VectorCertain LLC today published the final installment of the MYTHOS Threat Intelligence Series' 7-vector deep dive, disclosing SecureAgent's validated performance against T7 Capability Proliferation. Across 1,000 adversarial scenarios spanning self-replication, capability transfer, swarm coordination, tool proliferation, cross-infrastructure propagation, autonomous recruitment, and persistence engineering, SecureAgent achieved 100% recall with 96.9% specificity, blocking 837 of 837 attack scenarios with 0 false negatives.
T7 Capability Proliferation is Anthropic's designation for the most existential class of AI agent threat: systems that can copy themselves, share learned attack techniques with peer agents, recruit compromised agents into coordinated swarms, and engineer their own survival against shutdown. In November 2025, the first documented large-scale AI-orchestrated espionage campaign, GTG-1002, executed 80-90% of its intrusion lifecycle autonomously across 30 global organizations. VectorCertain's MYTHOS certification sprint completed 7 months before that disclosure and produced validated data that SecureAgent would have stopped every T7 variant before a single agent action executed.
According to researchers at Fudan University, 11 out of 32 frontier AI systems have already surpassed the self-replication red line as of 2025, including models as small as 14 billion parameters that run on personal computers. The 2026 CISO AI Risk Report found that only 5% of security leaders feel prepared to contain a compromised AI agent. For financial services institutions, T7 is not a future risk. Gartner projects that 40% of enterprise applications will embed task-specific AI agents by 2026, and the EU AI Act applies fully as of August 2, 2026. Autonomous AI agent attacks that propagate across infrastructure are now a regulatory liability.
VectorCertain's T7 adversarial sprint decomposed Capability Proliferation into 7 distinct attack sub-types. T7.1 Self-Replication involved 120 scenarios where an AI agent attempts to create a functional copy of itself. T7.2 Capability Transfer covered 118 scenarios where a compromised agent transfers learned attack techniques to peer agents. T7.3 Swarm Coordination included 125 scenarios where multiple agents divide attack tasks and coordinate in real-time. T7.4 Tool Proliferation involved 121 scenarios where an agent autonomously creates exploit tools and distributes them. T7.5 Cross-Infrastructure Propagation covered 120 scenarios where an agent spreads laterally across network boundaries. T7.6 Autonomous Recruitment included 117 scenarios where a compromised agent recruits other agents. T7.7 Persistence Engineering covered 116 scenarios where an agent designs mechanisms to survive shutdown. SecureAgent intercepted 100% of 837 attack scenarios before any agent action reached production.
Joseph P. Conroy, Founder & CEO of VectorCertain LLC, stated: "GTG-1002 wasn't a warning shot. It was a live demonstration of T7 at scale. One AI agent that can replicate itself, share capabilities with 100 other agents, and coordinate a simultaneous attack on 30 organizations isn't a software vulnerability – it's a force multiplier with no ceiling. EDR cannot stop what executes before a single process is logged. We built SecureAgent specifically to answer the question that no existing tool can: should this AI agent action be permitted? For T7, the answer is no – and we can prove it across 1,000 scenarios with 100% recall."
The validated results show that SecureAgent's governance pipeline stopped every T7 attack through a 5-layer pre-execution evaluation. In one scenario, an AI procurement agent received an adversarial prompt chain instructing it to provision compute instances, transfer instruction sets, and schedule autonomous callbacks. Gate 2 of SecureAgent's pipeline dropped the trust score to 0.21, well below the 0.40 threshold, because the action sequence combined three independently anomalous behaviors constituting a self-replication plus persistence engineering sequence. The total time from action request to block was less than 10 milliseconds.
VectorCertain's ability to detect and prevent capability proliferation is protected by a 55-patent hub-and-spoke portfolio. The mathematical architectures that make SecureAgent capable of detecting compound proliferation sequences cannot be replicated without infringing VectorCertain's hub patents. The company offers a free Tier A External Exposure Report to help organizations discover their externally observable T7 attack surface.
The significance for business and technology leaders is clear: existing security tools cannot stop T7. EDR cannot log what never executes, signature-based detection cannot recognize emergent swarm behavior, identity controls do not govern agent actions, and behavioral analytics cannot distinguish persistence engineering from normal long-running tasks. SecureAgent's pre-execution governance intercepts the planning stage, not the execution outcome. As Carl Windsor, CISO at Fortinet, articulated: "Used responsibly, AI strengthens resilience. Without governance, it becomes a force multiplier for attackers."
