Ideas | AI

The latest insights, ideas, and tools for building solutions that rely on machine intelligence.

Stereogram
AI

Learning from adversaries

Adversarial images aren’t a problem—they’re an opportunity to explore new ways of interacting with AI.

Circles
AI

The circle of fairness

We shouldn't ask our AI tools to be fair; instead, we should ask them to be less unfair and be willing to iterate until we see improvement.

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Bubbles
AI

The future of machine learning is tiny

Pete Warden digs into why embedded machine learning is so important, how to implement it on existing chips, and shares new use cases it will unlock.

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Shopping carts
AI

AI and retail

Mikio Braun takes a look at Zalando and the retail industry to explore how AI is redefining the way ecommerce sites interact with customers.

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UC Berkeley
AI

AI and systems at RISELab

Ion Stoica outlines a few projects at the intersection of AI and systems that UC Berkeley's RISELab is developing.

Paper clips
AI

Maximizing paper clips

We won’t get the chance to worry about artificial general intelligence if we don’t deal with the problems we have in the present.

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Type setting
AI

Computational propaganda

Sean Gourley considers the repercussions of AI-generated content that blurs the line between what's real and what's fake.

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Roadblock
AI

Is AI human-ready?

Aleksander Madry discusses roadblocks preventing AI from having a broad impact and approaches for addressing these issues.

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Wireframe
AI

AI and the robotics revolution

Martial Hebert offers an overview of challenges in AI for robotics and a glimpse at the exciting developments emerging from current research.

Site barrier
AI

Overcoming barriers to AI adoption

The program for our Artificial Intelligence Conference in New York City will showcase tools, best practices, and use cases from companies leading the way in AI adoption.

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Puzzle piece
AI

The missing piece

Cassie Kozyrkov shares machine learning lessons learned at Google and explains what they mean for applied data science.

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The Amazon Go store at Day One, Seattle, Washington
AI

AI and machine learning at Amazon

Ian Massingham discusses the application of ML and AI within Amazon, from retail product recommendations to the latest in natural language understanding.

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Globe
AI

AI for a better world

Ashok Srivastava draws upon his cross-industry experience to paint an encouraging picture of how AI can solve big problems.