Edge 375: Meta's System 2 Attention is a Very Unique LLM Reasoning Method
Was this email forwarded to you? Sign up here Edge 375: Meta's System 2 Attention is a Very Unique LLM Reasoning MethodThe method has been inspired by cognitive psychology and has immediate impact in LLM reasoning.In this Issue:
💡 ML Concept of the Day: Understanding Meta’s System 2 AttentionLLMs excel in reasoning and knowledge accumulation through their extensive pre-training. They are designed to focus intensely on the current context for predicting the next word. For instance, if a particular entity appears in a text, the model anticipates its recurrence. Transformer-based LLMs, with their soft-attention mechanism, are adept at identifying similar words and concepts within their context. While this enhances their prediction accuracy, it also leaves them vulnerable to misleading correlations in the context they analyze. Let’s look at the following example which clearly shows how the output of LLMs is affected by irrelevant correlations in context. Subscribe to TheSequence to read the rest.Become a paying subscriber of TheSequence to get access to this post and other subscriber-only content. A subscription gets you:
|
Older messages
Text-to-Video Games and 1-Bit Models: Two Monumental Generative AI Research Milestones in One Week
Sunday, March 3, 2024
Two papers that open new possibilities for generative AI. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
📌 You're invited to GenAI Productionize 2024
Friday, March 1, 2024
Don't miss this industry-first summit on productionizing enterprise generative AI ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
Edge 374: Some Technical Details we Learned About OpenAI's Sora
Thursday, February 29, 2024
The text-to-video model that astonished the world includes several clever engineering optimizations. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
Edge 373: Computationally Efficient LLM Reasoning with ReWOO
Tuesday, February 27, 2024
In this Issue: An overview of ReWOO as an LLM reasoning method. A review of ReWOO's research paper. An introduction to LLMFlows, a framework for building LLM applications. 💡 ML Concept of the Day:
Google Goes Small and Open Source with Gemma
Sunday, February 25, 2024
Gemma is based on the core architecture powering Gemini. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
You Might Also Like
📧 EF Core Migrations: A Detailed Guide
Saturday, May 18, 2024
EF Core Migrations: A Detailed Guide Read on: my website / Read time: 10 minutes BROUGHT TO YOU BY Low-code Framework for .NET Devs Introducing Shesha, a brand new, open-source, low-code
Slack is under attack … and you don’t want that
Friday, May 17, 2024
Plus: OpenAI is not aligned with its Superalignment team View this email online in your browser By Christine Hall Friday, May 17, 2024 Good afternoon, and welcome back to TechCrunch PM. We made it to
Ilya Sutskever leaves OpenAI - Weekly News Roundup - Issue #467
Friday, May 17, 2024
Plus: Apple is close to using ChatGPT; Microsoft builds its own LLM; China is sending a humanoid robot to space; lab-grown meat is on shelves but there is a catch; hybrid mouse/rat brains; and more! ͏
SWLW #599: Surfing through trade-offs, How to do hard things, and more.
Friday, May 17, 2024
Weekly articles & videos about people, culture and leadership: everything you need to design the org that makes the product. A weekly newsletter by Oren Ellenbogen with the best content I found
💾 There Will Never Be Another Windows XP — Why Ray Tracing is a Big Deal in Gaming
Friday, May 17, 2024
Also: What to Know About Google's Project Astra, and More! How-To Geek Logo May 17, 2024 Did You Know The very first mass-manufactured drinking straw was made of paper coated in wax; the straw was
It's the dawning of the age of AI
Friday, May 17, 2024
Plus: Musk is raging against the machine View this email online in your browser By Haje Jan Kamps Friday, May 17, 2024 Image Credits: Google Welcome to Startups Weekly — Haje's weekly recap of
Daily Coding Problem: Problem #1444 [Medium]
Friday, May 17, 2024
Daily Coding Problem Good morning! Here's your coding interview problem for today. This problem was asked by Yahoo. Recall that a full binary tree is one in which each node is either a leaf node,
(Not) Sent From My iPad
Friday, May 17, 2024
The future of computing remains frustrating (Not) Sent From My iPad By MG Siegler • 17 May 2024 View in browser View in browser I tried. I really did. I tried to put together and send this newsletter
iOS Dev Weekly - Issue 661
Friday, May 17, 2024
What's the word on everyone's lips? 🅰️👁️ View on the Web Archives ISSUE 661 May 17th 2024 Comment Did you catch Google I/O this week? It's Always Interesting to see what the Android
Your Google Play recap from I/O 2024
Friday, May 17, 2024
Check out all of our latest updates and announcements Email not displaying correctly? View it online May 2024 Google Play at I/O 2024 Check out the Google Play keynote to discover the latest products