Why AI Still Gets The Real World So Wrong
Ofir Mulla spends his days inside the uncomfortable edge cases of AI perception, where systems misread shadows as people, mistake celebration for aggression, and struggle to understand why context matters more than pixels.
As cofounder and CTO of Lumana, Ofir joins Machine Dreams to explain why most AI-driven cameras still fail at understanding real-world human behavior and what it actually takes to build systems that can learn context, adapt to environments, and reduce dangerous false alerts.
From kindergartens flagged in the middle of the night to stadium crowds misread as threats, this…
The skinny
The skinny isn't ready yet — notes appear once the transcript is processed.