System Cards - Bryant McGill

# System Cards **Entity class:** Documentation concept **Domain:** Artificial intelligence / transparency / evaluation **Maturity:** Developed ## Definition System cards are company-authored reports describing an AI system's capabilities, evaluations, safeguards, deployment conditions and residual risks. ## Mechanism and significance They translate technical evidence for broader scrutiny, but they are not automatically peer-reviewed research and remain products of the organizations releasing the systems they assess. ## Source route - [[research/David Robinson on OpenAI Safety, Superintelligence, and the Transhumanist Transition|David Robinson on OpenAI Safety, Superintelligence, and the Transhumanist Transition]] ## Relationships [[wiki/AI Safety|AI Safety]] · [[wiki/Scientific Literacy|Scientific Literacy]] · [[wiki/Evaluation Awareness|Evaluation Awareness]] · [[wiki/AI Governance|AI Governance]] ## Evidence boundary A system card documents a safety case; it does not by itself prove that the system is safe or that every relevant risk was tested. ## Simple Reminders, Quotations, and Thoughts  > “My primary responsibility was the technical documentation that we published—the reports about why we believed our deployments were safe. I don’t think that we, our peers or really anyone in the industry is being safe enough. OpenAI and its peers are now producing a technology that is more capable and poses more risk than what was being made even six months ago.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/AI Control/The AI Industry Is Not Safe Enough by David Robinson|The AI Industry Is Not Safe Enough by David Robinson]] > “A technical explanation of frontier AI has to pass two gates. It has to remain faithful to how the technology actually works, with the technical people able to say, ‘Yes, this is right.’ It also has to be something a motivated, reasonable person can dig into and understand.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/Scientific Literacy/Frontier AI Explanations Must Pass Technical and Public Tests by David Robinson|Frontier AI Explanations Must Pass Technical and Public Tests by David Robinson]] > “A system card is a strange hybrid document. It looks like a research paper but is not peer-reviewed, and it comes from a company while going into detail about the evaluations, safety measures, guardrails, challenges and residual risks of a model.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/Scientific Literacy/System Cards Resemble Research Without Peer Review by David Robinson|System Cards Resemble Research Without Peer Review by David Robinson]]