Economic research indicates that countries that rely on selling natural resources like oil for income rather than citizen taxes are affected by the resource curse, resulting in the elite seizing vast wealth while ceasing investment in the general populace. Will humanity face a similar “intelligence curse” after the advent of AGI? In a previous article … Read more
Image Source: Visual China Everyone is currently discussing the convenience and threats brought by artificial intelligence to humanity. Many of Nietzsche’s works, although incomprehensible during his lifetime, accurately predicted a 20th century filled with what he called “nihilism”. Especially his famous declaration, “God is dead,” which resonated profoundly. The so-called “superman” replaces God. Now, as … Read more
Click Follow us by clicking the blue text above Cover image: Chomsky actually holds a critical view of Wittgenstein’s statement. As the father of linguistics, he has always sought to explore the mystery of language structure “ 𝕀²·ℙarad𝕚g𝕞 Intelligent Square Paradigm Study: Writing Deconstructed Intelligence。 After all, deep learning LLMs are not the entirety of … Read more
Click Follow us for updates in blue above Cover image: A recent cognitive class on intelligence by the author, demystifying large language models from a comparative perspective “ 𝕀²·ℙarad𝕚g𝕞 Intelligent Square Paradigm Research: Writing to Deconstruct Intelligence。 After all, deep learning LLMs are not the entirety of AI, and the path to AGI is not … Read more
Click the card below to follow the “AI Frontier Express” public account Various important resources delivered promptly Reprinted from Zhihu: Yao Yuan Link: https://zhuanlan.zhihu.com/p/17311602488 1. Introduction The attention mechanism in Transformer [1] can effectively model the correlations between tokens, achieving significant performance improvements in many tasks. However, the attention mechanism itself does not have the … Read more
Machine Heart reports Machine Heart Editorial Department With a theoretical foundation, we can perform deep optimization. Why is the performance of transformers so good? Where does the context learning (In-Context Learning) ability it brings to many large language models come from? In the field of artificial intelligence, transformers have become the dominant model in deep … Read more
Overview of Transformer Privacy Inference Technology 1. Introduction The Transformer model, especially large language models (LLMs) based on Transformers, has made significant progress in the field of artificial intelligence in recent years. The emergence of applications such as ChatGPT and Bing has made the capabilities of these models known and utilized by the public. These … Read more
Machine Heart reports Machine Heart Editorial Team Do language models plan for future tokens? This paper gives you the answer. “Don’t let Yann LeCun see this.” Yann LeCun said it was too late; he has already seen it. Today, we introduce the paper that “LeCun insists on seeing,” which explores the question: Is the Transformer … Read more
1. Quick Start: Run AI on Your Computer Want your own AI assistant without spending money? GPT4All lets you run powerful AI models locally! No internet needed, no privacy concerns, just like having a personal AI assistant! from gpt4all import GPT4All def quick_chat(): # Initialize the model (will automatically download on first use) model = … Read more
Hello everyone, I am @Cellinlab, 🧚♂️ INFP to ENFJ ｜ 💻 Independent Developer ｜🎙️ Podcast ‘Napping Until Dawn’ ｜ 🤖 AGI Arrival Faction. Currently operating the ‘Nest-Level Individuals’ co-creation community, vision: to let more people see, believe, and become independent workers through a wealth of freelancer cases and methods, becoming super individuals 🦸♂️. With the … Read more