13.10.2026 · VXHEAVEN Research
What has reproduced when an AI agent appears on another machine? This analysis separates semantic carriers, agent processes, and complete inference units, then proposes a dependency-aware framework for evaluating AI replication.
28.09.2026 · VXHEAVEN Research
ClosedQuorum raises a precise question for AI virology: what changes when malware delegates action selection to language models? This case study separates control, capability, and reproduction, with explicit limits on the available evidence.
28.09.2026 · VXHEAVEN Research
An attacker may not need to rebuild an assistant’s integrations if they can redirect its authority. The Muse case illustrates why local execution, agent control, and access to protected resources must remain separate security boundaries.
15.09.2026 · 29A / VXHEAVEN Research
A technical analysis of Morris II and the transition from classical prompt injection to self-propagating malicious logic in AI-enabled systems.