Given a sequence of numbers, neural networks have proven adept at discovering a mathematical expression that generates it. New work uses transformers to extend that success to a further class of expressions.
It’s surprisingly easy to turn a well-intended machine learning model to the dark side. In an experiment, Fabio Urbina and colleagues at Collaborations Pharmaceuticals, who had built a drug-discovery model to design useful compounds and avoid toxic ones, retrained it to generate poisons.
It’s surprisingly easy to turn a well-intended machine learning model to the dark side. In an experiment, Fabio Urbina and colleagues at Collaborations Pharmaceuticals, who had built a drug-discovery model to design useful compounds and avoid toxic ones, retrained it to generate poisons.
The next killer AI application may be developed by someone who has never heard of gradient descent. A rising generation of software development platforms serves users who aren’t familiar with AI — and even programming.
The next killer AI application may be developed by someone who has never heard of gradient descent. A rising generation of software development platforms serves users who aren’t familiar with AI — and even programming.
A deepfake of South Korea’s new president helped propel him into office. Yoon Suk-yeol, who won the country’s March 9 election, campaigned using videos that featured an AI-generated likeness of himself answering voters’ questions.
A deepfake of South Korea’s new president helped propel him into office. Yoon Suk-yeol, who won the country’s March 9 election, campaigned using videos that featured an AI-generated likeness of himself answering voters’ questions.
Collecting and annotating a dataset of facial portraits is a big job. New research shows that synthetic data can work just as well.
Collecting and annotating a dataset of facial portraits is a big job. New research shows that synthetic data can work just as well.
Large models pretrained on immense quantities of text have been proven to provide strong foundations for solving specialized language tasks. My biggest hope for AI in 2022 is...
Large models pretrained on immense quantities of text have been proven to provide strong foundations for solving specialized language tasks. My biggest hope for AI in 2022 is...
Musicians and filmmakers adopted AI as a standard part of the audio-production toolbox. What happened: Professional media makers embraced neural networks that generate new sounds and modify old ones. Voice actors bristled.
Musicians and filmmakers adopted AI as a standard part of the audio-production toolbox. What happened: Professional media makers embraced neural networks that generate new sounds and modify old ones. Voice actors bristled.
In 2021, transformers were harnessed to discover drugs, recognize speech, and paint pictures — and much more.
In 2021, transformers were harnessed to discover drugs, recognize speech, and paint pictures — and much more.
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