Hey, in this issue: AI co-pilots US military aircraft for the first time, Facebook is developing a tool to summarize articles, 6 ways AI can help save the planet, a web app to generate template code for machine learning, four-bit computers are now all you need to train AI, and more.

• Artificial intelligence co-pilots US military aircraft for the first time

• TAPAS, a multi-modal model for question answering on tabular data

• Facebook is developing a tool to summarize articles so you don’t have to read them

• 6 ways AI can help save the planet

• Deep reinforcement-learning architecture combines pre-learned skills to create new sets of skills on the fly

• Portrait Light: enhancing portrait lighting with machine learning

• Easier code reviews for Jupyter notebooks with nbautoexport

• traingenerator: a web app to generate template code for machine learning (project, code)

• Researchers used ML to identify whether certain Facebook users had schizophrenia or mood disorders more than a year before their first psychiatric hospitalization

• Tiny four-bit computers are now all you need to train AI

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Happy Holidays! See you next year. — Andriy