Artificial Intelligence #70

Hey, in this issue: 65% of execs can’t explain how their AI models make decisions, a creepy insurance app analyzes user's video, machine learning for text-to-image generation, France uses AI to identify small businesses that need to be saved, a tutorial on hyperparameter tuning for deep learning, AI that learns how to create itself, and more.

This issue is sponsored by Ray Summit.

• Cross-modal contrastive learning for text-to-image generation
• 65% of execs can’t explain how their AI models make decisions, survey finds
• A creepy insurance app Lemonade proudly explained that it works by analyzing videos of people making an insurance claim
• France deploys AI in 3 billion-euro plan to save small businesses
• [Sponsored] Ray Summit: Build fast, scalable AI with Ray

Hundreds of companies like Amazon, Visa, Uber & Alibaba Cloud use Ray to scale AI apps. Join Ray Summit to hear from experts like Marvin Theimer, Matt Johnson, Sarah Bird, and Ion Stoica on the latest AI trends and why Ray is the dominant framework for scaling AI. Register to join live or on-demand.

• AI is learning how to create itself
• [Tutorial] Hyperparameter tuning for deep learning with scikit-learn, Keras, and TensorFlow
• Can you build a machine learning model to monitor another model?
• An efficient training approach for very large-scale face recognition
• Dynaboard: moving beyond accuracy to a holistic model evaluation in NLP

The newsletter is now read by more than 400,000 subscribers. If you are building an AI or a data product or service, you are invited to join these great companies and sponsor one of the future newsletter issues. Feel free to reach out to [email protected] for more details on sponsorships.

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