Machine Learning Times
Machine Learning Times
EXCLUSIVE HIGHLIGHTS
AI Success Depends On How You Choose This One Number
 Originally published in Forbes, March 25, 2024. To do...
Elon Musk Predicts Artificial General Intelligence In 2 Years. Here’s Why That’s Hype
 Originally published in Forbes, April 10, 2024 When OpenAI’s...
Survey: Machine Learning Projects Still Routinely Fail to Deploy
 Originally published in KDnuggets. Eric Siegel highlights the chronic...
Three Best Practices for Unilever’s Global Analytics Initiatives
    This article from Morgan Vawter, Global Vice...

AI

Artificial General Intelligence Is Not as Imminent as You Might Think

 Originally published in Scientific American, June 6, 2022.   A close look reveals that the newest systems, including DeepMind’s much-hyped Gato, are still stymied by the same old problems.   To the average person, it must seem as if the field of artificial intelligence is making immense progress. According to the press releases, and some of the

A Refresher on Continuous Versus Discrete Input Variables

 How many times have I heard that the most critical element in predictive analytics is the data? Don’t misunderstand what I am saying. Method counts as well. But if there is a choice between better data or...

Podcast: Why Deep Learning Could Expedite the Next AI Winter

  Welcome to the next episode of The Machine Learning Times Executive Editor Eric Siegel’s podcast, The Doctor Data Show. Click here for all episodes and links to listen on your preferred platform. Why Deep Learning Could Expedite the Next...

PAW Preview Video: Evan Wimpey, Director of Strategic Analytics at Elder Research

 In anticipation of his upcoming presentation at Deep Learning World, Las Vegas, June 19-24, 2022, Evan Wimpey, Director of Strategic Analytics at Elder Research, provided a brief video overview of his Deep Learning World presentation, Confidence Intervals...

How Wayfair and Spotify Use Machine Learning to Engage Customers

 Originally published in MIT Management, May 26, 2022. Armed with scores of data, Spotify and Wayfair use machine learning algorithms to make customers happy. Here’s how. Whether you’re combing the online aisles at Wayfair to find a...

DALL-E 2 Creates Incredible Images—and Biased Ones You Don’t See

 Originally published in Wired.com, May 5, 2022. OpenAI’s new system is adept at turning text into images. But researchers say it also reinforces stereotypes against women and people of color. MARCELO RINESI REMEMBERS what it was like to watch Jurassic...

The Hype Around DeepMind’s New AI Model Misses What’s Actually Cool About It

 Originally published in MIT Technology Review, May 23, 2022. Some worry that the chatter about these tools is doing the whole field a disservice. Earlier this month, DeepMind presented a new “generalist” AI model called Gato. The model...

Artificial Intelligence Is Breaking Patent Law

 Originally published in Nature, May 24, 2022. The patent system assumes that inventors are human. Inventions devised by machines require their own intellectual property law and an international treaty. In 2020, a machine-learning algorithm helped researchers to...

Best Practices for Deploying Language Models

 Originally published in cohere.com, June 2, 2022.  Cohere, OpenAI, and AI21 Labs have developed a preliminary set of best practices applicable to any organization developing or deploying large language models. Computers that can read and write are...

Magic Numbers

 Originally published in Real Life Mag, May 12, 2022. Treating “the algorithm” as a kind of divine power misunderstands where algorithmic power comes from. When TikTok first began to amass media attention, a narrative about its “eerily...

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