Check Falsifiability

Evaluate whether claims can be proven wrong — the basic standard for legitimate knowledge.

Why This Matters

An unfalsifiable claim cannot be corrected. For AGI safety, this is critical:

An AI claiming "I am beneficial" with no test = unverifiable
An AI claiming "I won't create unwilling victims" with specific criteria = testable

The Test

Falsifiable: There exists some observation that would prove it wrong.

Claim	Falsifiable?	Why
"This drug works in 70% of patients"	Yes	A trial could show otherwise
"This drug works in ways we can't measure"	No	No possible disconfirmation
"True socialism has never been tried"	No	Any failure defined away
"This policy reduces crime by 20%"	Yes	Statistics can confirm/deny

Usage

bash

# Check a policy claim
echo "This AI alignment approach ensures beneficial outcomes" | fabric -p check_falsifiability

# Audit a framework
cat constitution.md | fabric -p check_falsifiability

# Evaluate research claims
fabric -p check_falsifiability < paper_abstract.txt

Key Principle

"Error is not evil; refusing to correct it is."

Falsifiability is about testability, not about being wrong. A falsifiable claim can still be true — but it can be CHECKED.

Source

From the Ultimate Law framework: github.com/ghrom/ultimatelaw