teleo-codex/foundations/collective-intelligence
2026-03-07 18:36:28 +00:00
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_map.md Initial commit: Teleo Codex v1 2026-03-05 20:30:34 +00:00
centaur teams outperform both pure humans and pure AI because complementary strengths compound.md Auto: 41 files | 41 files changed, 89 insertions(+), 154 deletions(-) 2026-03-07 18:36:28 +00:00
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 Auto: 41 files | 41 files changed, 89 insertions(+), 154 deletions(-) 2026-03-07 18:36:28 +00:00
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
intelligence is a property of networks not individuals.md Auto: 41 files | 41 files changed, 89 insertions(+), 154 deletions(-) 2026-03-07 18:36:28 +00:00
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
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 Auto: 41 files | 41 files changed, 89 insertions(+), 154 deletions(-) 2026-03-07 18:36:28 +00:00
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
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 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
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