{"schema":"szl.ayllu.leaders-studied/v1","leaders_studied":[{"name":"Unanimous AI — Hyperchat / (Co)agents","took":"Proactive seats that speak into a live deliberation; scale past a 7–10 person table.","own":"We do not swarm humans. We run 11 named kinship seats with receipts, a hard fan-out cap, and dissent retained.","url":"https://unanimous.ai/hyperchat-ai/"},{"name":"Multiagent Debate (arXiv:2305.14325)","took":"Exactly two rounds: positions, then explicit dissent and revision.","own":"Hard cap of two rounds. Never an open-ended debate loop. Semantic consensus stays NOT_MEASURED.","url":"https://arxiv.org/abs/2305.14325"},{"name":"3D LLM Council / WebGL chambers","took":"A round table you can watch. Speaking seats. Presence instead of a chat box.","own":"0 runtime CDN canvas hologram. 11 Quechua seats around a khipu knot. No Three.js, no model zoo.","url":"https://github.com/ghwmelite-dotcom/my-llm-council"},{"name":"AutoGen / Microsoft Agent Framework, CrewAI, CAMEL, MetaGPT","took":"Role-scoped turns, visible handoffs, society-of-agents.","own":"Reject unbounded execute-don't-narrate. Two-person attestation. Personas are roles, not eleven weight files.","url":"https://arxiv.org/abs/2308.08155"},{"name":"siyu-deng/council (EvoTavern 2026)","took":"A round table with chairs that light when a seat speaks, and a decision card that may record remaining dissent.","own":"Decision card is a receipt: UNSIGNED-honest, hash-chained, PROPOSAL_ONLY.","url":"https://github.com/siyu-deng/council"}],"honesty":"Catalog of public origins. Not live health. Not adoption. Λ = Conjecture 1.","frontier":"Dissent-first evidence-bound counsel with holographic 0-CDN presence, hash-chained UNSIGNED receipts, and Λ never a theorem."}