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Gene Kogan
Gene Kogan

2.2K Followers

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May 10

Provenance for Generative AI

A Cambrian explosion in generative AI tools, startups, and communities has released a wellspring of creativity and enthusiasm for AI art in recent years. However, this has also led to contentious debate surrounding issues of copyright, attribution, the implications of this technology for professional artists, and increasingly even existential risk…

Provenance

4 min read

Provenance for Generative AI
Provenance for Generative AI
Provenance

4 min read


Sep 22, 2019

The Spirit of Decentralization

A decentralized organization is more than the sum of its parts — This is the 2nd article of a 4-part series introducing Abraham, an open project to study and build an autonomous artificial artist. The full series is as follows: • Artist in the Cloud — Towards the summit of AI, art, and autonomy • The Spirit of Decentralization • T̶h̶e̶ ̶C̶o̶l̶l̶e̶c̶t̶i̶v̶e̶…

Machine Learning

20 min read

The Spirit of Decentralization
The Spirit of Decentralization
Machine Learning

20 min read


Jul 16, 2019

Artist in the Cloud

Towards the summit of AI, art, and autonomy — Abraham is an open project to make an autonomous artificial artist, a crowd-sourced AI that generates art. This article, the first in a 4-part series, gives an overview of the basic idea. Follow-up articles will examine each of the technical components in greater depth. The full series is as follows: …

Artificial Intelligence

9 min read

Artist in the Cloud
Artist in the Cloud
Artificial Intelligence

9 min read


Dec 28, 2017

From deep learning down

An excavation of mathematics reveals the continuity of our knowledge — If deep learning is what used to be called machine learning, machine learning is what used to be called computational statistics. After all, few would have been familiar with the term in the early 1980s when they were already writing programs for logistic regression, principal component analysis, and other…

Mathematics

5 min read

From deep learning down
From deep learning down
Mathematics

5 min read


Jul 9, 2017

Machine relearning

What I’ve learned from one year of workshops — Over the past year, I’ve been teaching a workshop I’ve usually called “machine learning for artists,” which is also the name of a free, online book I’m building with collaborators, containing supporting materials and educational resources about a subject I’ve been interested in for a long time which has received…

Machine Learning

8 min read

Machine relearning
Machine relearning
Machine Learning

8 min read


Jan 3, 2016

Machine learning for artists

This spring I will be teaching a course at NYU’s Interactive Telecommunications Program (ITP) called “Machine Learning for Artists.” Since the subject is fairly uncommon outside of the realm of scientific research, I thought it would be helpful to outline my motivations for offering this class. There have been a…

Art

5 min read

Machine learning for artists
Machine learning for artists
Art

5 min read


Dec 20, 2015

From Pixels to Paragraphs

How artistic experiments with deep learning guard us from hype — In recent months, a raft of art projects concerned with deep learning [1][2] have appeared, helping to popularize a branch of machine learning that has rapidly gained traction within the research community. Characterized by more complex architectures than previous generations of machine learning, large-scale deep learning methods have only recently…

Artificial Intelligence

5 min read

From Pixels to Paragraphs
From Pixels to Paragraphs
Artificial Intelligence

5 min read

Gene Kogan

Gene Kogan

2.2K Followers

programmer, primate. http://www.genekogan.com

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