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<p>[QUOTE=&quot;Dansco_Dude, post: 25678098, member: 147679&quot;]My <a href="https://www.cointalk.com/posts/25497234/" class="internalLink ProxyLink" data-proxy-href="https://www.cointalk.com/posts/25497234/">work</a> on AI coin analysis and grading has me closely following advancements in AI models, and the industry is evolving rapidly.</p><p><br /></p><p>Previously, AI could only analyze static images of coins, which severely limited accuracy.</p><p><br /></p><p><img src="https://us.v-cdn.net/6027503/uploads/editor/s5/hvveoi33shfk.png" class="bbCodeImage wysiwygImage" alt="" unselectable="on" /></p><p><br /></p><p>Collectors know the importance of viewing coins from multiple angles and lighting. Well...Google’s just updated <a href="https://deepmind.google/technologies/gemini/pro/" target="_blank" class="externalLink ProxyLink" data-proxy-href="https://deepmind.google/technologies/gemini/pro/" rel="nofollow">Gemini 1.5 Pro</a> to support video uploads. It can now analyze thousands of frames instead of just a few images. This is a game-changer.</p><p><br /></p><p>I recorded a short <a href="https://vimeo.com/1017374362" target="_blank" class="externalLink ProxyLink" data-proxy-href="https://vimeo.com/1017374362" rel="nofollow">video</a> 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&#039;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.</p><p><br /></p><p>That&#039;s not to mention that OpenAI just released the best AI model in the market, the <a href="https://openai.com/o1/" target="_blank" class="externalLink ProxyLink" data-proxy-href="https://openai.com/o1/" rel="nofollow">o1 model</a>, which now has PhD level intelligence and reasoning. That model can&#039;t take video inputs yet, but I&#039;m excited to test it out when it does.</p><p><br /></p><p><b>In short, AI can now mimic the conditions of a human grader.</b>[/QUOTE]</p><p><br /></p>

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