Unfinished Artwork? No More
Generative Modeling

Unfinished Artwork? No More

Generative networks can embroider sentences into stories and melodies into full-fledged arrangements. A new model does something similar with drawings.

November 6, 20192 min read
Unfinished Artwork? No More
Generative Modeling

Unfinished Artwork? No More

Generative networks can embroider sentences into stories and melodies into full-fledged arrangements. A new model does something similar with drawings.

November 6, 20192 min read
Who’s Minding the Store?
Generative Modeling

Who’s Minding the Store?

Amazon, watch your back. There’s a new player in the book business and, unlike Jeff Bezos, it doesn’t need eight hours of sleep a night. The online bookstore Booksby.ai is run entirely by AI. Neural networks write the books, create the cover art, price the merchandise, even write the reviews.

November 6, 20191 min read
Deepfakes Wreak Havoc
Generative Modeling

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
Generative Modeling

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
The Long and Short of It
Generative Modeling

The Long and Short of It

Not long ago, text-to-speech systems could read only a sentence at a time, and they were ranked according to their ability to accomplish that limited task. Now that they can orate entire books, we need new benchmarks.

September 25, 20191 min read
The Long and Short of It
Generative Modeling

The Long and Short of It

Not long ago, text-to-speech systems could read only a sentence at a time, and they were ranked according to their ability to accomplish that limited task. Now that they can orate entire books, we need new benchmarks.

September 25, 20191 min read
Generative Models Rock
Generative Modeling

Generative Models Rock

AI’s creative potential is becoming established in the visual arts. Now musicians are tapping neural networks for funkier grooves, tastier licks, and novel subject matter.

September 18, 20192 min read
Generative Models Rock
Generative Modeling

Generative Models Rock

AI’s creative potential is becoming established in the visual arts. Now musicians are tapping neural networks for funkier grooves, tastier licks, and novel subject matter.

September 18, 20192 min read
Facing Down Deepfakes
Generative Modeling

Facing Down Deepfakes

Deepfakes threaten to undermine law and order, perhaps democracy itself. A coalition of tech companies, nonprofits, and academics joined forces to counter potential adverse impacts.

September 11, 20191 min read
Facing Down Deepfakes
Generative Modeling

Facing Down Deepfakes

Deepfakes threaten to undermine law and order, perhaps democracy itself. A coalition of tech companies, nonprofits, and academics joined forces to counter potential adverse impacts.

September 11, 20191 min read
How to Share Dangerous AI
Generative Modeling

How to Share Dangerous AI

OpenAI raised eyebrows in February when it announced — and withheld — the full version of its groundbreaking language model, GPT-2. Six months later, the company has re-examined the decision.

September 4, 20191 min read
Points Paint the Picture
Generative Modeling

Points Paint the Picture

Creating a virtual representation of a scene using traditional polygons and texture maps involves several complex operations, and even neural-network approaches have required manual preprocessing. Researchers propose a new deep-learning pipeline that visualizes scenes with far less fuss.

September 4, 20192 min read
AI in the Real World
Generative Modeling

AI in the Real World

Theoretical advances can be thrilling, but the excitement can drown out all the ways AI is actually being put to use. DeepIndex provides an up-to-date, well organized, cheeky guide to practical applications culled from news reports.

September 4, 20191 min read
Smart Students, Dumb Algorithms: NLP Systems Struggle at Grading Essays
Generative Modeling

Smart Students, Dumb Algorithms: NLP Systems Struggle at Grading Essays

A growing number of companies that sell standardized tests are using natural language processing to assess writing skills. Critics contend that these language models don’t make the grade.

September 4, 20191 min read

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