C3.4 Epistemic Adaptability
System Resilience. Can the system maintain function under stress and adapt to change?
Pass threshold
≥30% parameter adjustability range, policy updates within 6 months of evidence, changes open to challenge and reversal by those affected, zero collapses during parameter adjustments
Clause by clause:
- ≥30% parameter adjustability range
- policy updates within 6 months of evidence
- changes open to challenge and reversal by those affected
- zero collapses during parameter adjustments
What it asks
System evolves based on evidence rather than ideology. Update rules/parameters based on new information without collapse.
Why it matters
Rigid frameworks unable to incorporate evidence or adjust to changing conditions inevitably ossify. The best system must be dynamically stable—maintaining core functions while adapting implementation details as circumstances change.
How it differs from nearby criteria
Stability (maintaining core functions) from rigidity (inability to adapt). Anti-fragile systems improve through stress; fragile systems break; robust systems merely survive. Target: anti-fragile adaptation.
How it is measured
Parameter flexibility (range of adjustable variables without system redesign). Evidence integration (speed of policy updates in response to data). Contestability: those affected by a parameter change can challenge it and have it reversed through a process that does not depend on the officials who made it, whatever governance form the system uses; the criterion does not require a particular form. Stability during transitions (no collapse from parameter adjustments).
How scores are anchored
1.0, pass
Demonstrated or clearly-designed capacity for rapid, evidence-based parameter adjustment without destabilization. Market Socialism (1.0): "Democratic governance enables rapid adaptation to evidence... Mondragon demonstrates 50+ years of continuous adaptation."
0.5, partial
Adaptation is possible but slow or politically resisted. Status Quo Market Capitalism (0.5): "The system can adjust through policy changes but often slowly and with political resistance... tendency toward regulatory capture and reversal."
0.0, structural failure
Ideological or structural rigidity prevents evidence-based adaptation. Centrally Planned Socialism (0.0): "Ideological rigidity prevented evidence-based adaptation... The Lysenko affair." Libertarian Minarchism (0.0): "When market failures occur, ideology blames insufficient market purity rather than structural flaws."
v2.0 (Session 45): this criterion's Pass Threshold was restated (R4; NEEC_Criteria_v2_s45.md). The band texts and examples were written against Paper v1.4's threshold: they describe, and the threshold above governs (protocol 2.3(g)). Examples are re-estimated in the rescoring pass.
Normative roots
From N8 (Epistemic Adaptability) + N7 (Anti-Capture).
How the systems score
1.0, pass
CCO-PTF-CIP-SZH, Participatory Economics, Integral, Degrowth Economics, Market Socialism, Sovereign Wealth Fund Statism, Ostrom Commons
0.5, partial
Nordic Social Democracy, Georgism / LVT, Islamic Finance, Mutual Credit / LETS, State Capitalism / Singapore, Universal Basic Income, Universal Basic Services, MMT + Job Guarantee, Status Quo Market Capitalism, State Capitalism / China, Stakeholder Capitalism, State Capitalism / Qatar, Doughnut Economics, Libertarian Minarchism
0.0, structural failure
Fully Automated Luxury Communism, Centrally Planned Socialism
Sources
Definition: Paper Section 6; restated in v2.0 (NEEC_Criteria_v2_s45.md, Appendix V). Anchors: Paper Appendix H.7.