Bad Recommendations: Activists say YouTube's algorithm spreads climate disinformation.
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Bad Recommendations: Activists say YouTube's algorithm spreads climate disinformation.

YouTube is a great place to learn about new ideas — including some that have been thoroughly discredited. YouTube’s recommendation algorithm is helping spread misinformation about climate change, according to research by Avaaz, a self-funded activist group.

January 22, 20202 min read
Bad Recommendations: Activists say YouTube's algorithm spreads climate disinformation.
Harm

Bad Recommendations: Activists say YouTube's algorithm spreads climate disinformation.

YouTube is a great place to learn about new ideas — including some that have been thoroughly discredited. YouTube’s recommendation algorithm is helping spread misinformation about climate change, according to research by Avaaz, a self-funded activist group.

January 22, 20202 min read
Zhi-Hua Zhou — Fresh Methods, Clear Guidelines: Professor Zhi-Hua Zhou's AI hopes for 2020
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Zhi-Hua Zhou — Fresh Methods, Clear Guidelines: Professor Zhi-Hua Zhou's AI hopes for 2020

I have three hopes for 2020: Hope that advanced machine learning techniques beyond deep neural networks can emerge. Neural networks have been studied and applied by many researchers, engineers, and practitioners for a long time.

January 1, 20201 min read
Zhi-Hua Zhou — Fresh Methods, Clear Guidelines: Professor Zhi-Hua Zhou's AI hopes for 2020
Harm

Zhi-Hua Zhou — Fresh Methods, Clear Guidelines: Professor Zhi-Hua Zhou's AI hopes for 2020

I have three hopes for 2020: Hope that advanced machine learning techniques beyond deep neural networks can emerge. Neural networks have been studied and applied by many researchers, engineers, and practitioners for a long time.

January 1, 20201 min read
Dawn Song — Taking Responsibility for Data: The importance of a responsible data economy
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Dawn Song — Taking Responsibility for Data: The importance of a responsible data economy

Datasets are critical to AI and machine learning, and they are becoming a key driver of the economy. Collection of sensitive data is increasing rapidly, covering almost every aspect of people’s lives.

January 1, 20202 min read
Dawn Song — Taking Responsibility for Data: The importance of a responsible data economy
Harm

Dawn Song — Taking Responsibility for Data: The importance of a responsible data economy

Datasets are critical to AI and machine learning, and they are becoming a key driver of the economy. Collection of sensitive data is increasing rapidly, covering almost every aspect of people’s lives.

January 1, 20202 min read
Transparency for Military AI: National Security Commission on AI required to share info
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Transparency for Military AI: National Security Commission on AI required to share info

A U.S. federal judge ruled that the public must be able to see records from a government-chartered AI advisory group. The court decided that the National Security Commission on AI, which guides defense research into AI-powered warfighting technology, must respond to freedom-of-information requests.

December 11, 20191 min read
Transparency for Military AI: National Security Commission on AI required to share info
Harm

Transparency for Military AI: National Security Commission on AI required to share info

A U.S. federal judge ruled that the public must be able to see records from a government-chartered AI advisory group. The court decided that the National Security Commission on AI, which guides defense research into AI-powered warfighting technology, must respond to freedom-of-information requests.

December 11, 20191 min read
Google's AI Explains Itself: How Google's xAI tools help evaluate model performance
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Google's AI Explains Itself: How Google's xAI tools help evaluate model performance

Google's AI platform offers a view into the mind of its machines. Explainable AI (xAI) tools show which features exerted the most influence on a model’s decision, so users can evaluate model performance and potentially mitigate biased results.

December 4, 20192 min read
Google's AI Explains Itself: How Google's xAI tools help evaluate model performance
Harm

Google's AI Explains Itself: How Google's xAI tools help evaluate model performance

Google's AI platform offers a view into the mind of its machines. Explainable AI (xAI) tools show which features exerted the most influence on a model’s decision, so users can evaluate model performance and potentially mitigate biased results.

December 4, 20192 min read
Blind Spot
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Blind Spot

In March 2018, one of Uber’s self-driving cars became the first autonomous vehicle reported to have killed a pedestrian. A new report by U.S. authorities suggests that the accident occurred because the car’s software was programmed to ignore jaywalkers.

November 13, 20192 min read
Blind Spot
Harm

Blind Spot

In March 2018, one of Uber’s self-driving cars became the first autonomous vehicle reported to have killed a pedestrian. A new report by U.S. authorities suggests that the accident occurred because the car’s software was programmed to ignore jaywalkers.

November 13, 20192 min read
Deepfakes Wreak Havoc
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Deepfakes Wreak Havoc

Will AI fakery erode public trust in the key social institutions? Generative models will flood media outlets with convincing but false photos, videos, ads, and news stories. The ensuing crisis of authority will lead to widespread distrust in everything from the financial system to democracy itself.

October 30, 20192 min read
Deepfakes Wreak Havoc
Harm

Deepfakes Wreak Havoc

Will AI fakery erode public trust in the key social institutions? Generative models will flood media outlets with convincing but false photos, videos, ads, and news stories. The ensuing crisis of authority will lead to widespread distrust in everything from the financial system to democracy itself.

October 30, 20192 min read
AI Goes Rogue
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AI Goes Rogue

Could humanity be destroyed by its own creation? If binary code running on a computer awakens into sentience, it will be able to think better than humans. It may even be able to improve its own software and hardware.

October 30, 20191 min read

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