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@ducp-protocol

DECENTRALIZED UNIVERSAL COMPUTE PROTOCOL

A first-principles design to make compute a democratized, sustainable abundance — the foundation the next wave of intelligence will run on.

DUCP — Decentralized Universal Compute Protocol

Democratizing Sustainable Compute to Power Technological Evolution

An open, trustless protocol that mobilizes the world's compute into one market and a democratized, sustainable abundance — where verified work is the currency, efficiency is rewarded by the market, and governance is earned reputation, not wealth.

Status: DUCP v0.2.0 and the companion Quant (ℚ) v0.1.0 — both open Requests for Comments seeking scrutiny and collaborators, not yet shipped systems.

Read the White Paper (v0.2.0) The Quant (ℚ) — RFC v0.1.0 Specification (draft) Reference Node (Rust)

In one minute

  • 𝕌 (UCU) — the Universal Compute Unit: a quantity of information processed, and the native currency. The same work earns the same 𝕌 on any hardware; efficiency is rewarded in the market, never baked into the unit.
  • ℚ (Quant) — the companion efficiency unit: useful information resolved per joule, benchmarked against the Landauer limit; the quality axis to 𝕌's quantity. Published as an open RFC v0.1.0 (usable beyond DUCP; DUCP is the first reference adopter).
  • The DVM — a standard, deterministic virtual machine every task runs inside.
  • Layered verification — run once, check cheaply: TEE attestation, ZK proofs, and sampled re-execution.
  • Standing — a non-transferable, earned reputation that governs the network.

Repositories

Repo What
ducp-spec White paper, companion Quant (ℚ) standard, specification, and proposals
ducp-node-rs Reference implementation, in Rust — scaffold

Get involved

Start with the white paper and the Quant (ℚ) standard RFC, then read CONTRIBUTING and GOVERNANCE. Critiques and proposals are welcome — especially on the open problems: trustless energy attestation and validated ℚ benchmarks, formal security analysis, the DVM and metering specification, and cross-paradigm normalization. Comment on Quant via quant-labelled issues.

License & ownership

© 2026 Pawan Singh. The white paper and specification are licensed under CC BY-NC-ND 4.0; contributions are accepted under the project's CLA. DUCP is stewarded by its author through the pre-1.0 phase, transitioning to on-chain, reputation-weighted governance at v1.0.

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  1. ducp-spec ducp-spec Public

    White paper and specification for the Decentralized Universal Compute Protocol (DUCP).

    Shell

  2. ducp-node-rs ducp-node-rs Public

    Rust reference node for the Decentralized Universal Compute Protocol (DUCP).

    Rust

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