Credencing Discussion Groups & Session Guides

Discussion Groups

Session plans, discussion questions, scenarios, historical examples, and facilitator guidance for groups studying credencing together.

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Part 01Program Sequence Part 02Facilitation

Section Contents

Organized reading blocks

10 mapped pages

Program Sequence

A session-by-session route from credences to AI, institutions, and public reasoning.

Page 01

Group Discussion Guide

A practical guide for using Credencing in classrooms, clubs, reading groups, workshops, and civic discussion circles.

Read

Page 02

Session 1: Credences and Confidence

This session introduces credences as degrees of confidence rather than simple yes-or-no belief.

Read

Page 03

Session 2: Evidence and Perception

This session separates evidence in the world from what people notice, interpret, remember, and feel.

Read

Page 04

Session 3: Priors, Base Rates, and Likelihoods

This session teaches participants to use background rates and diagnostic evidence before jumping to conclusions.

Read

Page 05

Session 4: Updating and Changing Minds

This session treats changing one’s mind as a rational skill rather than a social defeat.

Read

Page 06

Session 5: Bias, Identity, and Core Rationality

This session examines how fear, loyalty, status, and identity can pull assigned confidence away from perceived evidence.

Read

Page 07

Session 6: Uncertainty, Action, and Risk

This session separates what confidence is warranted from what action is appropriate under risk.

Read

Page 08

Session 7: Media, Institutions, and Public Debate

This session applies credencing to journalism, organizations, public debate, and institutional trust.

Read

Page 09

Session 8: AI, Expertise, and the Future

This session uses credencing to discuss AI systems, expert judgment, overtrust, and future decision-making.

Read

Facilitation

Support material for running the sequence with groups.

Page 10

Facilitator Toolkit

The facilitator toolkit provides practical methods for running fair, focused, and productive Credencing discussions.

Read

Related Paths

Skills

Practical exercises for thinking in credences, updating with new evidence, estimating priors, avoiding base-rate neglect, and asking better questions.

2 clusters / 12 pages

Library

Books, papers, essays, glossary entries, references, visual archive, teaching materials, downloads, and project notes.

4 clusters / 50 pages

Applications

Where credencing matters: science, medicine, journalism, law, public debate, AI alignment, personal decisions, and institutional diagnostics.

2 clusters / 10 pages