Systems Reasoning Framework

The PatternAuthority reasoning framework is structured around five interconnected dimensions that provide comprehensive coverage of complex systems analysis and decision-making.

Uncertainty

Analysis of uncertainty sources, probability distributions, and confidence intervals in complex systems.

Artifacts: Decision records, uncertainty quantification essays

Constraints

Identification and analysis of system constraints, boundaries, and limiting factors.

Artifacts: Limit definitions, constraint analysis essays

Decision

Structured decision frameworks, option evaluation, and choice architecture.

Artifacts: Decision records, decision quality essays

Consequences

Analysis of outcomes, cost shaping, and long-term system evolution patterns.

Artifacts: Failure analysis, consequence pattern essays

Pattern

Pattern recognition, validation frameworks, and systemic relationship identification.

Artifacts: Pattern recognition essays, anti-pattern frameworks

Artifact Types

Six distinct artifact types capture different aspects of systems reasoning, each with specific schemas and validation requirements.

Essays

Foundational reasoning frameworks addressing specific questions with systematic analysis.

Count: 12 published

Decisions

Documented decision records with context, constraints, options, and consequences.

Count: 8 published

Failures

Analysis of failure patterns, detection mechanisms, and long-term cost implications.

Count: 8 published

Limits

Explicit boundaries defining where frameworks apply and where they must not be used.

Count: 6 published

Rejections

Documented rejection of attractive but incorrect approaches with detailed rationale.

Count: 6 published

About

Meta-information about the authority's methodology, evidence handling, and boundaries.

Count: 1 published

Navigation Principles

The framework emphasizes reasoning-first navigation with static, predictable structure over dynamic content discovery.