Lesson 3 of 20 · Logic & Reasoning
LessonintermediateBayesian Thinking — Updating Your Beliefs
What You'll Learn
Key Concept: Adjusting confidence with new evidence
Think About This
A social media post goes viral with a claim about adjusting confidence with new evidence. Apply your critical analysis framework: source credibility, evidence quality, logical structure, potential biases, and alternative explanations.
Thinking Steps
Frame the Question
Define the core question about adjusting confidence with new evidence precisely. What assumptions are built into how it's framed?
Assess Evidence
What evidence exists? Rate each piece as strong, moderate, or weak. Note gaps.
Generate Hypotheses
Develop at least 3 possible explanations or solutions. Include one unconventional option.
Evaluate Systematically
Test each hypothesis against the evidence. What are the trade-offs? What are the risks?
Think Ahead
If your conclusion is correct, what are the second-order effects? What implications follow?
State Your Position
Present your conclusion with confidence level (%), key reasons, and what could prove you wrong.
Metacognitive Check
What biases might have influenced you? Did you use the right thinking framework? What would you research further?
Key Vocabulary
Cognitive Bias
A systematic pattern of thinking that deviates from rational judgment
Syllogism
A logical argument where a conclusion follows from two premises
Modus Ponens
If P implies Q, and P is true, then Q must be true
Correlation vs Causation
Two things happening together (correlation) doesn't mean one causes the other (causation)
Why This Matters in Real Life
From courtroom arguments to scientific peer review, logical reasoning is how society separates well-supported claims from unfounded ones.
Talk About It
Discuss these questions with a friend, parent, or classmate.
- 1Find a current event that illustrates adjusting confidence with new evidence in action. What can we learn from it?
- 2What are the limitations of this thinking framework? When might it lead you astray?
- 3How would someone from a completely different background or culture approach this differently?
- 4Design a challenge or game that would help someone practice this skill.
Check Your Understanding
Question 1
1 of 3What is the main idea of adjusting confidence with new evidence?
