Why AI Systems Fail in Production - And How to Fix It

Straight Answer The Pentagon is building its own large language models. This is not a vanity project - it is a structural signal. The DoD has concluded that commercial LLMs cannot meet military requirements for data sovereignty, adversarial robustness, and classification-aware inference. For anyone building AI productivity tools or automation pipelines, this matters: the largest single buyer of technology on the planet is forking away from the commercial AI stack. That creates both competitive p