Robert Ta recounts the 1962 B-59 submarine incident, where a Soviet officer's refusal to launch prevented nuclear war. He argues AI agents need human oversight before acting, not just better models. Misinterpreted data can cause catastrophic harm.
I want to tell a quick story here. A minor incident aboard a Soviet submarine might stand as the closest the world has ever come to nuclear war. So on October 27th, 1962, at the height of the Cuban Missile Crisis, the American destroyer USS Beale began dropping depth charges on the nuclear-armed Soviet submarine B-59, which was lurking near the US blockade line around Cuba. The charges were non-lethal warning shots intended to force B-59 to the surface, but the submarine's captain mistook them for live explosives. He's convinced he's witnessing the opening salvo of World War III, and the captain angrily ordered his men to arm the sub's lone nuclear-tipped torpedo and prepare for attack. If you think about the human here, the captain being an LLM agent that is like, oh shit, like I see that. Based on that information, what should I do now? And this misunderstanding could have resulted in disaster if not for a contingency measure that required all 3 of the submarine's senior officers to sign off on a nuclear launch. The Soviet captain was in favor, but Vasiliy, B-59's second-in-command, refused to give his consent. After calming the captain down, Vasiliy coolly convinced his fellow officers to bring B-59 to the surface and request new orders from Moscow. The submarine eventually returned to Russia without incident, but it was over 40 years before a full account of his life-saving decision finally came to light. Literally, we all could have died and it just came down to one human sense-making of the world on the collective behalf of a whole nation of humans to maybe tip off a world war powered by nuclear missiles. This is a much grander scale of goal misalignment and taking signals or information and construing them as truth and then moving into the intentional stance of they have a set of beliefs. So now how do they operate on those beliefs? So I have lots of friends and family who are quite intelligent and well-educated, and they're saying things like, oh, data centers are going to like ruin people's jobs. Or what it comes down to when you kind of take it systematically, and the lesson learned from this incident is what evidences your beliefs here? And how does the agent evidence the human's beliefs to then move the human toward their goal? And that's essentially at the heart of the matter of an unsolved problem that we as an industry are facing. And we got to take off our hubris and our ego to To be like, all right, collective goal is we're all alive, happy, thriving, our children's children, same thing. I would like that someday.
