I am making HF a daily stop with my morning Coffee. I am exploring aspects of AI engineering and Leibniz is “The Man” : A role model for me for sure. So read along and see what I come up with for Universal Language. I have what Leibniz did not and that is mathematics (of symbols). Naturally I mak…

Ah Coffee, writing and ChatGPT. I let it “wordsmith” what I drafted. Let us see how that went. Another fine morning. There’s something sacred in the quiet just before dawn. Headphones on, Crosby, Stills, Nash & Young playing—this is when the mind opens. Today, I feel more certain than ever about …

Hi Ernst, resonates, Llull’s Art was already on my todo list, now Leibniz too. A recent study mentioned that 75% of AI researchers are not convinced that LLMs are the way to go for AGI. There are LLMs based on neural networks, there is symbolic AI and world-model AI, but what we truly might want is …

Followup, Noam Chomsky might be of interest: Universal grammar Universal grammar (UG), in modern linguistics, is the theory of the innate biological component of the language faculty, usually credited to Noam Chomsky. The basic postulate of UG is that there are innate constraints on what…

[image] smatovic: 75% of AI researchers are not convinced that LLMs are the way to go for AGI. @smatovic Thank You for the conversation. These are the ideas that I have not dared share openly before but that I have pondered over the years. Not that AI was a thing for mortals in my life until…

The thing is can we change our data to work with that system? …I am still a noob in regard of LLMs and HF, but Leibniz mentioned model and method, data and algorithms, Characteristica universalis and Calculus ratiocinator. LLMs are still not separated in this regard? They combine both into one ne…

Interesting. I am watching YouTube videos and ordinary people in their own words do share aspects of their points of view. One of them is about “Rebuilding ChatGPT 2” which I believe walks through how it functions. That is one to watch over and over until I take it all in. I have to say I don’t k…

ChatGPT says ChatGPT 2 is locked in at 1024 tokens. Anyway, I am interested in such a thing as Leibniz and others have quested. A Universal Language: If anyone will have one it will be AI. I shall endeavor to continue to discern meaning in the patterns. My next thing is setting up the AI machine…

If Nature has already authored the data structures… can we learn to read them? Sorry for the stupid question (I’m a complete newbie): What exactly and for what purpose are you looking for? An interpreter of the “genius of the Earth” etc.? It is believed* that part of the answer lies in the question…

Well I came here and went to the forum that seemed to be the right level. So it was my introduction. I have since established a residency, with all my mind and heart, in the Research forum. I will benefit from your thoughts if you participate. I know of a realm of mathematics we have overlooked. …

Thank you very much for your invitation and attention. I don’t know how useful I can be, due to my global incompetence (I am an esoteric medium, not a mathematician, and the word “numbers” initially “float up” as sephiroth)), not formulas and algorithms), but I will try. Intelligent and polite peopl…

Gottfried Wilhelm Leibniz: A man over a Century ahead of his time (AI Language)

Beginners

Ernst03 July 17, 2025, 10:08pm 12

If you believe Cycle is a mathematical object then I am of interest to you.

Be Well.

AG-BPE: Attention-Guided Tokenization Achieving State-of-the-Art Compression with 12x Smaller Vocabularies

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Gottfried Wilhelm Leibniz: A man over a Century ahead of his time (AI Language)

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