Perceptrons Are All You Need: Google Brain's Multi-Layer Perceptron Rivals Transformers
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Perceptrons Are All You Need: Google Brain's Multi-Layer Perceptron Rivals Transformers

The paper that introduced the transformer famously declared, “Attention is all you need.” To the contrary, new work shows you may not need transformer-style attention at all.What’s new: Hanxiao Liu and colleagues at Google

September 8, 20212 min read
Dances With Robots: Tesla Unveils a Robot and D1 Chip at AI Day
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Dances With Robots: Tesla Unveils a Robot and D1 Chip at AI Day

Tesla unveiled its own AI chip and — surprise! — plans for a humanoid robot.What’s new: At Tesla’s AI Day promotional event, the company offered a first look at an upcoming self-driving computer powered by custom AI chips.

September 1, 20212 min read
Dances With Robots: Tesla Unveils a Robot and D1 Chip at AI Day
Vision

Dances With Robots: Tesla Unveils a Robot and D1 Chip at AI Day

Tesla unveiled its own AI chip and — surprise! — plans for a humanoid robot.What’s new: At Tesla’s AI Day promotional event, the company offered a first look at an upcoming self-driving computer powered by custom AI chips.

September 1, 20212 min read
Wake Up and Smell the AI: Coffee Producers Use AI to Grow Better Beans
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Wake Up and Smell the AI: Coffee Producers Use AI to Grow Better Beans

Coffee producers are using machine learning to grow better beans.What’s new: Beverage giant Nespresso is rolling out a system to assess the quality of hybrid coffee seedlings using technology from Israeli-Colombian startup Demetria.

August 25, 20211 min read
Wake Up and Smell the AI: Coffee Producers Use AI to Grow Better Beans
Vision

Wake Up and Smell the AI: Coffee Producers Use AI to Grow Better Beans

Coffee producers are using machine learning to grow better beans.What’s new: Beverage giant Nespresso is rolling out a system to assess the quality of hybrid coffee seedlings using technology from Israeli-Colombian startup Demetria.

August 25, 20211 min read
Weak Foundations Make Weak Models: Foundation AI Models Pass Flaws to Fine-Tuned Variants
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Weak Foundations Make Weak Models: Foundation AI Models Pass Flaws to Fine-Tuned Variants

A new study examines a major strain of recent research: huge models pretrained on immense quantities of uncurated, unlabeled data and then fine-tuned on a smaller, curated corpus.

August 25, 20212 min read
Weak Foundations Make Weak Models: Foundation AI Models Pass Flaws to Fine-Tuned Variants
Vision

Weak Foundations Make Weak Models: Foundation AI Models Pass Flaws to Fine-Tuned Variants

A new study examines a major strain of recent research: huge models pretrained on immense quantities of uncurated, unlabeled data and then fine-tuned on a smaller, curated corpus.

August 25, 20212 min read
More Reliable Pretraining: Pretraining Method Helps AI Learn Useful Representations
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More Reliable Pretraining: Pretraining Method Helps AI Learn Useful Representations

Pretraining methods generate basic representations for later fine-tuning, but they’re prone to certain issues that can throw them off-kilter. New work proposes a solution.

August 25, 20212 min read
More Reliable Pretraining: Pretraining Method Helps AI Learn Useful Representations
Vision

More Reliable Pretraining: Pretraining Method Helps AI Learn Useful Representations

Pretraining methods generate basic representations for later fine-tuning, but they’re prone to certain issues that can throw them off-kilter. New work proposes a solution.

August 25, 20212 min read
Outstanding in the Field: John Deere buys Bear Flag Robotics for $250 million.
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Outstanding in the Field: John Deere buys Bear Flag Robotics for $250 million.

One of the world’s largest makers of farm equipment is doubling down on self-driving tractors. John Deere agreed to pay $250 million for Bear Flag Robotics, a California startup that upgrades conventional tractors.

August 18, 20211 min read
Outstanding in the Field: John Deere buys Bear Flag Robotics for $250 million.
Vision

Outstanding in the Field: John Deere buys Bear Flag Robotics for $250 million.

One of the world’s largest makers of farm equipment is doubling down on self-driving tractors. John Deere agreed to pay $250 million for Bear Flag Robotics, a California startup that upgrades conventional tractors.

August 18, 20211 min read
User Privacy Versus Child Safety: Apple to scan user phones for images of child abuse.
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User Privacy Versus Child Safety: Apple to scan user phones for images of child abuse.

Apple, which has made a point of its commitment to user privacy, announced that it will scan iPhones for evidence of child abuse. The tech giant will include a machine learning model on the device.

August 18, 20212 min read
User Privacy Versus Child Safety: Apple to scan user phones for images of child abuse.
Vision

User Privacy Versus Child Safety: Apple to scan user phones for images of child abuse.

Apple, which has made a point of its commitment to user privacy, announced that it will scan iPhones for evidence of child abuse. The tech giant will include a machine learning model on the device.

August 18, 20212 min read
To Bee or Not to Bee: AI farm robots help to pollinate tomatoes.
Vision

To Bee or Not to Bee: AI farm robots help to pollinate tomatoes.

Insects that spread pollen to fruiting plants are in trouble. A possible alternative: Robots. Farmers in Australia and the U.S. are using robots from Israeli startup Arugga Farming to pollinate greenhouse tomatoes.

August 11, 20211 min read
To Bee or Not to Bee: AI farm robots help to pollinate tomatoes.
Vision

To Bee or Not to Bee: AI farm robots help to pollinate tomatoes.

Insects that spread pollen to fruiting plants are in trouble. A possible alternative: Robots. Farmers in Australia and the U.S. are using robots from Israeli startup Arugga Farming to pollinate greenhouse tomatoes.

August 11, 20211 min read

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