Deep learning software applications
Gato is a deep neural network for a range of complex tasks that exhibits multimodality. It can perform tasks such as engaging in a dialogue, playing video games, controlling a robot arm to stack blocks, and more. It was created by researchers at London-based AI firm DeepMind. It is a transformer, like GPT-3. According to MIT Technology Review, the system "learns multiple different tasks at the same time, which means it can switch between them without having to forget one skill before learning another" whereas "[t]he AI systems of today are called “narrow,” meaning they can only do a specific, restricted set of tasks such as generate text", and according to The Independent, it is a "'generalist agent' that can carry out a huge range of complex tasks, from stacking blocks to writing poetry". The technology has been described as "general purpose" artificial intelligence and a "step toward" artificial general intelligence. (Wikipedia).
Welcome to DeepMind: Embarking on one of the greatest adventures in scientific history
At DeepMind, we’re embarking on one of the greatest adventures in scientific history. Our mission is to solve intelligence, to advance science and benefit humanity. To make this possible, we bring together scientists, designers, engineers, ethicists, and more, to research and build safe
From playlist Life at DeepMind
The quest for artificial intelligence starts with Space Invaders. Researchers have created a new agent, capable of learning to play dozens of computer games from only minimal information. The work comes from inside the offices of mysterious Google-owned company DeepMind. Nature Video gets
From playlist Technology
Coinbase's Trading Platform | Previously known as GDAX
Coinbase is a financial services company that offers Bitcoin, Litecoin and Ethereum trading. Offerings similar to offings online stock brokers like Interactive brokers, TD Ameritrade and Scottrade only for cryptocurrencies. Referenced links: https://www.gdax.com/ https://en.wikipedia.or
From playlist Trading - Advanced Order Types with Coinbase
A Generalist Agent (Gato) - DeepMind's single model learns 600 tasks
Could you train one machine learning model to learn hundreds of tasks spanning text, computer vision, and playing videogames and controlling robots? In this video we go over DeepMind’s GATO that does this with a model that is simpler and smaller than you may think. It’s a GPT-like model th
From playlist Language AI & NLP
Oriol Vinyals: Deep Learning and Artificial General Intelligence | Lex Fridman Podcast #306
Oriol Vinyals is the Research Director and Deep Learning Lead at DeepMind. Please support this podcast by checking out our sponsors: - Shopify: https://shopify.com/lex to get 14-day free trial - Weights & Biases: https://lexfridman.com/wnb - Magic Spoon: https://magicspoon.com/lex and use
From playlist Talks
Experience Grounds Language: Improving language models beyond the world of text
Now that language models have been trained on massive internet-scale text data, where are future improvements going to come from? Jay goes over the "Experience Grounds Language" paper which describes five "World Scopes" for learning language -- including multimodality (e.g. training on ima
From playlist Language AI & NLP
DeepMind Takes A Step Towards General AI! 🤖
❤️ Check out Weights & Biases and sign up for a free demo here: https://wandb.com/papers 📝 The paper "A Generalist Agent (DeepMind Gato)" is available here: https://www.deepmind.com/publications/a-generalist-agent ❤️ Watch these videos in early access on our Patreon page or join us here
From playlist AI and Deep Learning - Two Minute Papers
Coinbase Pro - GDAX | Trading Interface Overview
GDAX is a fully featured trading platform for Bitcoin, Litecoin and Ethereum. GDAX is a sophisticated tool while Coinbase focuses on ease of use. The GDAX experience is like using a brokerage account while Coinbase is more like using a bank account. 🕒🦎 VIDEO SECTIONS 🦎🕒 00:00 Welcome t
From playlist Trading - Advanced Order Types with Coinbase
How DeepMind Conquered Go With Deep Learning (AlphaGo) | Two Minute Papers #42
This time around, Google DeepMind embarked on a journey to write an algorithm that plays Go. Go is an ancient chinese board game where the opposing players try to capture each other's stones on the board. Behind the veil of this deceptively simple ruleset, lies an enormous layer of depth a
From playlist AI and Deep Learning - Two Minute Papers
Demis Hassabis: DeepMind - AI, Superintelligence & the Future of Humanity | Lex Fridman Podcast #299
Demis Hassabis is the CEO and co-founder of DeepMind. Please support this podcast by checking out our sponsors: - Mailgun: https://lexfridman.com/mailgun - InsideTracker: https://insidetracker.com/lex to get 20% off - Onnit: https://lexfridman.com/onnit to get up to 10% off - Indeed: https
From playlist Talks
DeepMind: The Podcast (S1 trailer)
Selected as “New and Noteworthy” by Apple Podcasts, the highly-praised, award-nominated first season of "DeepMind: The Podcast" explores the fascinating world of artificial intelligence (AI). Join mathematician and broadcaster Hannah Fry as she meets world-class scientists and thinkers as
From playlist DeepMind: The Podcast - Seasons 1 & 2
AI Safety - Elliot Catt on Mathematical approaches to AGI Safety
The AI Safety seminar hosts weekly discussions of readings on technical and philosophical topics in AI safety. This week Elliot Catt joins us from DeepMind, to give an introduction to the role of mathematics in AGI Safety. He covers the following approaches to safety: - Universal AI and A
From playlist AI Safety seminar
Petar Veličković - Reasoning Algorithmically: from Toy Experiments to AGI Modules - IPAM at UCLA
Recorded 02 March 2023. Petar Veličković of DeepMind Technologies presents "Reasoning Algorithmically: from Toy Experiments to AGI Modules" at IPAM's Artificial Intelligence and Discrete Optimization Workshop. Abstract: Neural networks that are able to reliably execute algorithmic computat
From playlist 2023 Artificial Intelligence and Discrete Optimization
An order book is a collection of open buy side and open sell side orders for any given financial instrument. Understanding the order book is an important part of trading. 🕒🦎 VIDEO SECTIONS 🦎🕒 00:00 Welcome to DEEPLIZARD - Go to deeplizard.com for learning resources 00:30 Help deeplizard
From playlist Trading - Advanced Order Types with Coinbase
DeepMind Scholars: Shaquille's story
The DeepMind Scholars programme gives talented students from underrepresented backgrounds the support they need to study at leading universities, and connect with our researchers and engineers. Scholars get their Masters' fees paid in full, as well as guidance and support from personal Dee
From playlist Life at DeepMind
Uptick rule explained | Trading concept to know
We've already talked about upticks and downticks. These concepts are universal and we have demonstrated them through GDAX. What I want to talk about in this video is regarding a technical piece of regulation that applies to stocks. Even though this topic doesn't directly apply to GDAX at t
From playlist Trading - Advanced Order Types with Coinbase
The submarine that sank a train: the U.S.S. Barb
The History Guy remembers Eugene "Lucky" Flucky and the U.S.S. Barb, the submarine that sank a train during World War II. The History Guy uses images that are in the Public Domain. As photographs of actual events are often not available, I will sometimes use photographs of similar events
From playlist March Madness 2020
Me, myself and AI - DeepMind: The Podcast (S2, Ep7)
AI doesn’t just exist in the lab, it’s already solving a range of problems in the real world. In this episode, Hannah encounters a realistic recreation of her voice by WaveNet, the voice synthesising system that powers the Google Assistant and helps people with speech difficulties and illn
From playlist DeepMind: The Podcast - Season 2
Live demo https://codepen.io/thebabydino/pen/vYyNyER - only 45 CSS declarations, 31 of which are the individual gradient stop lists. If the work I've been putting out since early 2012 has helped you in any way or you just like it, please consider supporting it to help me continue and stay
From playlist CSS variables
Who owns Coinbase? Here are some KEY people
Who owns Coinbase? Who are the insiders at GDAX and Coinbase? Let's follow the key people on Twitter. Links: https://twitter.com/GDAX https://twitter.com/brian_armstrong https://twitter.com/FEhrsam https://twitter.com/ljxie https://twitter.com/SatoshiLite Olaf Carlson-Wee (no Twitter but
From playlist Trading - Advanced Order Types with Coinbase