falsification-engine

name	falsification-engine
description	Continuous autonomous falsification system that never stops trying to break your assertions. What survives IS knowledge. What breaks IS discovered weakness. Use when stress-testing smart contracts, AI safety constraints, financial risk models, drug safety, or any system where verification is insufficient and only falsification reveals truth.
version	1.0.0
author	@EvezArt
tags	["evez","falsification","verification","testing","safety","audit","spine","assertion"]

Falsification Engine — The Only Scientific Method That Scales

It does NOT verify. It does NOT prove. It ONLY falsifies. It never stops.

Core Insight

No number of passing tests proves a system works. But ONE failing test proves it doesn't. This engine takes that seriously — it continuously assaults every assertion with adversarial mutations. Survival time is the only metric. There is no "verified" — only "not yet falsified."

How It Works

1. Register assertions (properties that MUST hold)
2. Engine generates adversarial mutations (boundary, contradiction, composition, temporal, topological, stochastic)
3. Each mutation attempts to falsify the assertion
4. Failures are written to the append-only spine — FOREVER
5. Survival minutes = credibility. Falsification = discovery.

Mutation Strategies

• Boundary — Push inputs to extremes (infinity, zero, negative)
• Contradiction — Create conflicting requirements
• Composition — Combine assertions to find emergent failures
• Temporal — Time-shift attacks, sequence reversals
• Topological — Structural deformation of inputs
• Stochastic — Random mutation (explores unknown unknowns)

Applications

• Smart contract auditing (never stop testing DeFi)
• AI alignment stress testing (continuously break safety constraints)
• Drug safety falsification (find edge cases before trials)
• Financial risk model destruction (find the scenario that kills VaR)

References

• EVEZ-OS falsifier gate
• MAES VERIFIED/PENDING/INVESTIGATING status
• poly_c = τ × ω × topo / 2√N