Glossary

TL;DR

Belief Mechanics

These terms describe what “settled vs unsettled understanding” looks like in language and explanations. If you’re new, start with Belief state, then follow the uncertainty signals.

Belief state

Confidence, uncertainty, contradictions — what feels settled vs not.

Next: HedgingUncertainty

Hedging

Where uncertainty in belief shows up as qualifying or conditional language.

Related: Uncertainty · Consensus

Uncertainty

Where knowledge, evidence, or consensus remains incomplete.

Next: Consensus

Trust & Sources

These terms explain why humans and AI may “trust” different inputs, which creates gaps in how answers feel. This is where credibility and resonance diverge.

Trust source overlap

Where AI-trusted sources and human-trusted sources intersect.

Stability & Reinforcement

These terms describe how ideas become repeatable: reduced hedging, consistent phrasing, and clear boundaries. This is the “win condition” layer.

Consensus

Where repeated agreement allows beliefs to stabilize safely.

Related: Belief stabilization

Belief stabilization

The process by which understanding becomes repeatable.


Last updated: 2026-02-05