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 »

Computing (HPC) environments, especially in research and educational institutions, restrict communications to outbound TCP connections. Running a simple command-line ping or curl with the MLflow tracking URL on the HPC bash shell to check packet transfer can be successful. However, communication fails and times out while running jobs on nodes. This makes it impossible to …

Exporting MLflow Experiments from Restricted HPC Systems Read More »

Research Published 22 September 2022 Authors The Sparrow team Training an AI to communicate in a way that’s more helpful, correct, and harmless In recent years, large language models (LLMs) have achieved success at a range of tasks such as question answering, summarisation, and dialogue. Dialogue is a particularly interesting task because it features flexible …

Building safer dialogue agents – Google DeepMind Read More »

have you had a messy Jupyter Notebook filled with copy-pasted code just to re-use some data wrangling logic? Whether you do it for passion or for work, if you code a lot, then you’ve probably answered something like “way too many”. You’re not alone. Maybe you tried to share data with colleagues or plugging your …

Building a Personal API for Your Data Projects with FastAPI Read More »