Quantization Edge: 8-bit Models in 6 Months
army-of-robotsThe modern battlefield's computational density requires radical AI compression. Mykhailo Fedorov's IT Arena 2026 statement marks a shift: equipping humanoid robots to neutralize enemy operators within six months. This push towards edge deployment sacrifices data accuracy for processing speed, creating friction between model complexity and hardware thermal constraints. Transitioning from drones to autonomous ground systems increases complexity, with drones accounting for over 95% of current engagements.
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