Jul 20, 2022

4 Posts

Flowcharts show how a new contrastive learning approach uses metadata to improve AI image classifiers.
Jul 20, 2022

Learning From Metadata: Descriptive Text Improves Performance for AI Image Classification Systems

Images in the wild may not come with labels, but they often include metadata. A new training method takes advantage of this information to improve contrastive learning.
2 min read
A series of graphs show the carbon emissions associated with training AI models.
Jul 20, 2022

Cutting the Carbon Cost of Training: A New Tool Helps AI Developers Lower Their Greenhouse Gas Emissions

You can reduce your model’s carbon emissions by being choosy about when and where you train it.
2 min read
EU badge in a vehicle's hood
Jul 20, 2022

Keep Your AIs on the Road: New Law Requires European Vehicles to Come with Automated Features

The European Union passed a law that requires new vehicles to come equipped with automated safety features.
2 min read
Projects Pillar
Jul 20, 2022

In-Demand Job Titles, New Rules for Self-Driving Cars, How to Cut AI's Carbon Emissions, Learning from Metadata

Last week’s letter focused on coming up with AI project ideas, part of a series on how to build a career in the field. This letter describes how a sequence of projects might fit into your career path.
10 min read

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