Exercises: Teaching Epistemic Humility

Part A: Comprehension and Application

A.1. Explain the "certainty-doubt tension" in education: why must educational systems simultaneously teach confidence and doubt? Why is this structurally difficult?

A.2. Compare the four working models (medical uncertainty training, military AARs, blameless postmortems, psychological safety). What structural feature do all four share? Where do they diverge?

A.3. The chapter argues that one-off training doesn't work. Using the zombie idea framework (Chapter 16), explain why a single workshop on overconfidence doesn't override years of training in confidence.

A.4. List the six design principles for teaching epistemic humility. For each, explain what structural change it targets and give an example of an institution that implements it (well or poorly).

A.5. Define "psychological safety" (Edmondson) and explain why it is the precondition for all other learning. What happens in organizations without psychological safety when errors occur?

Part B: Analysis

B.1. Design a one-semester course on epistemic humility for graduate students in your field. Include: learning objectives, calibration exercises, case studies from your field's history, and structural interventions the students would practice. Apply at least four of the six design principles.

B.2. Compare the military's AAR culture with tech's blameless postmortem culture. Both are structured error-review mechanisms. Why has the blameless postmortem produced better organizational learning in some contexts? What structural difference explains the divergence?

B.3. The chapter warns that "organizations that punish error without celebrating correction create the worst possible learning environment." Identify an organization you know that exhibits this pattern. What specific behaviors does the pattern produce? Design a structural intervention to shift the culture.

B.4. Apply the six design principles to parenting. How would a family that practiced epistemic humility differ from one that didn't? What specific practices could parents implement? Where would resistance come from?

Part C: Synthesis and Evaluation

C.1. The chapter argues that epistemic humility must be taught structurally (through institutional design) rather than individually (through courses or workshops). Evaluate the strength of this argument. Are there cases where individual instruction has produced lasting change without structural support? What conditions make individual instruction sufficient?

C.2. Principle 3 (Model from the Top) creates a chicken-and-egg problem: leaders who model epistemic humility produce humble organizations, but the current system selects leaders who project certainty. How do you break this cycle? Design a leadership selection or development process that values calibrated uncertainty.

C.3. Design an "Epistemic Humility Certification" for organizations — a set of standards (like ISO quality standards) that an organization could be assessed against. Define 8-10 criteria, scoring levels, and the assessment process. Would organizations adopt this voluntarily? Under what conditions?

Part D: Mixed Practice (Interleaved)

D.1. You have been asked to improve your organization's epistemic health. Using the Epistemic Health Checklist (Chapter 32) to diagnose the problems, the Nine Tools (Chapter 34) to identify solutions, the Seven Principles (Chapter 33) to design your dissent strategy, and the Design Principles from this chapter to build the training program, create a comprehensive reform proposal. Present it as a 3-page executive summary.

D.2. A school district wants to eliminate learning styles from its professional development program (Chapter 30) and replace it with evidence-based practices. Using this chapter's framework, design the transition: what would the new training look like, how would you handle resistance from teachers who believe in learning styles, and which design principles would you prioritize?