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Topic · Artificial Intelligence

Multimodal AI

Models that see, hear, speak and act across text, image, audio, video and sensor data.

Parallax Index
70 +3
Multimodal AI

Why now?

  • Video and audio understanding are unlocking physical-world and customer-facing use cases
  • Real-time voice is becoming a primary interface
  • Multimodality is the bridge between digital agents and physical AI

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Frontier and open-weight models, reasoning systems, small models and the economics of intelligence.

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Physical AI

AI systems that perceive, reason and act in the physical world: robots, autonomous machines and embodied models.

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