https://writings.stephenwolfram.com/2025/05/what-if-we-had-bigger-brains-imagining-minds-beyond-ours/ #thoughtexperiment #scale #stephenwolfram

Stephen Wolfram spends an eternity pondering the profound lessons of a digital ant farm 🚜🐜, proving once and for all that the true secret to #innovation is #procrastination through endless #simulation 🤖✨. Meanwhile, the rest of us continue using computers for, you know, actual work. 🖥️💼
https://writings.stephenwolfram.com/2025/03/what-can-we-learn-about-engineering-and-innovation-from-half-a-century-of-the-game-of-life-cellular-automaton/ #StephenWolfram #DigitalAntFarm #HackerNews #ngated

#chatGPT #NeuralNetwork #AI #StephenWolfram

What Is ChatGPT Doing … and Why Does It Work?

February 14, 2023

It’s Just Adding One Word at a Time

That ChatGPT can automatically generate something that reads even superficially like human-written text is remarkable, and unexpected. But how does it do it? And why does it work?

My purpose here is to give a rough outline of what’s going on inside ChatGPT—and then to explore why it is that it can do so well in producing what we might consider to be meaningful text. I should say at the outset that I’m going to focus on the big picture of what’s going on—and while I’ll mention some engineering details, I won’t get deeply into them. (And the essence of what I’ll say applies just as well to other current “large language models” [LLMs] as to ChatGPT.)

https://writings.stephenwolfram.com/2023/02/what-is-chatgpt-doing-and-why-does-it-work/

Что делает ChatGPT… и почему он работает?

#chatGPT #NeuralNetwork #AI #StephenWolfram

Это просто добавление одного слова за раз

То, что ChatGPT может автоматически генерировать что-то, что даже поверхностно читается как написанный человеком текст, замечательно и неожиданно. Но как он это делает? И почему это работает?

Моя цель в этой работе — дать грубую схему того, что происходит внутри ChatGPT, а затем исследовать, почему он может так хорошо производить то, что мы можем считать осмысленным текстом.
Я должен сказать с самого начала, что я собираюсь сосредоточиться на общей картине происходящего, и хотя я упомяну некоторые технические детали, я не буду в них глубоко вдаваться. (И суть того, что я скажу, применима так же хорошо к другим текущим «большим языковым моделям» [LLM], как и к ChatGPT.)

Далее по ссылке.

https://writings-stephenwolfram-com.translate.goog/2023/02/what-is-chatgpt-doing-and-why-does-it-work/?_x_tr_sl=en&_x_tr_tl=ru&_x_tr_hl=ru

Seeing so many gleeful posts over a new report claiming LLMs don’t reason... But didn't Stephen Wolfram tell us this on *day one*? 🤔 In his article, he explained that LLMs generate responses based on statistical patterns, not genuine reasoning. 📊🧠 #AI #LLMs #StephenWolfram #TechNews #IdiotGasm

Stephen Wolfram reminds us that while AI can automate execution, it's our human goals and values that shape its trajectory. This sentiment aligns perfectly with The Humanity Code, which seeks to embed humanity’s highest virtues into the fabric of AI before it's too late.

#AI #FutureWithAI #TheHumanityCode #StephenWolfram #Vision #Values

I'm learning about how #LLMs and #ChatGPT work and how I might use them ethically, privately, and productively. This paper by #StephenWolfram is a helpful, high level primer and provides great perspective to an #AI tech novice like myself.

https://writings.stephenwolfram.com/2023/02/what-is-chatgpt-doing-and-why-does-it-work/

#StephenWolfram - Does the #Cosmos Have a #Reason?

https://www.youtube.com/watch?v=2qAHWSt2_qc

#Philosophy #PhilosophyOfScience #Science #Physics #Math Maths #Mathematics #Computation #PhilosophyOfCosmology #Cosmology #SpaceTime #Space #Time #Rules #Logic #Universe #Metaphysics #Gravity #GR #GeneralRelativity #CloserToTruth #RobertKuhn

New paradigm might show more divers approaches to research areas of general relativity, quantum mechanics and further

https://youtu.be/c-RO3vM10Ok
#stephenwolfram #Wolfram #physics

🔭🚨 Eclipse nerd alert! 🚨🔭
Stephen Wolfram lectures on the history of calculating eclipses:

When Exactly Will the Eclipse Happen? A Multimillennium Tale of Computation.
https://twitter.com/i/broadcasts/1eaJbgYVwrdxX

#eclipse #history #StephenWolfram

#StephenWolfram - Is #Mathematics #Invented or #Discovered?

https://www.youtube.com/watch?v=RlMMeqO7wOI

#Philosophy #PhilosophyOfMathematics #Math #Maths #Logic #Metaphysics #Science #PhilosophyOfScience #Abstraction #Geometry #Arithmetic #Theorem #Theorems #Axiom #Axioms #Axiomatic #AxiomSystem #AxiomSystems #Computation #Irreducibility #CloserToTruth #RobertKuhn

https://anonsys.net/display/bf69967c-f8de269b-d55cc964d9ebd12d
#StephenWolfram
Es ist ja schön, dass Stephen versucht mal detaillierter hinzuschauen, aber er vergisst dabei 5 Dinge.
1. Die wesentlich wichtigeren Tangensmuster in der Matrix.
2. Die Auswirkungen größerer Tangensmuster auf innerliegende.
3. Die Tangensausschläge von allem in jedwede willkürliche Richtung.
4. Das willkürliche erlöschen jedweder Tangesmuster.
5. Die willkürliche Veränderung des Ausgangspunkts in sich selbst und außerhalb dessen. #Weltformel

What Is ChatGPT Doing … and Why Does It Work?
Stephen Wolfram explores the broader picture of what's going on inside ChatGPT and why it produces meaningful text. Discusses models, training neural nets, embeddings, tokens, transformers, language syntax.
https://writings.stephenwolfram.com/2023/02/what-is-chatgpt-doing-and-why-does-it-work/
#ai #stephenwolfram

Instant Plugins for ChatGPT: Introducing the Wolfram ChatGPT Plugin Kit
How to make your own ChatGPT plugin that does specific computations or accesses your own data or services. Deploy to your own machine or the cloud.
https://writings.stephenwolfram.com/2023/04/instant-plugins-for-chatgpt-introducing-the-wolfram-chatgpt-plugin-kit/
#ai #chatgpt #plugin #stephenwolfram

#StephenWolfram - Does #Information Create the #Cosmos?

https://www.youtube.com/watch?v=13a1RjIssCw

#Philosophy #PhilosophyOfScience #Science #Math #Maths #Mathematics #Metaphysics #LawsOfNature #LawsOfPhysics #Universe #Multiverse #Cosmology #Reality #Idealism #Physics #Equations #Computation #Model #Modelling #CloserToTruth #RobertKuhn

If you wonder how #ChatGPT and other #LLM are working, you should read this explanation article:

What Is ChatGPT Doing … and Why Does It Work?—#StephenWolfram
https://writings.stephenwolfram.com/2023/02/what-is-chatgpt-doing-and-why-does-it-work/

Caution: it's non-trivial and long. It took me 3 hours. But I guess that's necessary to grasp the underlying structure. However, you already get a good overall picture in the first part already.

Towards the end, he's picturing potential improvements which would simplify computation & improve results.

#AI

#Ruliad: Think of it as the entangled limit of everything that is computationally possible: the result of following all possible computational rules in all possible ways.

@tedtalks @Wolfram #StephenWolfram #Universe #Computation #ArtificialIntelligence #Everything
https://www.ted.com/talks/stephen_wolfram_how_to_think_computationally_about_ai_the_universe_and_everything

Hours well spent listening to [#148: Constructing the Computational Paradigm — Stephen Wolfram on Joe Walker Podcast]( https://josephnoelwalker.com/148-stephen-wolfram/ ) (at >1.0 v; however I paused to take notes 😉). What do #StephenWolfram and I have in common?

What Is ChatGPT Doing … and Why Does It Work?

https://writings.stephenwolfram.com/2023/02/what-is-chatgpt-doing-and-why-does-it-work/

"At some level it’s a great example of the fundamental scientific fact that large numbers of simple computational elements can do remarkable and unexpected things." -- #StephenWolfram

#AI_gen #gpt