice now lets readers inspect proof-backed examples, run deterministic validation, review peer criticism, and submit logic-review findings without claiming that DBaD proves truth, correctness, or safety.

The strength of the current public draft baseline is disciplined scope: enforce what can be enforced deterministically, and document the rest as known limits rather than pretending the system solved more than it did.

Next Steps

Continue with proof-backed examples, the peer-review findings, Try to Break DBaD, DBaD Explained, the white paper v3, review the known limits, or inspect the research demo.