Matrix CR Studio

We don't just consult on quantum threats. We built and ran the full Shor-ECDLP attack circuit on real IBM Quantum hardware, published every job ID, and when our own re-analysis showed the key recovery was classical rather than a quantum break, we corrected the claim ourselves. We know the attack because we built it; we know the defense because we run it in our own stack; and we tell you exactly where the science actually stands.

01

Independent Control Plane

A self-maintaining, self-monitoring AI infrastructure that operates on dedicated hardware the studio controls. No cloud dependency. No external kill switches. Your engagement inherits that independence: you own the result, not a rented control plane.

02

Real Hardware, Honestly Audited

We don't theorize about quantum threats. We run the circuits. Full Shor-ECDLP and QPE circuits executed on real IBM Quantum hardware with public job IDs. We also audited our own claims: the key recovery was classical (we say so), and the earlier α = 1/137 reading was re-analysed and retracted. Real execution, stated at its honest floor.

03

Architecture Over Compute

The stack runs on commodity-class hardware, not a fleet of rented cloud instances, and the discipline, not the horsepower, is what does the work. Coherence beats compute.

04

Constraint-First Design

Every agent has hard limits, enforced in code at the runtime boundary, not in a prompt, not in a policy document. No self-replication. No privilege escalation. No autonomous network expansion. An agent that exceeds its scope doesn't get a warning; it raises an exception and writes the attempt to the audit log.