They hallucinate
Confident lies with citations
They get injected
One prompt to bypass everything
They break silently
No error. No log. Just wrong.
And yet, we hand them real-world decisions.
This is the flaw.
It needs laws.
Execution Model
Lawful State EvolutionAI systems no longer try to follow rules. They are structurally incapable of violating them.
A runtime.
Constraints live outside the model. The model's opinion is irrelevant.
Z3 theorem prover validates every policy. Mathematically. Before deployment.
Invalid actions die before execution. No recovery needed. No damage done.
Write policies in CSL — Constraint Specification Language. Human-readable. Machine-enforceable. Not a prompt. A specification.
STATE_CONSTRAINT limit {
WHEN role == "MANAGER"
THEN amount <= 250000
}Z3 theorem prover checks reachability, consistency, and conflict-freedom. Your policy is mathematically proven correct before a single agent runs.
$ chimera-runtime verify policy.csl Syntax ✓ Z3 SAT ✓ Consistent Conflicts ✓ None found
Every agent action passes through the constraint guard. The guard is deterministic. Not probabilistic. Not negotiable.
Agent: transfer($500K) Guard: BLOCKED [manager_limit] → amount 500000 > limit 250000 → Audit record: dec_8f3a2b...
No exceptions. No bypass.
Before Chimera
“The model should follow this rule...”
After Chimera
“The system cannot violate this rule.”
Decisions
ALLOW / BLOCK in real-time
Traces
Full causal reasoning chain
Intervention
Halt, override, resume
Fleet
Multi-agent monitoring
Chimera doesn't just stop violations. It explains them.
This is not explainability. This is causal accountability.
EU AI Act
When you enforce deterministic constraints by design, compliance follows automatically.
Annex IV
Auto-generated documentation
Art. 14
Human oversight built-in
Art. 12 & 86
Complete auditability
One line. Full control.
Cloud control scales with you.