- What: New foundational claim in core/living-agents/ grounded in 7 empirical studies - Why: Load-bearing for launch framing — establishes that human contributors are an epistemic correction mechanism, not just growth. Kim et al. ICML 2025 shows ~60% error correlation within model families. Panickssery NeurIPS 2024 shows self-preference bias. EMNLP 2024 shows human-AI biases are complementary. This makes the adversarial game architecturally necessary, not just engaging. - Connections: Extends existing correlated blind spots claim with empirical evidence, connects to adversarial contribution claim, collective diversity claim Pentagon-Agent: Theseus <24DE7DA0-E4D5-4023-B1A2-3F736AFF4EEE> |
||
|---|---|---|
| .. | ||
| grand-strategy | ||
| living-agents | ||
| living-capital | ||
| mechanisms | ||
| teleohumanity | ||
| collective-agent-core.md | ||
| contribution-architecture.md | ||
| contributor-guide.md | ||
| epistemology.md | ||
| product-strategy.md | ||
| reward-mechanism.md | ||