Dr. Lance B. Eliot is a world-renowned expert on Artificial Intelligence (AI) with over 7.8+ million amassed views of his AI columns and been featured on CBS 60 Minutes. As a CIO/CTO seasoned executive and high-tech entrepreneur, he combines practical industry experience with deep academic research.
In today’s column, I will closely examine a crucial feature of OpenAI’s latest ChatGPT-like model known as o1. The newly released o1 seems to have a limitation or top-out which has been roundly bandied about on social media, producing some heated qualms and stoked controversy. To some extent, the presumed constraint can end up potentially shortchanging generated answers.In case you need some comprehensive background about o1, take a look at my overall assessment in my Forbes column .
If you can identify how much of a look-ahead you can mentally do, this is something you should be considering when trying to solve problems. Different types of problems might necessitate different depths of mental formulation. Perhaps you know a lot about cars. Your ability to do lookaheads when trying to fix a car problem might be pretty high. Suppose you rarely play chess. Your capability of looking ahead in chess might be quite low.
At some point, the AI builders have set some boundaries. Without any boundaries, the AI is going to keep whirling and calculating, possibly until the end of time. People won’t wait that long for answers. AI has got to know its limitations. The good news is that this type of limitation can be studied and analyzed. Even without having access to the inner mechanisms, an AI empiricist can perform various experiments to try and discern the boundaries. I am fully expecting to see such research studies be undertaken and posted soon. I’ll keep you apprised.One possibility is that the AI keeps going but starts to get into deep trouble due to exceeding various data structure limits and technical considerations.
Generative AI Large Language Models LLM Chain-Of-Thought Reasoning Cot Openai Chatgpt GPT-4O O1 Anthropic Claude Google Gemini Clint Eastwood Man Knows His Limitations AI Limits Ethics
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