LAW-133 — Error Scale Law

Archive registry entry

LAW-133 — Error Scale Law

At civilizational scale, low individual error probability can still produce large total harm.

draftid: LAW-133version: 1.0.0updated: 2026-05-31
Archive Progress

This section can be read now; registry depth and cross-references are still being strengthened.

Foundation
Online

The section has a stable overview route and basic reader context.

Technical Layer
Online

A deeper technical overview is available.

Registry
Current

171 registry entries are available.

Cross-links
Curating

Related concepts are being connected conservatively for accuracy.

0. Plain Statement

At civilizational scale, low individual error probability can still produce large total harm.

Plain-language version:

At civilizational scale, low individual error probability can still produce large total harm.


1. Formal Definition

Error Scale Law is currently defined by the source registry excerpt below. This scaffold awaits editorial expansion into the full law spec sheet format.


2. Canonical Form

E_t = P_e × N

Related variables:

TBD

3. Core Mechanism

TBD. Expand from the source excerpt and related UTS modules during editorial review.


4. When This Law Applies

TBD. Define applicability conditions during editorial review.


5. When This Law Does Not Apply

TBD. Define boundary conditions and false-positive cases during editorial review.


6. Diagnostic Signature

TBD. Map diagnostics only when supported by source material or later canon updates.


7. Failure Pattern

TBD. Map failure patterns only when supported by source material or later canon updates.


8. Restoration Implications

TBD. Map restoration arcs only when supported by source material or later canon updates.


9. Design Rule

TBD. Add design rules during editorial review.


10. Cross-Scale Expressions

TBD. Add U-layer expressions during editorial review.


11. Examples

TBD. Add examples during editorial review.


12. Relationship to Nearby Laws

TBD. Add related laws and deduplication notes during editorial review.


13. Operator Mapping

TBD. Add operator mappings during editorial review.


14. Machine-Readable Summary

id: "LAW-133"
name: "Error Scale Law"
type: "law"
status: "draft"
family:
  - "AI Governance"
summary: "At civilizational scale, low individual error probability can still produce large total harm."
canonical_statement: "At civilizational scale, low individual error probability can still produce large total harm"
canonical_form: "E_t = P_e × N"
source: "content/archive/laws/technical.md"

15. Compact Card Version

LAW-133 — Error Scale Law

At civilizational scale, low individual error probability can still produce large total harm.

Plain meaning: At civilizational scale, low individual error probability can still produce large total harm.

Canonical form:

E_t = P_e × N

16. Source Status

This scaffold was generated from the current laws technical registry. Sections marked TBD should be expanded only from source material, related canon pages, or later editorial review.

17. Source Excerpt

At civilizational scale, low individual error probability can still produce large total harm.

Canonical form:

E_t = P_e × N

Governance must not depend on perfection.

It must depend on layered interception and restoration.