Artificial Intelligence #35

Hey! In this issue: videos and slides from ICML 2020, AI achieves super-human performance at Gran Turismo Sport and makes the game of chess beautiful again, a state-of-the-art model for abstractive text summarization, a tool for asking coding questions directly from the terminal, the release of PyTorch Lightning Bolts, and more.

The sponsor of this issue is Superwise.ai.

• ICML2020 videos and slides are here
• A deep learning model achieves super-human performance at Gran Turismo Sport
• codequestion: Ask coding questions directly from the terminal (demo, github, article)
• AI ruined chess. Now, it’s making the game beautiful again
• [Sponsored] Superwise - Monitoring your AI so you can trust every model you deploy

Are your models in production making the impact they were designed for? Superwise.ai offers a unique AI assurance solution that empowers data science and operational teams with more control, better insights, and more efficiency. Find out the benefits of monitoring your AI today.

• How big should my language model be? A calculator
• OpenAI GPT-f delivers SOTA performance in automated mathematical theorem proving
• PEGASUS: a state-of-the-art model for abstractive text summarization (paper, github)
• Transformers are graph neural networks: a link between graph neural networks and Transformers
• PyTorch Lightning Bolts is a deep learning research and production toolbox of SOTA pretrained models, model components, callbacks, losses, and datasets
• Datasets v1.0 at HuggingFace: a library that gives access to 150+ datasets and 10+ metrics
• [Announcement] The Machine Learning Engineering book by Andriy Burkov is now released on Leanpub and Amazon

If you build an AI or data product or service, you are invited to sponsor one of the next issues. Feel free to contact True Positive Inc. for more details on sponsorships.

Enjoy the newsletter? Help us make it bigger and better by sharing with your colleagues and friends.

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