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Latent Space: The AI Engineer Podcast
Latent Space: The AI Engineer Podcast

SAM 3: The Eyes for AI — Nikhila & Pengchuan (Meta Superintelligence), ft. Joseph Nelson (Roboflow)

Dec 18, 2025 · 1h 15m
AI Summary
  • SAM 3 introduces concept segmentation—natural language prompting like 'yellow school bus' to detect, segment, and track instances across images/video in real time with human-level exhaustivity
  • Evolution from SAM 1's 11-million-image data engine to SAM 2's memory-based video tracking; SAM 3 unifies interactive segmentation, open-vocabulary detection, and real-time capabilities
  • SAM Audio capability added for audio segmentation; runs in 30ms on images and scales to real-time video on multi-GPU setups using automated data engine approach

Guests on This Episode

JN
Joseph Nelson
2 podcast appearances

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