AI Coin Analysis Takes Another Step Forward - Live Video Analysis
AlbumNerd
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In my previous research post on AI coin analysis, I predicted that:
"AI is now just two steps away from surpassing human graders. The next step is AI being able to analyze a live video feed. The final step is integrating live video into a robotics platform. The AI would be able to analyze a coin in real-time. Like a human, it can dynamically rotate a coin to see all angles."
I'm excited to share that we have taken a significant stride toward realizing that vision.
On January 31, 2025, OpenAI introduced its groundbreaking o3-mini model, a frontier reasoning model capable of live video analysis. I tested its capabilities using two ANACS slabs, focusing on grading accuracy and accessibility for users to analyze coins live with AI.
Check out this video recording of my conversation with o3-mini on 03/02/2025 where I prompted it to analyze, evaluate, and grade a coin based on what it saw.
Link
This development promises to transform the way we interact with and evaluate coins. Although I tested only two coins and do not claim that flawless AI coin analysis is here yet, it's clear that AI advancements are accelerating rapidly.
I observed some significant limitations during testing:
- I had to prompt the AI to move on to the next step; it did not proactively suggest adjusting the coin's angle or lighting like a human would
- The model does not appear to process a continuous live stream but rather analyzes an image every certain number of frames. I'm excited to see when true livestream is implemented.
Comments
Could TPGs enable AI to detect counterfeits. I have wondered if that is already being deployed to some degree on a beta basis
Of course it can. It should be able to detect minute differences in the width and location of the design and also pick out repeating marks on known fakes it has seen. IMO, AI will do this better and before it ever learns to grade.