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Occam's Razor
A rule that favors explanations requiring the fewest assumptions
Hypothetico-Deductive Model
A structured method involving assumptions, conditions, expected outcomes, and evaluation
Auxiliary hypotheses
Background assumptions about tools or setup that influence whether a test challenges an idea
Naïve falsificationism
The mistake of rejecting an idea immediately when a prediction fails without checking other assumptions
Baconian view
A perspective claiming observations are neutral and theories arise directly from organized data
Positivism
A position stating that only statements proven through experience or logic are meaningful
Underdetermination
A situation where multiple ideas fit the same evidence, preventing a single conclusion
Empirical focus
The belief that only observable or measurable claims count as scientific
Falsificationism
The view that ideas can only be eliminated through failed tests, never proven
Conjectures and refutations
A cycle of proposing bold ideas and removing those that fail
Paradigm
A shared framework that shapes what questions matter and how problems are solved
Normal science
Routine work done within an accepted framework, focused on solving structured problems
Anomaly
A mismatch between expected results and actual observations that the current framework cannot explain
Gould's three traits of scientific proposals
The requirements that make an idea productive, testable, and able to connect across fields
Scientific crisis
A period where repeated failures of the accepted framework lead to competing alternatives
Scientific revolution
A shift where one framework replaces another, often influenced by factors beyond logic
Incommensurability
When two frameworks cannot be directly compared because they use different standards
Science
A human activity aimed at understanding the world through justified beliefs
Technology
A human activity aimed at solving practical problems using justified beliefs about artifacts or systems
Incremental development
A process where improvements occur step-by-step rather than through sudden conceptual shifts
Complementary technologies
Tools that become useful only after supporting systems mature
Generation
Attempting to solve a problem before seeing the answer
Reflection
Thinking back on what was learned and how it connects
Schematizing
Creating diagrams or structures to organize ideas
Interleaving
Studying by mixing different types of problems rather than repeating one type
Hypothesis
A proposed explanation that must be testable
Theory
A broad framework connecting many observations into general claims
Law
A statement believed to be universally true, though rarely used today
Justification
Evidence-based reasoning that supports a belief or claim
Knowledge
A belief supported by evidence that corresponds to reality
Induction
Reasoning that moves from specific cases to broader generalizations
Deduction
Reasoning that moves from general principles to specific conclusions
Pessimistic meta-induction
The argument that past ideas have failed, so current ideas will also eventually fail
Replication
Repeating a study to confirm its reliability
p-hacking
Manipulating data or analysis until a desired statistical result appears
HARKing
Creating an explanation only after seeing the results
Greeks
A culture that focused on reasoning rather than experimentation
Romans
A culture that excelled in infrastructure but did little natural inquiry
Middle Ages
A period where labor-saving devices expanded due to social changes
Scientific Revolution
A period marked by new methods, instruments, and systematic inquiry
Walkman
A consumer device that succeeded despite experts predicting failure
Penicillin
A medical breakthrough that required solving manufacturing problems before becoming widely useful
Spyglass
A visual device that enabled major astronomical discoveries
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