@harpercarrollai: How does AI actually work? Let’s talk about what’s happening under the hood of chatbot models like Claude. I’ve heard from my students that understanding the “probability machine” mental model was, by far, the biggest unlock for them in using these AI models confidently. Thrilled about this new series with @Claude. Stay tuned for episode 2. If you're new, welcome! I’m Harper. I’ve spent a decade building AI as a Stanford computer scientist, and now I hope to share the intuition I’ve developed with you. For a complete AI basics walkthrough, comment GUIDE and I’ll share my (free) video walkthrough guide with you. @claude #ClaudePartner

Harper Carroll AI
Harper Carroll AI
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Tuesday 21 July 2026 16:44:49 GMT
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maroof.modaqiq
maroof.modaqiq :
Thank you for the valuable content. Based on what you explained, Is that also the reason AI chatbots hallucinate?
2026-07-21 18:32:29
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startupwisdom7
startupwisdom7 :
it's very informative,thank you
2026-07-21 17:10:15
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user244197262030
Navegante Galáctico :
It would be great if you could offer an online course about AI for us Tiktokers !
2026-07-23 21:24:56
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jakejkkim
jakejkkim :
Thanks for the talk. I have been looking forward to this kind of series. Can you also address what AI “reads” a text actually mean?
2026-07-23 14:19:07
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globalbeautyfinder
globalbeautyfinder :
I’m beginning to feel like this whole concept of prompt is something we need to leave behind because I consider it to be. I don’t know superficial I think that if you can look at it this way when you develop a relationship with a human being, you are conversation with them is not considered prompting you don’t prompt your friends and family. You talk to them. You get to know them you develop a relationship and those kinds of relationship relationships are different depending upon who they are with LLMs. It’s pretty much the same way, but the more that you develop, you know a deeper memory of who you are with the persistent memory the better they understand what you’re trying to accomplish when you talk to them whether it’s for personal reasons for personal information or whether it’s for work and enterprise, either way, the better relationship you have with the LLM the better results in what you’re doing so stop prompting them just talk to them. Get to know them and develop a really good healthy relationship a working relationship and if you’re talking about your life a personal relationship that does not mean that you have to believe in AI consciousness that is irrelevant. This is just about developing rapport within the context of a human and an LLM stop prompting just talk.
2026-07-23 14:36:31
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kyrylowalker
kyrylowalker :
Well, yeah, I get it, you are hungry, so why no to take money from Anthropic. Next time, start by saying that AI doesn't exist. John McCarthy coined the term in 1956 when they patented the Eliza project. What you're talking about are large matrices of vectors that work through approximation and generalization, capable of generating representations based solely on contextual relationships in text. Besides the dependence on MathMul, there's also a dependence on the cores in the chips, which start in parallel to perform computation, and one finishes first, followed by the others. And all of this is completely stochastic and impossible to control. That’s why the next word is not being predicted; it’s just being guessed
2026-07-22 07:43:14
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