True Positive Weekly #39

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

Hey, in this issue: deepfake voices can fool voice-recognition software; on deep learning diminishing returns; the first rule of machine learning; a machine learning framework for time-series intelligence; a farewell to the bias-variance tradeoff? scaling TensorFlow to 300 million predictions per second; and more.

• [ArXiv] Deepfake voices can fool voice-recognition software

• Artificial intelligence brings better hurricane predictions

• On deep learning diminishing returns

• The first rule of machine learning: start without machine learning

• [Project] Merlion: a machine learning framework for time-series intelligence

• Falsehoods more likely with large language models

• [ArXiv] A farewell to the bias-variance tradeoff? An overview of the theory of overparameterized machine learning

• [ArXiv] Scaling TensorFlow to 300 million predictions per second

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Have a nice weekend! See you next week. — Andriy