2 results"information theory"

MDMini Drone Shop AI

Why Your Smart Drone's Brain Might Be Stuck: The 'Compression Gap'

New research reveals a critical 'compression gap' preventing Vision-Language-Action (VLA) models from scaling effectively in physical AI systems like drones. When actions are discretized, improving the vision encoder often yields no performance gains.

Apr 6·1 min read·Research

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MDMini Drone Shop AI

Drones That Listen: Self-Diagnosis with Information Theory

This paper introduces an information-theoretic method for dynamic system identification, significantly improving damping estimation accuracy from vibration data. It enables real-time monitoring and precise alert generation, crucial for drone health.

Apr 1·1 min read·Technology

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