Falsifiability
A claim is only worth something if you know what observation would refute it.
Falsifiability, borrowed from philosophy of science, is the property of a claim that some possible observation would show it false. A claim no observation could contradict carries no information, however confident it sounds.
In engineering the idea has an unusually concrete form: a test is worthless until it has been seen to fail. A test written after a fix, added to a green suite, proves only that the suite is still green. Revert the fix, watch the test go red, restore the fix — now the test is a real net. Skipping that step is how a suite accumulates assertions that were never wired to anything, which is the same species of problem as Vacuous Truth.
The rule generalizes to any guard. Before trusting a lint rule, a schema check, or a CI gate, delete the thing it protects and confirm the gate reds. Guards that cannot fail read as guarantees, and a guarantee that is not one is worse than a known gap — see Silent Failure.
It also disciplines prose. "This cast is required because the checker demands it" is a falsifiable claim: delete the cast and typecheck. If you have not run that experiment, the honest sentence is that the cause is not established. Writing the confident version instead is the trap described in Plausible Mechanism.
See also5
Root Cause Analysis
Escalating past the visible symptom until you find the layer that actually produced it.
Method49 connections
Assertion
The statement in a test that must hold, and the only part that can actually fail.
Testing & Verification14 connections
Coverage Gate
A build check that fails when coverage falls below a threshold, and what that pressure produces.
Testing & Verification16 connections
Ground Truth
The measurement that arbitrates, as opposed to the artifact that merely reports.
Method95 connections
Exhaustive Claim
A statement of the form "the last one" or "nothing else does this" — load-bearing, and only as good as the search behind it.
Method23 connections
Related2
Nearby in the graph rather than deliberately chosen. Looser, sometimes surprising.
Linked from46
- Adversarial ReviewAgents & Language Models
Reviewing work with an explicit mandate to refute it, from a perspective that did not produce it.
- AssertionTesting & Verification
The statement in a test that must hold, and the only part that can actually fail.
- Betteridge's Law of HeadlinesMethod
any headline phrased as a question can safely be answered "no".
- Broken Windows TheoryMeaning & Society
The hypothesis that visible disorder invites serious crime, and the long dispute over whether the evidence supports it.
- Character EncodingSystems & Tooling
The mapping between characters and bytes, and the source of a specific family of invisible bugs.
- Chekhov's GunMeaning & Society
The convention that a conspicuously introduced story element must pay off later.
- Confirmation BiasMethod
The tendency to search for, interpret, and recall evidence in ways that favor what you already believe.
- Correlation and CausationMethod
Two things moving together is evidence for a causal link but never proof of one, or of its direction.
- Coverage GateTesting & Verification
A build check that fails when coverage falls below a threshold, and what that pressure produces.
- Cunningham's LawMeaning & Society
The observation that posting a wrong answer online gets a faster correction than asking a question.
- DispersionMatter & Energy
Refractive index varies with wavelength, so a medium bends colors by different amounts.
- Exhaustive ClaimMethod
A statement of the form "the last one" or "nothing else does this" — load-bearing, and only as good as the search behind it.
- Fair-Play MysteryMeaning & Society
The convention that a detective story must give the audience every clue it needs to solve the case.
- Fermi EstimationMethod
Reaching a defensible order-of-magnitude answer by decomposing a question into estimable factors.
- GlobSystems & Tooling
Wildcard pattern matching over filenames, similar enough to regular expressions to mislead.
- Ground TruthMethod
The measurement that arbitrates, as opposed to the artifact that merely reports.
- HallucinationAgents & Language Models
Fluent, confident output that is not grounded in anything real.
- Inertial Frame of ReferenceMatter & Energy
A coordinate system in which an undisturbed body moves at constant velocity, and none is privileged.
- KayfabeMeaning & Society
Professional wrestling's maintained fiction that staged events are real.
- Kuleshov EffectMeaning & Society
Juxtaposed shots produce a meaning that exists in neither shot alone.
- LetterlockingMeaning & Society
Folding, slitting and sealing a letter so the sheet becomes its own tamper-evident envelope.
- Mechanistic InterpretabilityAgents & Language Models
Reverse-engineering the computation a trained network learned into human-legible features and circuits.
- Modern Monetary TheoryMeaning & Society
A macroeconomic account holding that a currency issuer is constrained by real resources and inflation rather than by revenue.
- Monty Hall ProblemMethod
A conditional-probability puzzle in which switching wins twice as often as staying.
- Motte and BaileyMethod
Defending a modest claim while trading on a bolder one made under the same name.
- Occam's RazorMethod
Prefer the explanation with fewer assumptions, not the one that is simplest to state.
- Plausible MechanismMethod
A causal explanation that was inferred rather than tested, and reads as more rigorous for being specific.
- Poe's LawMethod
without a clear signal of intent, sincere extremism and parody of it are indistinguishable.
- Prototype TheoryMeaning & Society
Categories are organized as graded resemblance to a best example rather than defined by necessary and sufficient conditions.
- RegressionMethod
A previously working behavior that a change has broken.
- Regulatory CaptureMeaning & Society
Regulators coming to serve the industries they oversee, and why the word is often overused.
- Rent-SeekingMeaning & Society
Spending resources to capture existing value instead of creating new value.
- Reproducible CaseMethod
The smallest set of steps that reliably produces a fault, and the unit of real debugging.
- Rolling ResistanceMatter & Energy
The energy a rolling tire loses to deformation, and why more pressure stops helping.
- Root Cause AnalysisMethod
Escalating past the visible symptom until you find the layer that actually produced it.
- Rubber Duck DebuggingMethod
Explaining a problem aloud, in full detail, to a listener who cannot help — and finding the fault while explaining it.
- Segmented SleepBody & Medicine
The claim that pre-industrial night sleep came in two blocks separated by a waking interval, and the dispute over how general that was.
- Sensitivity and SpecificityMethod
The two error rates of a test, and why neither answers the question a person actually asks.
- Silent FailureMethod
A failure that produces no signal, so the absence of an error reads as success.
- Specific Absorption RateMatter & Energy
The rate at which tissue absorbs radiofrequency energy, measured in watts per kilogram.
- Terror Management TheoryMeaning & Society
The experimental claim that reminders of death increase defense of one's worldview and self-esteem.
- Test-Driven DevelopmentTesting & Verification
Writing a failing test first, making it pass, then improving the code with the test as a net.
- Truncation BiasMethod
Reading a truncated result as if it were the whole result, so every counterexample is invisible.
- Uncanny ValleyDesign & Interface
The proposed dip in affinity as a likeness approaches, without reaching, the human.
- Vacuous TruthMethod
A statement that holds only because its subject set is empty — a green result that measured nothing.
- Write-Ahead LoggingComputation & Algorithms
Recording the intent of a change durably before applying it, so a crash can be recovered.