Document Type: Framework
Status: Active
Version: v1.1
Authority: MWMS HeadOffice
Applies To: Experimentation Brain, Affiliate Brain, Finance Brain
Parent: Experimentation Brain
Last Reviewed: 2026-04-09
Purpose
This page defines how confidence moves between stages as experimental evidence develops.
Confidence progression ensures confidence changes only when signal conditions justify movement.
This page governs confidence movement discipline, not confidence stage definitions.
Confidence stage definitions are governed by:
Experimentation Brain Signal Confidence Framework.
This page protects decision quality by preventing premature confidence escalation and by ensuring regression occurs when signals weaken.
Core Principle
Confidence movement must reflect evidence movement.
Confidence should increase only when signal conditions justify increased trust.
Confidence should not advance due to isolated positive indicators.
Confidence should regress when evidence stability decreases.
Role in System Structure
Signal Confidence Framework
defines confidence stage meaning.
Confidence Progression Model
defines when movement between stages is justified.
Confidence movement occurs only when evidence demonstrates sufficient reliability progression.
Confidence Movement Conditions
Confidence should progress when the following improve together:
signal consistency increases
signal repeatability increases
noise levels decrease
interpretation clarity strengthens
hypothesis support strengthens
cross-test confirmation increases
Confidence should remain stable when:
evidence remains inconclusive
signal behaviour fluctuates
sample size remains insufficient
interpretation clarity is incomplete
signal conflicts remain unresolved
Confidence should not progress when:
evidence is unstable
signals contradict each other
behavioural patterns are unclear
results depend on isolated observations
noise levels remain high
Confidence Regression Conditions
Confidence may move downward when:
signal volatility increases
unexpected behaviour patterns appear
performance consistency decreases
evidence contradicts prior interpretation
hypothesis support weakens
environmental instability increases
previous signal clarity reduces
Confidence regression protects capital stability and learning integrity.
Confidence Hold Conditions
Confidence may remain in the same stage when:
additional confirmation is required
interpretation clarity is still improving
behavioural consistency is forming
signal structure is still developing
Holding confidence stable prevents premature scaling pressure.
Confidence Progression Discipline
Confidence progression should occur gradually.
Confidence should not skip structural stages.
Confidence should reflect accumulated learning stability.
Confidence progression must remain interpretable by HeadOffice, Affiliate Brain, and Finance Brain.
Confidence movement should remain explainable in decision review contexts.
Relationship to Other Pages
Experimentation Brain Signal Confidence Framework
defines the structure of confidence levels.
Experimentation Signal Strength Classification
defines observed signal quality.
Experimentation Evidence Maturity Levels
defines development level of evidence.
Experimentation Evidence Validation Criteria
defines minimum reliability standards for evidence.
Experimentation Brain Test Interpretation Discipline
governs interpretation behaviour before confidence adjustment.
Experimentation Financial Signal Sensitivity
ensures confidence remains economically realistic.
Architectural Role
This page governs the logic determining when confidence movement is justified.
Confidence progression logic supports:
decision progression discipline
capital exposure discipline
learning stability discipline
scaling readiness discipline
Future Expansion
Future versions may include:
confidence progression scoring models
automated regression detection logic
confidence stability indicators
confidence dashboards
confidence movement audit trails
Change Log
Version: v1.1
Date: 2026-04-09
Author: MWMS HeadOffice
Change:
Refined role of Confidence Progression Model to focus on confidence movement logic rather than confidence stage definitions.
Clarified separation between:
Signal Confidence Framework
Confidence Progression Model
Improved structural alignment with Experimentation Evidence stack.
END – EXPERIMENTATION CONFIDENCE PROGRESSION MODEL