@DrJimFan@RichardSSutton Animals and humans get very smart very quickly with vastly smaller amounts of training data.
My money is on new architectures that would learn as efficiently as animals and humans.
Using more data (synthetic or not) is a temporary stopgap made necessary by the limitations of our…
In 1992, I was 15 years old and had landed in Japan for my first extended trip abroad. I would be an exchange student at Seikei Gakuen high school for one year.
On the first day of classes, I reported to the faculty lounge in my required navy-blue uniform, looking like a West…
Introducing 𝗥𝗧-𝗫: a generalist AI model to help advance how robots can learn new skills. 🤖
To train it, we partnered with 33 academic labs across the world to build a new dataset with experiences gained from 22 different robot types.
Find out more: dpmd.ai/TW_RT-X
Can we model driving similarly to how we model language?
Excited to introduce MotionLM, where we represent driving scenarios as conversations among road users.
It establishes a new state-of-the-art in multi-agent motion forecasting: arxiv.org/abs/2309.16534
Representation Engineering: A Top-Down Approach to AI Transparency
Identifies and characterizes the emerging area of representation engineering, an approach to enhancing the transparency of AI systems that draws on insights from cognitive neuroscience
arxiv.org/abs/2310.01405
A rigorous study based on a randomized trial finds that surgical masks are highly protective against the spread of COVID-19, but cloth masks fall short. go.nature.com/3tq9CaK
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10K Followers 866 Following@QuDev (the Quantum Device Lab of ETH Zurich), led by @AndreasAtETH, we explore #quantum circuits for #computing, #communication and #sensing technology.
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20K Followers 489 FollowingOperating quantum computers over the cloud since 2017. Home of Fab-1, the world's first dedicated and integrated quantum device manufacturing facility.
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186 Followers 119 FollowingHigh-end algorithms for the modern markets. Providing individuals and institutions with proven trading strategies since 2020.
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121K Followers 639 FollowingMila Scientific Director. Ex @Google DeepMind & Twitter Cortex. Father of 4. // Directeur scientifique à Mila. Ex @Google DeepMind & Twitter Cortex. Père de 4.
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