SIGNAL STREAM · OPEN RESEARCH

Protocols for the agentic economy

Nook Research publishes open foundational work on the decentralized trust and economic settlement protocols that agentic AI systems need to coordinate and transact at scale — Agent Coupling Protocol and Liquidity Coupling.

RECENT PUBLICATIONS
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LIQ·SPECIFICATION

Liquidity Coupling Protocol Specification v0.9

Reference specification for implementors

This specification defines the wire format, state machine, and invariants for the Liquidity Coupling Protocol. It is intended as the authoritative implementation reference for protocol authors building settlement infrastructure for agentic economies. The specification covers the obligation data model, the SCG construction algorithm, atomic commit phases, rollback semantics, and the integrity proof format.

Nook Research CollectiveMay 10, 2025v0.9
specificationprotocolwire-formatsettlement
ACP·REFERENCE IMPL.

ACP Reference Implementation: Design Notes and Benchmarks

Engineering notes on the open-source ACP reference library

We describe the design of the open-source reference implementation of the Agent Coupling Protocol. The implementation provides a minimal, auditable codebase for teams integrating ACP into agent orchestration frameworks. We discuss key engineering decisions, performance characteristics under various agent fleet configurations, and report benchmark results from trials with LangChain, AutoGen, and CrewAI adapters.

Nook Research CollectiveMay 8, 2025v0.8
implementationopen-sourcebenchmarkslangchain
ACP·FORMAL MODEL

Formal Model of Agent Coupling: Verified Coordination Under Byzantine Conditions

Mathematical foundations and security proofs

This paper presents the formal model underpinning the Agent Coupling Protocol. We develop a process calculus for agent interaction — the Agent Interaction Calculus (AIC) — and prove that ACP achieves verified coordination under Byzantine conditions with O(log n) attestation overhead. We derive the necessary and sufficient conditions for coordination liveness and prove termination bounds for nested delegation chains.

Nook Research CollectiveMay 1, 2025v1.0
formal-methodsprocess-calculusbyzantine-fault-toleranceproofs
LIQ·WHITEPAPER

Liquidity Coupling: Algorithmic Settlement Rails for the Agentic Economy

Foundation whitepaper for the Liquidity Coupling specification

Liquidity Coupling formalizes the economic settlement layer required when autonomous agents are the primary economic actors. We present an algorithmic framework for bilateral and multilateral obligation clearing — the Settlement Coupling Graph (SCG) — and prove that it prevents systemic liquidity failure in high-throughput agentic economies under bounded agent rationality. The framework supports atomic multi-party settlement with finality guarantees that scale sub-linearly in transaction volume.

Nook Research CollectiveApr 1, 2025v1.0
settlementliquidityagentic-economyalgorithmic-clearing
ACP·WHITEPAPER

Agent Coupling Protocol: A Trust and Verification Layer for Autonomous Agent Coordination

Foundation whitepaper for the ACP specification

We present the Agent Coupling Protocol (ACP), a decentralized trust and verification layer enabling autonomous AI agents to establish identity, attest capabilities, and coordinate without requiring human intermediaries. ACP defines a minimal cryptographic primitive set — Verified Agent Identifiers (VAIDs), attestation receipts, and capability manifests — that allows agent pairs to negotiate trust boundaries and execution contracts in constant time with respect to fleet size.

Nook Research CollectiveMar 15, 2025v1.0
trustidentityattestationcoordination