Towards AI #103: Apple integrates GenAI
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie While the week started with some impressive new open model releases in China (Qwen2 LLM and Kling text-to-video model), anticipation was always building towards …
The Method OpenAI Uses to Extract Interpretable Concepts from GPT-4
Author(s): Jesus Rodriguez Originally published on Towards AI. Created Using Ideogram I recently started an AI-focused educational newsletter, that already has over 170,000 subscribers. TheSequence is a no-BS (meaning no hype, no news, etc) ML-oriented newsletter that takes 5 minutes to read. …
History, AI, and Non-Consumption: Part II, The Innovation Paradox
Author(s): Adel Zaalouk Originally published on Towards AI. In part I of this series, we delved into the history of AI, journeying through periods of both promise and stagnation known as “AI Winters.” Today, we’re zooming in on the “why” behind these …
Revolutionizing AI with DeepSeekMoE: Fine-grained Expert and Shared Expert isolation 🧞♂️
Author(s): JAIGANESAN Originally published on Towards AI. Revolutionizing AI with DeepSeekMoE: Fine-grained Expert and Shared Expert isolation 🧞♂️ JAIGANESAN · Follow Published in Towards AI ·11 min read·1 hour ago 1 Listen Share Image by Imaginium from Pixabay In this article, we’re …
As a Product Manager, here’s how I *actually* use ChatGPT at work
Author(s): Joy Zhang Originally published on Towards AI. Spoiler alert: no, I don’t use it to come up with new product features.Photo by Brooke Cagle on Unsplash I know I’ve been reading too much Reddit when I start encountering threads titled: ‘will …
Reduce Risks when Coding with AI, AI Consulting Opportunities, Mistral 7B Deep Dive #27
Author(s): Towards AI Editorial Team Originally published on Towards AI. Master the art of building LLMs with our 470+ page guide! Good morning, AI enthusiasts! The last couple of weeks have been super busy with some really interesting launches, like our book …
Artificial General Ignorance and AI Bubble
Author(s): Fabio Matricardi Originally published on Towards AI. Overcome our own biases and start from ABC: a hard, inevitable path.image by the author and lexica.art Have you ever stopped to consider just how much you think you know about Artificial Intelligence? In …
Build your own Large Language Model (LLM) From Scratch Using PyTorch
Author(s): Milan Tamang Originally published on Towards AI. A Step-by-Step guide to build and train an LLM named MalayGPT. This model’s task is to translate texts from English to Malay language. What will you achieve by the end of this post? You …
Can Transformer Substitute Graph Neural Networks?
Author(s): Salvatore Raieli Originally published on Towards AI. Are transformers able to do graph reasoning and to which extent?image generated by the author using AI Mathematical reasoning may be regarded rather schematically as the exercise of a combination of two facilities, which …
Mastering Evaluations in LangSmith: Enhancing LLM Performance
Author(s): Mostafa Ibrahim Originally published on Towards AI. Source Large Language Models (LLMs) are AI models capable of generating text that resembles human language. They are trained on extensive text datasets and are suitable for various natural language processing tasks, including translation, …
Towards AI newsletter #102: GenAI advances beginning to benefit weather forecasting?
Author(s): Towards AI Editorial Team Originally published on Towards AI. Microsoft’s Aurora, Codestral, MoRA, XAi raise & more. What happened this week in AI by Louie While there was plenty of newsflow in the LLM world again this week, we are also …
The Architecture of Mistral’s Sparse Mixture of Experts (S〽️⭕E)
Author(s): JAIGANESAN Originally published on Towards AI. Exploring Feed Forward Networks, Gating Mechanism, Mixture of Experts (MoE), and Sparse Mixture of Experts (SMoE). Photo by Ticka Kao on Unsplash Introduction:🥳 In this article, we’ll dive deeper into the specifics of Mistral’s SMoE …
Synthetic Data Generation in Foundation Models and Differential Privacy: Three Papers from Microsoft Research
Author(s): Jesus Rodriguez Originally published on Towards AI. Created Using Ideogram I recently started an AI-focused educational newsletter, that already has over 170,000 subscribers. TheSequence is a no-BS (meaning no hype, no news, etc) ML-oriented newsletter that takes 5 minutes to read. …
Fueling (literally) the AI Boom
Author(s): Aneesh Patil Originally published on Towards AI. Photo by NASA on Unsplash Let’s take a moment to step back in time to our 5th-grade selves, a nostalgic #Throwback____ (insert today’s date) if you will. Picture ourselves in science class, perhaps doodling …
Build Your First AI Agents in 5 Easy Steps!
Author(s): Hesam Sheikh Originally published on Towards AI. Photo by ZHENYU LUO on Unsplash ✨This is a paid article. If you’re not a Medium member, you can read this for free in my newsletter: Qiubyte. AI agents and RAG (read further) are …
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