| 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
- Register assertions (properties that MUST hold)
- Engine generates adversarial mutations (boundary, contradiction, composition, temporal, topological, stochastic)
- Each mutation attempts to falsify the assertion
- Failures are written to the append-only spine — FOREVER
- 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
