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Council escalation

When the client cannot answer confidently, it triggers a DoD escalation to the backend. A council of specialized models reviews the request, generates verified knowledge, and writes the resulting payload into the KCG (Peaq logic + Arweave storage).

Token incentives (backend layer)

Tokens are intended to reward validated knowledge events, not raw activity. The backend layer:
  • Issues tokens for verified distillation events.
  • Rewards reuse of high-quality artifacts.
  • Applies staking and slashing for validators and curators.

Spam resistance

  • Closure markers ensure only real decisions are captured.
  • Cross-source corroboration strengthens confidence.
  • Time separation prevents duplicate decisions.
  • Provenance-first metadata links each claim to evidence.