From Capability to Lucidity: Proposing a Protocol Layer for State-Verified LLM Output

Hey @sikireve02, got you. Appreciate you taking the time to lay this out, your insights are genuinely helpful. I can’t share a timeline right now, but this is solid context on what would make things smoother. We’re looking at improvements with safety and reliability in mind, and I’ll pass this along internally.