Sixty million school children’s personal information exposed. Thousands of flights canceled . A venerated retailer brought to its knees . Dire warnings from public officials about urgent threats to our national security. This isn’t speculative fiction. These are all real incidents that have happened in the last year. The stakes in cyberspace are high and growing, especially as the LLM boom means society is increasingly reliant on software. Yet, repeated incidents show we are not doing enough to