Data Preparation & Exploratory Analysis Now that we’ve outlined our approach, let’s take a look at our data and what kind of features we’re working with. From the above, we see our data contains ~197,000 deliveries, with a variety of numeric & non-numeric features. None of the features are missing a large percentage of values …
Introducing a context-based framework for comprehensively evaluating the social and ethical risks of AI systems Generative AI systems are already being used to write books, create graphic designs, assist medical practitioners, and are becoming increasingly capable. Ensuring these systems are developed and deployed responsibly requires carefully evaluating the potential ethical and social risks they may …
Evaluating social and ethical risks from generative AI Read More »
Insights from a synthetic control group 16 min read · 12 hours ago Photo by Maria Ziegler on Unsplash Real estate is a bedrock of modern economies, serving as both a tangible asset and an essential component of wealth accumulation for individuals and investment portfolios. Real estate price fluctuations have far-reaching implications, influencing everything from …
Research Published 31 October 2023 Authors Google DeepMind AlphaFold team and Isomorphic Labs team Progress update: Our latest AlphaFold model shows significantly improved accuracy and expands coverage beyond proteins to other biological molecules, including ligands Since its release in 2020, AlphaFold has revolutionized how proteins and their interactions are understood. Google DeepMind and Isomorphic Labs …
Investigating Geoffrey Hinton’s Nobel Prize-winning work and building it from scratch using PyTorch One recipient of the 2024 Nobel Prize in Physics was Geoffrey Hinton for his contributions in the field of AI and machine learning. A lot of people know he worked on neural networks and is termed the “Godfather of AI”, but few …
Research Published 14 November 2023 Authors Remi Lam on behalf of the GraphCast team Our state-of-the-art model delivers 10-day weather predictions at unprecedented accuracy in under one minute The weather affects us all, in ways big and small. It can dictate how we dress in the morning, provide us with green energy and, in the …
GraphCast: AI model for faster and more accurate global weather forecasting Read More »
There’s an acronym you’ve probably heard non-stop for the past few years: LLM, which stands for Large Language Model. In this article we’re going to take a brief look at what LLMs are, why they’re an extremely exciting piece of technology, why they matter to you and me, and why you should care about LLMs. …
Large Language Models: A Short Introduction | by Carolina Bento | Jan, 2025 Read More »
Experience AI’s course and resources are expanding on a global scale AI has the potential to drive one of the greatest social, economic and scientific transformations in history, and we need to ensure the technology benefits as many people as possible. One important way to do this is through access to AI education to develop …
Empowering the next generation for an AI-enabled world Read More »
From Data Lakehouses to Event-Driven Architecture — Master 12 data concepts and turn them into simple projects to stay ahead in IT. When I scroll through YouTube or LinkedIn and see topics like RAG, Agents or Quantum Computing, I sometimes get a queasy feeling about keeping up with these innovations as a data professional. But when I …
The Concepts Data Professionals Should Know in 2025: Part 1 | by Sarah Lea | Jan, 2025 Read More »
Acknowledgements: Lyria was made possible by key research and engineering contributions from Kazuya Kawakami, David Ding, Björn Winckler, Cătălina Cangea, Tobenna Peter Igwe, Will Grathwohl, Yan Wu, Yury Sulsky, Jacob Kelly, Charlie Nash, Conor Durkan, Yaroslav Ganin, Tom Eccles, Zach Eaton-Rosen, Jakob Bauer, Mikita Sazanovich, Morgane Rivière, Evgeny Gladchenko, Mikołaj Bińkowski, Ali Razavi, Jeff Donahue, …
