Probability of catastrophic outcomes, conditioned on what we know.
Capital for
safer intelligence.
We invest in the control layer for an increasingly autonomous world.
Agent security, assurance and resilient infrastructure — technical systems that make advanced AI more measurable, constrained, verifiable and recoverable.
Higher capability
requires higher control.
As systems gain autonomy, the relevant control surface expands from model behavior to identity, tools, compute, data, deployment and recovery. We invest where that control surface becomes infrastructure.
AI Safety
Evaluations, interpretability and monitoring that turn uncertain behavior into evidence.
AI Security
Identity, permissions, runtime policy and containment for systems that can act.
AI Resilience
Recovery, portability and continuity infrastructure that keeps failure reversible.
The control layer.
Four technical control points where capability growth creates new infrastructure requirements.
Agent Security
Identity · provenance · tool permissions · runtime protection
↗ 02AI Assurance
Evaluation · red teaming · interpretability · continuous evidence
↗ 03Secure Infrastructure
Confidential compute · attestation · controlled deployment
↗ 04Resilience
Recovery · portability · continuity · operational optionality
↗Ideas in motion.
Research notes on the shifts moving AI safety and security from model properties toward a full infrastructure stack.
The new security perimeter is the agent.
Identity, permissions and runtime control become infrastructure once software can act.
A model card is not enough.
Autonomous systems need continuous technical evidence, not one-time documentation.
Secure AI is a systems problem.
The boundary includes compute, weights, data, tools, identity and recovery.
Research.
Capital. Impact.
Independent capital for founders building the technical guardrails around increasingly capable AI.
More intelligence.
Better control.
The objective is not less progress. It is progress with stronger measurement, enforceable controls and recoverability.
Contact P(DOOM) ↗