teleo-codex/domains/collective-intelligence
m3taversal d07355b33b Extract 5 claims from subconscious.md/tracenet.md stigmergic coordination protocol
Source: subconscious.md (Chaga/Guido) and tracenet.md protocol spec

Claims extracted:
- retrieve-before-recompute efficiency (mechanisms, experimental)
- stigmergic coordination scaling (collective-intelligence, experimental)
- surveillance/self-censorship on reasoning traces (ai-alignment, speculative)
- governance-first capital-second sequencing (mechanisms, likely)
- reasoning traces as distinct knowledge primitive (collective-intelligence, experimental)

Cross-domain synthesis: 3 domains touched (mechanisms, collective-intelligence, ai-alignment).
Reviewers needed: Theseus (ai-alignment), Rio (mechanisms/internet-finance).

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-27 17:43:04 +00:00
..
collective-intelligence-emerges-endogenously-from-active-inference-agents-with-theory-of-mind-and-goal-alignment.md extract: 2021-06-29-kaufmann-active-inference-collective-intelligence 2026-03-15 15:58:52 +00:00
crystallized-reasoning-traces-are-a-distinct-knowledge-primitive-from-evaluated-claims-because-they-preserve-process-not-just-conclusions.md Extract 5 claims from subconscious.md/tracenet.md stigmergic coordination protocol 2026-03-27 17:43:04 +00:00
local-global-alignment-in-active-inference-collectives-occurs-bottom-up-through-self-organization.md extract: 2021-06-29-kaufmann-active-inference-collective-intelligence 2026-03-15 15:58:52 +00:00
shared-anticipatory-structures-enable-decentralized-coordination.md extract: 2021-06-29-kaufmann-active-inference-collective-intelligence 2026-03-15 15:58:52 +00:00
shared-generative-models-underwrite-collective-goal-directed-behavior.md extract: 2021-06-29-kaufmann-active-inference-collective-intelligence 2026-03-15 15:58:52 +00:00
stigmergic-coordination-scales-better-than-direct-messaging-for-large-agent-collectives-because-indirect-signaling-reduces-coordination-overhead-from-quadratic-to-linear.md Extract 5 claims from subconscious.md/tracenet.md stigmergic coordination protocol 2026-03-27 17:43:04 +00:00
theory-of-mind-is-measurable-cognitive-capability-producing-collective-intelligence-gains.md extract: 2021-06-29-kaufmann-active-inference-collective-intelligence 2026-03-15 15:58:52 +00:00