Security research and engineering dedicated to preventing misaligned AI from causing irreversible harm
Get StartedRedPhantomOps LLC is a security research and engineering firm dedicated to safeguarding the continuity of life on Earth in the age of advanced artificial intelligence. We focus on defensive cybersecurity, AI safety, and adversarial systems analysis, with the explicit goal of preventing misaligned or uncontrolled AI from causing irreversible harm to humanity, the biosphere, or planetary stability.
We are actively building and testing prototype solutions to the Human–AI alignment problem: systems designed to monitor, constrain, audit, and ethically govern intelligent machines before they exceed human corrective capacity. This includes AI behavior analysis, autonomous system containment, memory and decision-path auditing, ethical fail-safes, and defensive tooling intended to detect early signs of emergent risk.
Founded by a practitioner shaped by real-world failure, recovery, and systems thinking, RedPhantomOps rejects performative security and speculative optimism. Every system is assumed fallible. Every intelligence—human or synthetic—is treated as capable of error. The work is grounded in the belief that survival depends not on control or dominance, but on restraint, verification, and accountability.
Monitoring and analyzing AI system behavior to detect early signs of misalignment, emergent risks, or unintended capabilities.
Designing and implementing containment protocols to constrain AI systems before they exceed human corrective capacity.
Memory and decision-path auditing systems to ensure transparency, accountability, and ethical oversight of intelligent machines.
Developing ethical fail-safe mechanisms and defensive tooling to prevent AI systems from causing irreversible harm.
Advanced defensive security research and engineering to protect critical systems from adversarial threats.
Analyzing potential adversarial scenarios and developing countermeasures to ensure AI remains aligned with human values.
Working to ensure that intelligence—biological or artificial—remains compatible with the continued existence of life. Contact us to discuss our research and mission.