Glossary entry

Asymmetric-Capacity Restraint

Glossary entry in Foundational Ethotechnic principles. Definitions, checks, and evidence for Asymmetric-Capacity Restraint.

Quick takeaways

The principle that an institution's obligations to remain contestable and revisable grow with its capacity to classify, monitor, automate, enforce, and scale.

Definition
Minimum evidence
Operational tests

Definition

The principle that an institution's obligations to remain contestable and revisable grow with its capacity to classify, monitor, automate, enforce, and scale. The more a system can see, sort, act on, and impose its categories, the stronger the counterweights must be.

It matters because capacity is not neutral. A system that can classify at scale can misclassify at scale, and a system that can enforce quickly can commit quickly. Restraint is the obligation side of capability overhang: capability may expand only as fast as the correction obligation that checks it. It is why earned autonomy is conditional rather than cumulative, and it makes Law XI's burden normative: every expansion of capacity carries a proportional expansion of contestation and revision.

StructuralPatterns

Scale: Systemic · Phases: Design, Deployment, Audit · Measurability: Semi-quantitative · Maturity: Core concept

Scope: M. Foundational Ethotechnic principles. The principles the method's laws and standards rest on.
Genealogy: The normative form of capability overhang: where overhang describes the mismatch, restraint names the obligation that prevents it.

Adjacent terms

Capability Overhang Earned Autonomy Correction Obligation Bounded Autonomy Scope Discipline Admission Gate Halt Stratification

References

Glossary territory

The principles the method's laws and standards rest on.

Explore Foundational Ethotechnic principles in the glossary index.

Entry details

Last updated: 2026-09-19
Term version: v1.0.0
Changelog: View updates

Tests and evidence

Operational tests (3)

Each expansion of classification, monitoring, or enforcement capacity is paired with a stated increase in contestation and revision capacity.
Correction capacity grows with authority, and the pairing is recorded rather than asserted.
A capability that outruns its correction capacity is refused admission or narrowed, not shipped and apologized for later.

Minimum evidence checklist

Artifact: A grant whose scope expansion is paired with a corresponding correction-capacity expansion, recorded in the same transition.
Behavior: A capability refused or narrowed because its correction capacity was not yet provisioned.
Metric: Ratio of correction capacity to granted authority, required non-decreasing across expansions.

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Version

v1.13.0

Last updated

Sep 22, 2026

Permalink

https://ethotechnics.org/glossary/asymmetric-capacity-restraint

DOI

Pending Zenodo deposit

APA

Ethotechnics Institute Research Team. (2026). Asymmetric-Capacity Restraint. Ethotechnics glossary. https://ethotechnics.org/glossary/asymmetric-capacity-restraint

MLA

Ethotechnics Institute Research Team. "Asymmetric-Capacity Restraint." Ethotechnics glossary, 2026, https://ethotechnics.org/glossary/asymmetric-capacity-restraint.

Chicago

Ethotechnics Institute Research Team. "Asymmetric-Capacity Restraint." Ethotechnics glossary. Sep 22, 2026. https://ethotechnics.org/glossary/asymmetric-capacity-restraint.

BibTeX

@misc{glossary_asymmetric-capacity-restraint,
  title={Asymmetric-Capacity Restraint},
  author={Ethotechnics Institute Research Team},
  year={2026},
  howpublished={Ethotechnics glossary},
  url={https://ethotechnics.org/glossary/asymmetric-capacity-restraint},
  version={v1.13.0}
}

RIS

TY  - WEB
TI  - Asymmetric-Capacity Restraint
AU  - Ethotechnics Institute Research Team
PY  - 2026
UR  - https://ethotechnics.org/glossary/asymmetric-capacity-restraint
ER  -

Scholarly metadata

Authorship

Ethotechnics Institute Research Team · Ethotechnics Institute · research@ethotechnics.org

Contact: research@ethotechnics.org

Publication details

Published: Dec 3, 2025
Last updated: Sep 22, 2026
Version: v1.13.0
DOI: Pending Zenodo deposit

License: CC BY-SA 4.0

Credit Ethotechnics Institute, include the term title + version, and link to the glossary permalink.

Archive: Wayback Machine history

Changelog

v1.13.0 · 2026-09-22 — Rewrote category descriptions and scope notes to the current framing, replaced vague or promotional definitions in 89 entries and 109 short definitions, removed unsourced adoption and effect claims, and cut filler words and redundant sentences from 38 entries and 20 short definitions. No term was added, removed, or renamed.
v1.12.0 · 2026-09-22 — Added Typed Decision Model and Confidence-Gated Execution, cross-linked to the worked example of a decision-model gate on refunds.
v1.11.0 · 2026-09-22 — Added Decision Threshold, Shaping Hop, and Reason Substitution: the places typed decision models locate authority, shape decisions without making them, and separate the reason from the decision.
v1.10.0 · 2026-09-19 — Promoted 64 orphaned short definitions to full canonical entries across core concepts, governance, decision states, and anti-patterns, and removed three redundant short definitions (procedural-realism, intake-cinema, legibility-illegibility).
v1.9.0 · 2026-09-19 — Added Feedback Proximity, Asymmetric-Capacity Restraint, Adaptive Capacity, Compensatory Adaptation, and Corrective Power, aligned the short definition of Ethotechnics with its canonical authority-and-correction framing, and refreshed the glossary's category scaffolding off the earlier moral-system vocabulary.
v1.8.0 · 2026-09-19 — Added Insulation, the unifying failure mode of the framework: whatever stops the consequences of institutional decisions from traveling back to those who can revise the generating rules, with its channels, its good and bad forms, and its self-ratifying loop.
v1.7.0 · 2026-09-18 — Added Non-Finality, Consequential Contradiction, and The Excluded Case, and generalized the falsified denominator into the falsified ledger — completing the five concerns and the fallibilist ground they stand on.
v1.6.0 · 2026-09-18 — Added Human Non-Substitutability, Safe Incompleteness, Anti-Conversion Rights, Abstention, Constitutional Debt, Discretion Migration, and Corrigibility Rent — the person-side principles, the three abstentions, and the rent concept.
v1.5.0 · 2026-09-18 — Added Exception Absorption, Exception Learning, Case Corrigibility, Structural Corrigibility, Institutional Learning, Corrective Debt, and the Workaround Presumption, formalizing the historical turn: reading institutions through their failure trajectories rather than their stated controls.
v1.4.0 · 2026-09-18 — Added Residual Complexity, Complexity Displacement, Falsified Denominator, Closure Without Remainder, Constitutional Governance, and Post-Optimization Rigor, embedding the foundational contention of burden redistribution.
v1.3.0 · 2026-09-11 — Added Attestation, Liability Record, Carve-Out, Delegation Chain, Composed Latency, and Silent-Harm Discovery, each bound to the standard clause that requires it.
v1.2.0 · 2026-09-08 — Added The Non-Conversion Principle, Exit Cost, and Jurisdictional Path Dependence, each linked to the theory essay that argues for it.
v1.1.0 · 2026-01-09 — Expanded scholarly metadata, operational tests, and provenance notes.
v1.0.0 · 2025-12-03 — Initial glossary release with stable permalinks.

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