Relic: From Multi-Agent Collaboration to Persistent Organizational Capability
Relic makes multi-agent team lessons executable, so they persist when the original agents are gone.
The paper describes a system where agents turn repeated collaboration failures into governed protocols with triggers, responsibilities, evidence requirements, and runtime consequences. In controlled software-workload runs, Relic improved complete-contract delivery from 14.06% to 19.76% over a matched structured team without that lifecycle. In fresh-member transfer, executable protocol bindings beat readable text rules, 41.2% to 34.6%. The authors also report 367/477 on CooperBench after excluding broken benchmark pairs. HF Daily Papers' note
The paper describes a system where agents turn repeated collaboration failures into governed protocols with triggers, responsibilities, evidence requirements, and runtime consequences. In controlled software-workload runs, Relic improved complete-contract delivery from 14.06% to 19.76% over a matched structured team without that lifecycle. In fresh-member transfer, executable protocol bindings beat readable text rules, 41.2% to 34.6%. The authors also report 367/477 on CooperBench after excluding broken benchmark pairs. HF Daily Papers' note
score 4