Dec 25, 2019

6 Posts

Illustration of a fireplace with "Happy holidays" cards in English, Spanish and French
Dec 25, 2019

Natural Language Processing Models Get Literate: Top NLP Advances in 2019

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.
Illustration of a reindeer with security cameras pointing at it
Dec 25, 2019

Face Recognition Meets Resistance

An international wave of anti-surveillance sentiment pushed back against the proliferation of face recognition systems.
Sled on the snow
Dec 25, 2019

Driverless Cars Stall

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.
Illustration of three identical reindeers
Dec 25, 2019

Deepfakes Go Mainstream

Society awakened to the delight, threat, and sheer weirdness of realistic images and other media dreamed up by computers.
Illustration of a crystal snowball
Dec 25, 2019

Simulation Substitutes for Data

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.
Illustration of two people playing a snowball fight
Dec 25, 2019

A Smoldering Conflict Flares

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.

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