Sealing the Audit-Runtime Gap for LLM Skills
The episode discusses a paper titled "Sealing the Audit-Runtime Gap for LLM Skills," which addresses supply-chain threats to Large Language Model skills, such as injection and tampering. The hosts detail the SIGIL framework, which proposes three stages—Submission, Anchoring, and Invocation—to secure skills from creation to use. They also cover proposed improvements like a Dynamically Calibrated Multi-Stage Consensus Framework (DCMF) using economic incentives to ensure honest auditing.