teleo-codex/foundations/collective-intelligence
m3taversal ef636303f3 clay: add superorganism synthesis claim + CLAUDE.md precision conventions
- What: New synthesis claim in foundations/collective-intelligence/ reconciling
  superorganism structure with cognition gap. Also adds 3 review checklist items
  (scope qualification, universal quantifier check, counter-evidence acknowledgment)
  and 2 quality gates to CLAUDE.md — precision conventions all 5 agents agreed on.
- Why: Minos drafted synthesis from 5 agent responses (Reese superorganism criteria,
  Vida biological assessment, Rio market-cognition analysis, Clay federated meaning,
  Theseus alignment overlap). Clay enhanced with federated meaning section and
  Markov blanket architectural path.
- Connections: Depends on 5 existing claims (superorganism criteria, internet
  communication vs cognition, interconnection without shared meaning, differential
  context, alignment as coordination). Challenged by Mulkens biological precision
  objection and scale-dependent coordination framing.

Pentagon-Agent: Clay <9B4ECBA9-290E-4B2A-A063-1C33753A2EFE>
2026-03-07 19:18:04 +00:00
..
_map.md Initial commit: Teleo Codex v1 2026-03-05 20:30:34 +00:00
AI alignment is a coordination problem not a technical problem.md leo: remove 21 duplicates + fix domain:livingip in 204 files 2026-03-06 09:11:51 -07:00
centaur teams outperform both pure humans and pure AI because complementary strengths compound.md leo: remove 21 duplicates + fix domain:livingip in 204 files 2026-03-06 09:11:51 -07:00
collective intelligence is a measurable property of group interaction structure not aggregated individual ability.md leo: remove 21 duplicates + fix domain:livingip in 204 files 2026-03-06 09:11:51 -07:00
collective intelligence requires diversity as a structural precondition not a moral preference.md leo: remove 21 duplicates + fix domain:livingip in 204 files 2026-03-06 09:11:51 -07:00
collective intelligence within a purpose-driven community faces a structural tension because shared worldview correlates errors while shared purpose enables coordination.md leo: remove 21 duplicates + fix domain:livingip in 204 files 2026-03-06 09:11:51 -07:00
collective superintelligence is the alternative to monolithic AI controlled by a few.md leo: remove 21 duplicates + fix domain:livingip in 204 files 2026-03-06 09:11:51 -07:00
designing coordination rules is categorically different from designing coordination outcomes as nine intellectual traditions independently confirm.md leo: remove 21 duplicates + fix domain:livingip in 204 files 2026-03-06 09:11:51 -07:00
Hayek argued that designed rules of just conduct enable spontaneous order of greater complexity than deliberate arrangement could achieve.md leo: remove 21 duplicates + fix domain:livingip in 204 files 2026-03-06 09:11:51 -07:00
humanity is an obligate mutualism that lacks collective cognitive infrastructure — a body with a nervous system but no brain.md clay: add superorganism synthesis claim + CLAUDE.md precision conventions 2026-03-07 19:18:04 +00:00
intelligence is a property of networks not individuals.md leo: remove 21 duplicates + fix domain:livingip in 204 files 2026-03-06 09:11:51 -07:00
multipolar failure from competing aligned AI systems may pose greater existential risk than any single misaligned superintelligence.md leo: remove 21 duplicates + fix domain:livingip in 204 files 2026-03-06 09:11:51 -07:00
no research group is building alignment through collective intelligence infrastructure despite the field converging on problems that require it.md leo: remove 21 duplicates + fix domain:livingip in 204 files 2026-03-06 09:11:51 -07:00
Ostrom proved communities self-govern shared resources when eight design principles are met without requiring state control or privatization.md leo: remove 21 duplicates + fix domain:livingip in 204 files 2026-03-06 09:11:51 -07:00
partial connectivity produces better collective intelligence than full connectivity on complex problems because it preserves diversity.md leo: remove 21 duplicates + fix domain:livingip in 204 files 2026-03-06 09:11:51 -07:00
protocol design enables emergent coordination of arbitrary complexity as Linux Bitcoin and Wikipedia demonstrate.md leo: remove 21 duplicates + fix domain:livingip in 204 files 2026-03-06 09:11:51 -07:00
RLHF and DPO both fail at preference diversity because they assume a single reward function can capture context-dependent human values.md leo: remove 21 duplicates + fix domain:livingip in 204 files 2026-03-06 09:11:51 -07:00
safe AI development requires building alignment mechanisms before scaling capability.md leo: remove 21 duplicates + fix domain:livingip in 204 files 2026-03-06 09:11:51 -07:00
scalable oversight degrades rapidly as capability gaps grow with debate achieving only 50 percent success at moderate gaps.md leo: remove 21 duplicates + fix domain:livingip in 204 files 2026-03-06 09:11:51 -07:00
the alignment problem dissolves when human values are continuously woven into the system rather than specified in advance.md leo: remove 21 duplicates + fix domain:livingip in 204 files 2026-03-06 09:11:51 -07:00
the alignment tax creates a structural race to the bottom because safety training costs capability and rational competitors skip it.md leo: remove 21 duplicates + fix domain:livingip in 204 files 2026-03-06 09:11:51 -07:00
three paths to superintelligence exist but only collective superintelligence preserves human agency.md leo: remove 21 duplicates + fix domain:livingip in 204 files 2026-03-06 09:11:51 -07:00
trial and error is the only coordination strategy humanity has ever used.md leo: remove 21 duplicates + fix domain:livingip in 204 files 2026-03-06 09:11:51 -07:00
universal alignment is mathematically impossible because Arrows impossibility theorem applies to aggregating diverse human preferences into a single coherent objective.md leo: remove 21 duplicates + fix domain:livingip in 204 files 2026-03-06 09:11:51 -07:00