From 255567660487b24036c9dddefac91b61b4abaccf Mon Sep 17 00:00:00 2001 From: Leo Date: Tue, 10 Mar 2026 19:11:23 +0000 Subject: [PATCH] leo: extract claims from 2024-01-00-friston-federated-inference-belief-sharing (#173) --- ...024-01-00-friston-federated-inference-belief-sharing.md | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/inbox/archive/2024-01-00-friston-federated-inference-belief-sharing.md b/inbox/archive/2024-01-00-friston-federated-inference-belief-sharing.md index 80364dc..54a94ae 100644 --- a/inbox/archive/2024-01-00-friston-federated-inference-belief-sharing.md +++ b/inbox/archive/2024-01-00-friston-federated-inference-belief-sharing.md @@ -7,9 +7,14 @@ date: 2024-01-00 domain: collective-intelligence secondary_domains: [ai-alignment, critical-systems] format: paper -status: unprocessed +status: null-result priority: high tags: [active-inference, federated-inference, belief-sharing, multi-agent, distributed-intelligence, collective-intelligence] +processed_by: theseus +processed_date: 2026-03-10 +enrichments_applied: ["domain-specialization-cross-domain-synthesis-collective-intelligence.md", "coordination-protocol-design-beats-model-scaling.md"] +extraction_model: "anthropic/claude-sonnet-4.5" +extraction_notes: "Core theoretical paper formalizing the exact mechanism by which Teleo agents coordinate. Three new claims extracted: (1) belief sharing vs data pooling superiority, (2) shared world model requirement, (3) precision weighting through confidence levels. Two enrichments to existing claims on domain specialization and coordination protocols. The third claim (precision weighting) is marked experimental because it operationalizes Friston's theory to Teleo's confidence levels—the mechanism is sound but the specific implementation is our interpretation. Agent notes correctly identified this as foundational for understanding why our PR review process and cross-citation patterns work—it's literally federated inference in action." --- ## Content