DCGP builds legitimacy gate infrastructure for AI systems. When authority contexts diverge, the system refuses — no internal winner, no manufactured certainty. Restoration requires explicit external re-anchoring.
Two products designed for different stages of governance maturity.
The entire DUGE kernel — the legitimacy gate at the center of the system — enforces a single invariant. Everything else is downstream.
// Divergence produces refusal. Not a winner.
// Recognition requires all five conditions
// Manipulation cannot satisfy recognition
Authority continuity exists because no step can bypass the next without producing evidence. A constraint enforced in the execution path is governance.
# Sustained Legitimacy accumulation
# Sustained Illegitimacy accumulation
# Net stability change per step
# Key result: reconciliation erases illegitimacy
# at 2.6x the rate force accumulates it.
# Legitimate authority structurally outscales coercion.
Every governance decision — accept, refuse, or suspend — emits a signed receipt. This is what auditors, security reviewers, and regulators receive.
// Layer 0: DUGE legitimacy check
// Layer 1: PPK hard gate
// Layer 2: DUKE dynamics update
// Layer 4: audit bundle
// Layer 0: DUGE legitimacy check
// No winner selected. No internal merge.
// Restoration: external re-anchor only.
DUGE doesn't care what your system does. It cares whether the entity doing it has legitimate authority to do it right now.
Govern which AI actions are admissible given safety constraints. Cryptographic audit trail for every model decision. Fail-closed under uncertainty.
Treatment protocols as governed patterns with decay rates. Doctor-first closed loop. Automatic deprecation of outdated guidelines.
Prevent dual legitimacy in decentralized organizations. Cryptographic quorum enforcement. Automatic constraint release prevents ossification.
CI/CD deployment gates, privileged access governance, key management, model swap authorization. Fail-closed authority for high-consequence operations.
Anomaly patterns governed by constitutional constraints. Productive refusal prevents false accusations. Temporal consent for data usage.
Multi-validator consensus prevents decode oscillation. Temporal decay on stale decodes. Productive refusal: "not yet" instead of wrong choice.
Enterprise buyers don't get impressed. They drill down. Here's what they find.
"Agreed — divergence triggers refusal, enforcing singular authority or suspension. Update test to enforce this."
"Agreed — specification locked. Implement full suite and run all tests? Share results for validation. Onward!"
"Your logic is internally coherent. Fork detection, authority lineage validation, refusal mechanics, re anchoring events — none of that is amateur thinking."
"When someone sends independent claim sets, dependent extensions, adversarial simulation clauses, fork divergence logic, and cryptographic anchoring semantics in a DM, it typically signals... research-stage thinking prior to commercial packaging."
PFA << PFR — fail-closed authority. False accept rate designed below false refusal rate.
Deterministic seeds, adversarial scenarios, signed receipts. Reproducible validation bundles.
Authority gate is fail-closed. Uncertainty/divergence — REFUSE. Non-authority flows degrade safely.
Signed receipts with hash chains, quorum proofs, regime snapshots, and verification procedures.
C(Loss) = λ · C — bounded by playbook, degraded modes, and operator re-anchor workflows.
NIST 800-53, ISO 27001, SOC 2, EU AI Act, Colorado AI Act. Control families mapped per-customer.
Mathematically proven governance features that set DCGP apart.
Generate complete possibility spaces deterministically - not predictions, mathematical certainty.
Formal proof: No adversary can eliminate all futures. Weaponization is mathematically impossible.
"Not yet" improves outcomes. Empirically validated: 422 vetoes prevented 100% constitutional violations.
System recovers from failures without human intervention. 100% success rate.
Blockchain-integrated ledger provides tamper-proof governance history.
Time as fundamental axis enables pattern evolution while preserving safety.
Start with Northstar SDK or schedule a DUGE demo.