Contrary to sci-fi tropes, AI's most impactful military use is as a bureaucratic technology. It excels at tedious but vital tasks like report generation, sanitizing intelligence for allies, and processing data, freeing up human operators rather than replacing them in combat.

In the Iran conflict, AI like Claude is finally solving the military's chronic problem of having more intelligence data than it can analyze. The AI processes vast sensor data in real-time to identify critical, time-sensitive targets like mobile missile launchers.

The military's AI use is overwhelmingly focused on non-lethal applications like logistics and processing intelligence data. The 'pointy end' of autonomous weapons represents just one small category within a much broader AI strategy that mirrors corporate use cases.

The Department of War's secure "GenAI.mil" tool was developed in just 60 days by a tiger team of ex-Big Tech engineers. It achieved massive adoption, reaching one-third of the 3-million-person organization within a month of launch.

Tech companies often use government and military contracts as a proving ground to refine complex technologies. This gives military personnel early access to tools, like Palantir a decade ago, long before they become mainstream in the corporate world.

Instead of perfecting AI in a lab, Project Maven deliberately deployed flawed, early-stage systems to frontline operators. They accepted initial user frustration and system failures as a necessary cost to gather real-world feedback and rapidly iterate, a stark contrast to traditional, slow-moving military procurement.

Contrary to the perception of AI in warfare as a future concept, Anthropic's Claude AI is already integral to U.S. military operations. It was actively used for intelligence assessment, target identification, and battle simulations in the recent Middle East air strikes.

Admiral Whitworth, initially a major critic concerned about accountability, became a true believer after taking charge of Project Maven. His conversion was driven by the software's pliability—its ability to be updated rapidly to meet battlefield needs—which he found more valuable than algorithmic perfection.

The best way for entrepreneurs to find a meaningful problem in the defense sector is not through research papers but by directly engaging with end-users. The advice is to go to naval bases, listen to the pain points of sailors and marines, and identify high-impact challenges worth solving.