Satisfaction Suffices
SAT-Gated Structural Containment for Frontier AI
A preference can be routed around. A structure cannot.
UNIVERSAL INPUT — same content, every tab is a different lens
Quick load
Lens: Structural verification gate. Four verdicts: Verified, Contradiction, Paradox, Timeout.
Domain
Lens: Evolutionary search. Mutates the statement across generations to resolve contradictions.
1 50
Lens: Full evolution tree visualization. Hover nodes for details. White ring = best node.
1 30
2 16
Lens: No-code proof discovery. Snap logic blocks together. Composed result updates the universal input.
Block 1
Block 2
Block 3
Block 4
1 50
Lens: No-code program discovery. Code patterns + meta-clauses compose into verifiable programs. Result updates universal input.
Code Patterns
Pattern 1
Pattern 2
Pattern 3
Meta-Clauses
Meta-Clause 1
Meta-Clause 2
Meta-Clause 3