True Positive Weekly #4

The most important artificial intelligence and machine learning links of the week.

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In this issue: GPT-3 is shockingly good, Sony has filed a patent for creating personalized music, top ten free AI courses from top universities, a GAN than generates PAC-MAN, scientific fact-checking using language models, a state-of-the-art transfer learning for computer vision, and more.

• OpenAI's new language generator GPT-3 is shockingly good—and completely mindless (it generates programming code from text, and completes essays)

• Sony has filed a patent for creating personalized gaming music using machine learning

• Top ten free artificial intelligence courses from Harvard, MIT, and Stanford

• GameGAN, a generative adversarial network trained on 50,000 PAC-MAN episodes, produces a fully functional game without an underlying game engine

• BLEURT is a new evaluation metric for natural language generation models that is a reliable substitute for human evaluation

• Nitpicking machine learning technical debt

• BigTransfer: state-of-the-art transfer learning for computer vision

• InstColorization, an implementation of the colorization model and data pipelines (code, paper)

• A new AI system developed by MIT researchers has a dramatically reduced carbon footprint (paper)

• Eye-catching advances in some AI fields are not real

• Scientific fact-checking using AI language models: COVID-19 research and beyond

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Have a nice weekend! See you next week.