Facebook vs Deepfakes: How Facebook cracked down on deepfakes
Tech & Society

Facebook vs Deepfakes: How Facebook cracked down on deepfakes

Facebook announced a ban on deepfake videos, on the heels of a crackdown on counterfeit profiles that used AI-generated faces. Facebook declared this week that it will remove deepfake videos it deems deliberately misleading.

January 8, 20201 min read
Tracking AI’s Global Growth: The 2019 AI Index tracks the industry's worldwide growth.
Tech & Society

Tracking AI’s Global Growth: The 2019 AI Index tracks the industry's worldwide growth.

Which countries are ahead in AI? Many, in one way or another, and not always the ones you might expect. The Stanford Institute for Human-Centered Artificial Intelligence published its 2019 Artificial Intelligence Index, detailing when, where, and how AI is on the rise.

January 8, 20201 min read
Face Recognition Meets Resistance: The rising resistance against face recognition in 2019
Tech & Society

Face Recognition Meets Resistance: The rising resistance against face recognition in 2019

An international wave of anti-surveillance sentiment pushed back against the proliferation of face recognition systems.

December 24, 20192 min read
Natural Language Processing Models Get Literate: Why 2019 was a breakthrough year for NLP
Tech & Society

Natural Language Processing Models Get Literate: Why 2019 was a breakthrough year for NLP

Earlier language models powered by Word2Vec and GloVe embeddings yielded confused chatbots, grammar tools with middle-school reading comprehension, and not-half-bad translations. The latest generation is so good, some people consider it dangerous.

December 24, 20192 min read
Deepfakes Go Mainstream: Why 2019 was a big year for deepfakes
Tech & Society

Deepfakes Go Mainstream: Why 2019 was a big year for deepfakes

Society awakened to the delight, threat, and sheer weirdness of realistic images and other media dreamed up by computers.

December 24, 20192 min read
Driverless Cars Stall: Why autonomous driving stalled in 2019
Tech & Society

Driverless Cars Stall: Why autonomous driving stalled in 2019

Makers of self-driving cars predicted a quick race to the finish line, but their vehicles are far from the homestretch. A few years ago, some car companies promised road-ready autonomous vehicles as early as 2017.

December 24, 20191 min read
Deepfakes Go Mainstream: Why 2019 was a big year for deepfakes
Tech & Society

Deepfakes Go Mainstream: Why 2019 was a big year for deepfakes

Society awakened to the delight, threat, and sheer weirdness of realistic images and other media dreamed up by computers.

December 24, 20192 min read
A Smoldering Conflict Flares: The debate between AI symbolism and connectionism, explained
Tech & Society

A Smoldering Conflict Flares: The debate between AI symbolism and connectionism, explained

A year-long Twitter feud breathed fresh life into a decades-old argument over AI’s direction. Gary Marcus, a standard bearer of logic-based AI, waged a tireless Twitter campaign to knock deep learning off its pedestal and promote other AI approaches.

December 24, 20192 min read
Simulation Substitutes for Data: When simulation works wonders with deep learning
Tech & Society

Simulation Substitutes for Data: When simulation works wonders with deep learning

The future of machine learning may depend less on amassing ground-truth data than simulating the environment in which a model will operate. Deep learning works like magic with enough high-quality data. When examples are scarce, though, researchers are using simulation to fill the gap.

December 24, 20191 min read
Face Recognition Meets Resistance: The rising resistance against face recognition in 2019
Tech & Society

Face Recognition Meets Resistance: The rising resistance against face recognition in 2019

An international wave of anti-surveillance sentiment pushed back against the proliferation of face recognition systems.

December 24, 20192 min read
A Smoldering Conflict Flares: The debate between AI symbolism and connectionism, explained
Tech & Society

A Smoldering Conflict Flares: The debate between AI symbolism and connectionism, explained

A year-long Twitter feud breathed fresh life into a decades-old argument over AI’s direction. Gary Marcus, a standard bearer of logic-based AI, waged a tireless Twitter campaign to knock deep learning off its pedestal and promote other AI approaches.

December 24, 20192 min read
Simulation Substitutes for Data: When simulation works wonders with deep learning
Tech & Society

Simulation Substitutes for Data: When simulation works wonders with deep learning

The future of machine learning may depend less on amassing ground-truth data than simulating the environment in which a model will operate. Deep learning works like magic with enough high-quality data. When examples are scarce, though, researchers are using simulation to fill the gap.

December 24, 20191 min read
Driverless Cars Stall: Why autonomous driving stalled in 2019
Tech & Society

Driverless Cars Stall: Why autonomous driving stalled in 2019

Makers of self-driving cars predicted a quick race to the finish line, but their vehicles are far from the homestretch. A few years ago, some car companies promised road-ready autonomous vehicles as early as 2017.

December 24, 20191 min read
Natural Language Processing Models Get Literate: Why 2019 was a breakthrough year for NLP
Tech & Society

Natural Language Processing Models Get Literate: Why 2019 was a breakthrough year for NLP

Earlier language models powered by Word2Vec and GloVe embeddings yielded confused chatbots, grammar tools with middle-school reading comprehension, and not-half-bad translations. The latest generation is so good, some people consider it dangerous.

December 24, 20192 min read
IP for AI: Behind the rise of deep learning patents
Tech & Society

IP for AI: Behind the rise of deep learning patents

The number of patents issued for deep learning has doubled every year since 2013. Inventor, engineer, and lawyer Nick Brestoff tracks deep learning patents. He detailed his findings in a blog on InsideBigData and offers advice on how to get patent applications approved.

December 18, 20191 min read

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