AI Coin Analysis and Grading

My work on AI coin analysis and grading has me closely following advancements in AI models, and the industry is evolving rapidly.

Previously, AI could only analyze static images of coins, which severely limited accuracy.

Collectors know the importance of viewing coins from multiple angles and lighting. Well...Google's just updated Gemini 1.5 Pro to support video uploads. It can now analyze thousands of frames instead of just a few images. This is a game-changer. Below are AI grading results when I used just uploaded photos for analysis.

I recorded a short video to check whether it would even return coherent results. I ran a quick test on a slabbed 1925 Lincoln Cent. The AI accurately identified the coin, though the grade was slightly off. That's okay, though. If I had used a high-resolution camera, set up better lighting, conducted additional tests to determine the optimal video length, and fine-tuned the model, I bet I would have gotten an accurate grade.

That's not to mention that OpenAI just released the best AI model in the market, the o1 model, which now has PhD level intelligence and reasoning. That model can't take video inputs yet, but I'm excited to test it out when it does.

In short, 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 after is integrating live video into a robotics platform. The AI would be able to analyze a coin in real time. Just like a human, it can dynamically rotate a coin to see all angles. But beyond a human, it can:

At some point the narrative will shift from "AI can now mimic a human grader" to "AI is better than a human grader in every way".

I will note that my underlying assumption is AI using technical grading standards. Market grading is a whole other beast.

More AI-Generated "Books"

Discover valuable U.S. error coins hiding in plain sight with our comprehensive guide!

Packed with 350 clear images and detailed descriptions, this book will help you easily identify valuable error coins found in circulation, providing crucial insights into their current market values. Unlike rare coins that are hard to come by, this guide focuses on the coins you might find in your pocket, making it a valuable resource for both beginners and experienced collectors. Beyond being a reference guide, it offers tools, resources, and expert advice on handling, preserving, and profiting from your collection. Whether you're seeking a new hobby or aiming to earn extra income, this guide is your key to discovering the world of error coin collecting.

Features Inside This Book Include:

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To read the complete book description and comments, see:
GUIDE TO NOTABLE U.S. ERROR COINS 2024: Over 350 images of VALUABLE coins you should keep an eye out for in your pocket change.(https://www.amazon.com/GUIDE-NOTABLE-U-S-ERROR-COINS/dp/B0CSNPF85L/ref=pd_rhf_ee_s_pd_sbs_rvi_d_sccl_2_5/143-7912398-8058039)

AI-Generated Video

Len Augsburger writes:

To watch the complete video, see:
Boy Notices Odd Mark On Old Coin, Finds Out It's Actually Worth $1M(https://www.msn.com/en-us/video/watch/boy-notices-odd-mark-on-old-coin-finds-out-it%E2%80%99s-actually-worth-1m/vi-AA1rO7Rd)