ContentsNew research drawing upon pragmatics and philosophy proposes ways to align conversational agents with human valuesInsights from pragmaticsDiscursive idealsPaths ahead New research drawing upon pragmatics and philosophy proposes ways to align conversational agents with human values Language is an essential human trait and the primary means by which we communicate information including thoughts, intentions, and …

In conversation with AI: building better language models Read More »

I’ve had the opportunity recently to be involved with a program called Skype a Scientist, which pairs scientists of various types (biologists, botanists, engineers, computer scientists, etc) with classrooms of kids to talk about our work and answer their questions. I’m pretty familiar with discussing AI and machine learning with adult audiences, but this is the …

Talking to Kids About AI Read More »

Applying our AI research to help enrich the lives of billions of people around the world Building useful products with new technologies has always been one of my greatest joys. As a boy, I’d spend hours connecting resistors, capacitors, and other electronic components with wires. First I’d assemble a Morse code circuit. Then dissemble the …

Maximising the impact of our breakthroughs Read More »

“fear of missing out” (FOMO) when it comes to LLM agents? Well, that was the case for me for quite a while. In recent months, it feels like my online feeds have been completely bombarded by “LLM Agents”: every other technical blog is trying to show me “how to build an agent in 5 minutes”. …

From FOMO to Opportunity: Analytical AI in the Era of LLM Agents Read More »

Company Published 14 September 2022 Authors Koray Kavukcuoglu, Pushmeet Kohli, Lila Ibrahim, Dawn Bloxwich, Sasha Brown Reflections and lessons on sharing one of our biggest breakthroughs with the world Putting our mission of solving intelligence to advance science and benefit humanity into practice comes with crucial responsibilities. To help create a positive impact for society, …

How our principles helped define AlphaFold’s release Read More »

ContentsTransformers have changed the way artificial intelligence works, especially in understanding language and learning from data. At the core of these models are tensors (a generalized type of mathematical matrices that help process information) . As data moves through the different parts of a Transformer, these tensors are subject to different transformations that help the …

Behind the Magic: How Tensors Drive Transformers Read More »

Impact Published 21 September 2022 AlphaFold predictions are paving the way towards new treatments that can impact over 10 million people worldwide It was a source of hard-earned satisfaction after what had often felt like an uphill battle. David Komander and his colleagues had finally published the long-sought structure of PINK1. Mutations in the gene …

Targeting early-onset Parkinson’s with AI Read More »

whether GenAI is just hype or external noise. I also thought this was hype, and I could sit this one out until the dust cleared. Oh, boy, was I wrong. GenAI has real-world applications. It also generates revenue for companies, so we expect companies to invest heavily in research. Every time a technology disrupts something, …

A Step-By-Step Guide To Powering Your Application With LLMs Read More »

Music AI Sandbox was developed by Adam Roberts, Amy Stuart, Ari Troper, Beat Gfeller, Chris Deaner, Chris Reardon, Colin McArdell, DY Kim, Ethan Manilow, Felix Riedel, George Brower, Hema Manickavasagam, Jeff Chang, Jesse Engel, Michael Chang, Moon Park, Pawel Wluka, Reed Enger, Ross Cairns, Sage Stevens, Tom Jenkins, Tom Hume and Yotam Mann. Additional contributions …

Music AI Sandbox, now with new features and broader access Read More »