Machine Learning Times
Machine Learning Times
EXCLUSIVE HIGHLIGHTS
Three Best Practices for Unilever’s Global Analytics Initiatives
    This article from Morgan Vawter, Global Vice...
Getting Machine Learning Projects from Idea to Execution
 Originally published in Harvard Business Review Machine learning might...
Eric Siegel on Bloomberg Businessweek
  Listen to Eric Siegel, former Columbia University Professor,...
Effective Machine Learning Needs Leadership — Not AI Hype
 Originally published in BigThink, Feb 12, 2024.  Excerpted from The...

Industry News

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 here, and they have the potential to fundamentally impact daily life. The future of human-machine interaction is full

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...

Baidu and Pony.ai Become First Robotaxi Services to Operate without Safety Drivers in Beijing

 Originally published in The Verge, April 30, 2022. Baidu and Pony.ai have been given permission to operate their autonomous vehicles without safety drivers in Beijing, a first for robotaxi services in China (via CNBC). Although both companies now no longer need...

Microsoft Deploys and Tests AI Models in Space Aboard the ISS

 Originally published in SiliconANGLE, April 4, 2022. Microsoft Corp. today revealed how it has been working with Hewlett Packard Enterprise Co. and the National Aeronautics and Space Administration to develop and test artificial intelligence models in orbit...

Deepfake Democracy: South Korean Candidate Goes Virtual for Votes

 Originally published in France 24, Feb 14, 2022.  In a crowded campaign office in Seoul, young, trendy staffers are using deepfake technology to try to achieve the near-impossible: make a middle-aged, establishment South Korean presidential candidate cool....

Deep Learning on Electronic Medical Records is Doomed to Fail

 Originally published in Moderndescartes.com, March 22, 2022. A few years ago, I worked on a project to investigate the potential of machine learning to transform healthcare through modeling electronic medical records. I walked away deeply disillusioned with...

Pathways Language Model (PaLM): Scaling to 540 Billion Parameters for Breakthrough Performance

 Originally published in Google AI Blog, April 4, 2022. In recent years, large neural networks trained for language understanding and generation have achieved impressive results across a wide range of tasks. GPT-3 first showed that large language models (LLMs)...

House-Flipping Algorithms Are Coming To Your Neighborhood

 Originally published in MIT Technology Review, April 13, 2022. For years, Michael Maxson spent more nights in hotels than his own bed, working on speaker systems for the titans of heavy rock on global tours. When Maxson...

Auto-Generated Summaries in Google Docs

 Originally published in Google AI Blog, March 23, 2022. For many of us, it can be challenging to keep up with the volume of documents that arrive in our inboxes every day: reports, reviews, briefs, policies and...

How AWS Uses Graph Neural Networks to Meet Customer Needs

 Originally published in Amazon Science, March 24, 2022. Information extraction, drug discovery, and software analysis are just a few applications of this versatile tool. Graphs are an information-rich way to represent data. A graph consists of nodes...

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