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Specialized AI vs. Universal Models #shorts
"In the real world, specialized vision detection models work better than universal models."
Jonathan Edmondson, CEO of Koshee, explains why the gap between controlled lab data and the inherent complexity of the physical world is the ultimate test for AI. While generic models look impressive on paper, real-world security requires targeted systems that can handle unpredictable lighting, obstructed views, and inconsistent human behavior.
📢 Special thanks to The Uncaged Show: https://uncagedshow.com/
This video is a segment from an interview originally hosted by The Uncaged Show. We are grateful to their team for this insightful conversation.
▶️ Watch the full episode here: https://youtu.be/pzXhQ6Qp-hc?si=8SY5Yt7jqa94Hnt4
🎧 Listen to the full episode here:
Apple Podcasts: https://podcasts.apple.com/us/podcast/bridging-virtual-and-real-worlds-with-ai-the/id1550013636?i=1000755748848
Spotify: https://open.spotify.com/episode/5pGBvxuXLedtI7I0QpAF3e?si=VZcGcB7rQm2N4Y8fen3JMQ
Connect with Koshee
🌐 Explore Koshee Protect: https://protect.koshee.ai
👥 LinkedIn: https://www.linkedin.com/company/ koshee
#Shorts #AI #KosheeSecurity #ArtificialIntelligence #PhysicalSecurity #Leadership #TheUncagedShow
Видео Specialized AI vs. Universal Models #shorts канала Koshee
Jonathan Edmondson, CEO of Koshee, explains why the gap between controlled lab data and the inherent complexity of the physical world is the ultimate test for AI. While generic models look impressive on paper, real-world security requires targeted systems that can handle unpredictable lighting, obstructed views, and inconsistent human behavior.
📢 Special thanks to The Uncaged Show: https://uncagedshow.com/
This video is a segment from an interview originally hosted by The Uncaged Show. We are grateful to their team for this insightful conversation.
▶️ Watch the full episode here: https://youtu.be/pzXhQ6Qp-hc?si=8SY5Yt7jqa94Hnt4
🎧 Listen to the full episode here:
Apple Podcasts: https://podcasts.apple.com/us/podcast/bridging-virtual-and-real-worlds-with-ai-the/id1550013636?i=1000755748848
Spotify: https://open.spotify.com/episode/5pGBvxuXLedtI7I0QpAF3e?si=VZcGcB7rQm2N4Y8fen3JMQ
Connect with Koshee
🌐 Explore Koshee Protect: https://protect.koshee.ai
👥 LinkedIn: https://www.linkedin.com/company/ koshee
#Shorts #AI #KosheeSecurity #ArtificialIntelligence #PhysicalSecurity #Leadership #TheUncagedShow
Видео Specialized AI vs. Universal Models #shorts канала Koshee
human-centered AI artificial intelligence physical security The Uncaged Show podcast security innovation AI ethics tech leadership threat detection proactive security AI in security business automation security technology leadership AI integration #Koshee #KosheeProtect AI Security Solutions AI research and testing Computer Vision vs Real World Edge AI Machine Learning benchmarks
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20 апреля 2026 г. 7:32:16
00:00:56
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