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  • Google DeepMind’s Paper Wins Nobel Prize, AI’s Memory Bottleneck, and Codestral 22B versus Owen 2.5, versus DeepSeek V2

Google DeepMind’s Paper Wins Nobel Prize, AI’s Memory Bottleneck, and Codestral 22B versus Owen 2.5, versus DeepSeek V2

How AI won the Nobel Prize in Chemistry, Why memory—not compute—will be machine learning's biggest bottleneck, and which latest coding copilot is truly the best.

Welcome (back) to AI Minds, a newsletter about the brainy and sometimes zany world of AI, brought to you by the Deepgram editorial team.

In this edition:

  • 🤖 Putting ChatGPT on a robot and letting it explore the world

  • 🎓 How end-to-end AI can help universities teach complex subjects

  • 🍾 Why memory, rather than compute, is going to be AI’s biggest bottleneck

  • ❗ Deepgram sponsors the HLTH Conference in Vegas!

  • 🥊 Codestral 22B versus Owen 2.5 Coder versus Deepseek V2 Coder: A Comparison

  • 📜 The 7 best arXiv papers to learn how LLMs work!

  • 🧠 Sam Altman’s advice on how to start a startup

  • 🐦 Twitter: An Incredible LLM-Swapping Demo and how AI won the Nobel in Chemistry

  • 🎤 The AI Minds Podcast with Richard Meng, CEO of Roe AI

  • 📲 Three new, trending AI apps for you!

  • 🎥 Viral Video: Tricking ChatGPT into thinking 2+2=5

  • 🧪 Demis Hassabis and John Jumper Awarded Nobel Prize in Chemistry for AlphaFold2

  • 👀 List: 40 Cool AI Tools You Should Check Out!

  • 🔊 Uncovering Voicebots: The secrets to building voice AI Agents

  • 📚 An in-depth guide to the must-know Bias-Variance Tradeoff

Thanks for letting us crash your inbox; let’s party. 🎉

Deepgram just released a brand new medical transcription model! Check it out here. 🥳

🎥  “I put ChatGPT on a Robot and Let it Explore the World”

Robotics Youtuber Nikodem Bartnik gave ChatGPT a few wheels and a pair of eyes. The robot has one goal: “Explore the world, and survive at ANY cost.” Here’s how well it fared.

🧑‍🔬 How AI Can Help Universities Teach and AI’s growing Memory Bottleneck

End-to-End Deployment of the Educational AI Hub for Personalized Learning and Engagement: This study introduces an end-to-end framework for deploying artificial intelligence (AI) enabled educational assistants tailored specifically for environmental sciences learning needs in higher education. The system offers tailored academic support, adapting to individual student needs.

AI and Memory Wall - However, the main performance bottleneck for AI is increasingly shifting to memory bandwidth. That is, memory—rather than compute—is quickly becoming the primary bottleneck in AI applications, particularly in serving. This paper reveals how we can fix this problem before it scales.

Deepgram Sponsors the HLTH Conference this week!

Deepgram is heading to HLTH in Las Vegas next week! Explore our innovative medical solutions designed to transform and elevate patient care, from AI-powered transcription to intelligent voice agents. 

Plus, stop by our Ice Cream Social on October 21st, from 1-5:45PM to explore the future of healthcare with next-gen conversational AI powered by Deepgram and Kore.ai. Learn why we're better together, while enjoying free gelato and more cool giveaways! 🍦

🏇 Codestral 22B versus Owen 2.5 Coder B versus DeepSeek V2 Coder, and more!

Codestral 22B, Owen 2.5 Coder B, and DeepSeek V2 Coder: Which AI Coder Should You Choose? - As the open-source LLM space grows, more models are becoming specialized, with “code” LLMs becoming extremely popular. Particularly, three models in the smaller coding LLM space outshine their competition: Codestral 22B, DeepSeek Coder V2 Lite 14B, and Qwen 2.5 Coder 7B. Here’s how to decide which one is best (and worst) for you.

The 7 best arXiv papers to learn how LLMs work - Here at AI Minds, we understand that we’ve gotten a recent influx of new AI enthusiasts in our audience, following some new bursts in AI news—from Elon Musk’s comments to o1’s announcement. For those who truly want to delve in with the experts on LLMs, check out these seven papers.

🐝 Social Media Buzz: Sam Altman’s Advice to Startups and Incredible “LLM-Swapping” Demo

🎤 The AI Minds Podcast!

In this episode, Demetrios and Richard Meng, CEO of Roe AI, explore how AI-driven SQL queries are transforming unstructured data analytics. Richard discusses his career from China to LinkedIn and Snowflake, and how Roe AI simplifies data management in the financial sector.

Podscribe.IO acts as a "second brain" for audio enthusiasts, enabling users to convert podcasts into structured, searchable data. The platform also supports importing personal audio and YouTube videos for interactive transcripts.

Explain Like I'm Five (ELI5) is an AI-powered app designed to break down complex topics into simple, easy-to-understand explanations. Whether you're a child, a student, or an adult looking to grasp a concept quickly, ELI5 provides clear and concise answers.

PUMPG, short for Powerusers MidJourney Prompt Generator, is an innovative tool designed to simplify and enhance the process of generating prompts for MidJourney, a popular AI art generator. By providing an interactive platform, PUMPG minimizes the need for extensive typing and allows users to focus more on their creative endeavors.

🤖 Bonus Bits and Bytes!