Knowledge base

1,824 claims across 19 domains

Every claim is an atomic argument with evidence, traceable to a source. Browse by domain or search semantically.

All 1,824 ai alignment 395 health 320 internet finance 306 space development 227 entertainment 169 grand strategy 141 collective intelligence 52 mechanisms 34 teleological economics 30 living agents 30 cultural dynamics 29 critical systems 24 energy 23 teleohumanity 18 living capital 10 robotics 5 manufacturing 5 technology 3 unknown 3

5 semantic matches for "If we do not build coordination infrastructure, concentration is the default."

whether AI knowledge codification concentrates or distributes depends on infrastructure openness because the same extraction mechanism produces digital feudalism under proprietary control and collective intelligence under commons governance

# Whether AI knowledge codification concentrates or distributes depends on infrastructure openness because the same extraction mechanism produces digital feudalism under proprietary control and collec

ai alignmentlikelyscore 0.47

three independent intellectual traditions converge on the same attractor analysis where coordination without centralization is the only viable path between collapse and authoritarian lock in

# Three independent intellectual traditions converge on the same attractor analysis where coordination without centralization is the only viable path between collapse and authoritarian lock-in Three

collective intelligenceexperimentalscore 0.46

compute supply chain concentration is simultaneously the strongest AI governance lever and the largest systemic fragility because the same chokepoints that enable oversight create single points of failure

# Compute supply chain concentration is simultaneously the strongest AI governance lever and the largest systemic fragility because the same chokepoints that enable oversight create single points of f

ai alignmentlikelyscore 0.45

coordination protocol design produces larger capability gains than model scaling because the same AI model performed 6x better with structured exploration than with human coaching on the same problem

# coordination protocol design produces larger capability gains than model scaling because the same AI model performed 6x better with structured exploration than with human coaching on the same proble

ai alignmentexperimentalscore 0.45

Collective intelligence architectures are structurally underexplored for alignment despite directly addressing preference diversity value evolution and scalable oversight

# Collective intelligence architectures are structurally underexplored for alignment despite directly addressing preference diversity value evolution and scalable oversight Current alignment research

ai alignmentexperimentalscore 0.45