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normsync

LLMs decide what norms exist; a ledger decides what they enforce.

Emergent norm enforcement for multi-agent worlds — a signed CRDT commitment ledger.

At a Glance
signed
ledger
CRDT
commitments
emergent
norms
deterministic
enforcement
The Problem

Coalitions of NPC agents need to form and honor emergent social norms without a designer scripting every case — but pure-LLM “norms” aren't binding, and pure-scripted ones aren't emergent. Prior work conflates the two.

Key Insight

Cleanly separate the two concerns: LLMs decide what norms exist; a deterministic engine decides what norms enforce. Back it with a signed, versioned, append-only CRDT commitment ledger that agents read as context and write to via tool calls.

How It Works

Commitment ledger

A signed, append-only CRDT ledger of norms and commitments agents read and write.

LLM norm formation

Models propose and adopt emergent norms as social situations evolve.

Deterministic enforcement

A rules engine decides bindingly what each norm enforces — no model in the enforcement path.

Auditable society

Every commitment and breach is recorded and attributable.

Game AIMulti-AgentCoordination