Hey, in this issue: top reasons why companies are still struggling to achieve ROI with AI, a neural network that learns when it should not be trusted, New York City wants to restrict artificial intelligence in hiring, an AI that sums up research papers in a sentence, a VS Code extension to quickly generate docstrings for Python using AI, and more.

• When AI sees a man, it thinks “official.” A woman? “Smile”

• Top reasons why companies are still struggling to achieve ROI with AI

• The new tensorflow_macos fork allows training on GPU in both M1- and Intel-powered Macs

• This AI can convert your photo to brushstroke painting artworks with controllable styles (video, paper, code)

• Creativity will be key to competing against AI in the future workforce - here's how

• This neural network learns when it should not be trusted

• New York City wants to restrict artificial intelligence in hiring

• tl;dr: this AI sums up research papers in a sentence

• The way we train AI is fundamentally flawed

• Visual Studio Code extension to quickly generate docstrings for Python functions using AI (code)

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