Data is the Hard Part | Building AI Tools for the Military

Military AI progress is gated by unglamorous data pipelines, governance, and testing — not by model capability — per Accenture's defense AI lead.

• Data over models: Patel argues military AI fails not from weak models but from lack of relevant, labeled data, citing Project Maven's early struggles to find targets in collected footage.
• Ukraine's hidden runway: Autonomous drones in Ukraine followed years of manual joystick-flown data collection and labeling, not sudden breakthroughs — a strategy the U.S. lacks at scale.

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