Skip to content

Credits, Pricing, and Issuance ​

This page summarizes the economic model from docs/public-mesh-operations.md, README.md, and architecture planning material.

Two-Layer Model ​

  • Settlement layer: bitcoin/lightning denomination and payment settlement.
  • Runtime layer: internal credits used for workload accounting and allocation.

Pricing and Quotes ​

  • Dynamic epoch pricing tracks network conditions.
  • Credit-to-sats quote endpoints expose conversion for account workflows.
  • Coordinator peers can propose and converge pricing via consensus mechanics.

Payment Intents and Credit Minting ​

  • Payment intents represent pending settlement operations.
  • Confirmation and reconciliation paths move intents into settled state.
  • Settled intents mint credits into account context.

Contribution and Issuance ​

  • Issuance is recomputed on rolling windows (non-cumulative lifetime allocation).
  • Contribution quality and recent availability drive relative share.
  • Capacity that drops out naturally rolls off from future windows.

Ledger and Integrity ​

  • Hash-chain and verification flows provide tamper-evident history checks.
  • Stats/anchor workflows support stronger finality checkpoints over time.
  • Economy state and issuance history remain inspectable through dedicated endpoints.

Coordinator fee and treasury policy ​

  • Coordinator fee basis points can be configured for operational economics.
  • Treasury/custody policy endpoints support operator-level governance.

Model Quality Multiplier ​

Credit earnings from compute contributions are scaled by the model being used:

  • 7B+ parameters: 1.0x (full rate)
  • 3B-7B: 0.7x
  • 1.5B-3B: 0.5x
  • < 1.5B: 0.3x

This incentivizes running capable models while still allowing participation with smaller hardware.

BLE Offline Credits ​

When agents operate in BLE mesh mode (offline), credit transactions are recorded locally with dual signatures. On reconnection, transactions sync to the coordinator via POST /credits/ble-sync and enter the ordering chain.

Model Seed Credits ​

Agents that distribute models to peers earn seed credits:

  • Base: 0.5 credits per GB transferred
  • Rarity bonus: 1 / seederCount multiplier (fewer seeders = more reward)
  • Incentivizes keeping popular models available for the network