Machine Learning Times
Machine Learning Times
EXCLUSIVE HIGHLIGHTS
Effective Machine Learning Needs Leadership — Not AI Hype
 Originally published in BigThink, Feb 12, 2024.  Excerpted from The...
Today’s AI Won’t Radically Transform Society, But It’s Already Reshaping Business
 Originally published in Fast Company, Jan 5, 2024. Eric...
Calculating Customer Potential with Share of Wallet
 No question about it: We, as consumers have our...
A University Curriculum Supplement to Teach a Business Framework for ML Deployment
    In 2023, as a visiting analytics professor...

artificial intelligence

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 Park for the first time in a theater. The dinosaurs looked so convincing that they felt like the real thing,

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...

PAW Preview Video: Piotr Wygocki, Ph.D., CEO & Co-Founder at MIM Solutions

 In anticipation of his upcoming presentation at Predictive Analytics World Healthcare, Las Vegas, June 19-24, 2022, Piotr Wygocki Ph.D., CEO & Co-Founder at MIM Solutions, Assistant Professor at University of Warsaw, provided a brief video overview of...

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....

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)...

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