Machine Learning Times
Machine Learning Times
EXCLUSIVE HIGHLIGHTS
A University Curriculum Supplement to Teach a Business Framework for ML Deployment
    In 2023, as a visiting analytics professor...
The AI Playbook: Providing Important Reminders to Data Professionals
 Originally published in DATAVERSITY. This article reviews the new...
Decode the Algorithm: Navigate the World of Machine Learning in Business with ‘The AI ​​Playbook’
  This article reviews the new book, The AI Playbook, by...
To Deploy Machine Learning, You Must Manage Operational Change—Here Is How UPS Got It Right
 Originally published in Harvard Data Science Review. For more...

artificial intelligence

Announcing Eric Siegel’s New Book: The AI Playbook

  Dear Reader, I’m excited to announce the forthcoming, second book by Eric Siegel, The AI Playbook: Mastering the Rare Art of Machine Learning Deployment. I’ve appended some details below – or click here for more info and to preorder the book. The Executive Editor of The Machine Learning Times, Eric is my colleague –

Can LLMs Learn From a Single Example?

 Originally published in Fast.AI, Sept 4, 2023. We’ve noticed an unusual training pattern in fine-tuning LLMs. At first we thought it’s a bug, but now we think it shows LLMs can learn effectively from a single example....

Microsoft Says It Will Take the Heat if Copilot AI Commercial Users Get Sued

 Originally published in The Verge, Sept 7, 2023.  Microsoft is telling customers it will assume legal responsibility if they get sued for copyright infringement while using the company’s AI Copilot services. In a blog post about an...

Meta Launches Own AI Code-Writing Tool: Code Llama

 Originally posted in The Verge, Aug 24, 2023. Meta said Code Llama will make it easier to finish code. Meta has released a tool called Code Llama, built on top of its Llama 2 large language model, to generate...

Introducing AudioCraft: A Generative AI Tool For Audio and Music

 Originally published in Meta, Aug 2, 2023. Imagine a professional musician being able to explore new compositions without having to play a single note on an instrument. Or a small business owner adding a soundtrack to their...

Leveraging Transformers to Improve Product Retrieval Results

 Originally published in Amazon Science, Aug 3, 2023. Assessing the absolute utility of query results, rather than just their relative utility, improves learning-to-rank models. When a customer clicks on an item in a list of product-search results,...

What Self-Driving Cars Tell Us About AI Risks

 Originally published in IEEE Spectrum, July 30, 2023.  Five conclusions from an automation expert fresh off a stint with the U.S. highway safety agency. In 2016, just weeks before the Autopilot in his Tesla drove Joshua Brown to...

Meta Plans AI-Powered Chatbots to Boost Social Media Numbers

 Originally published in Ars Technica, Aug 1, 2023.   Amid competition from TikTok, Meta looks to the next frontier of user engagement. Meta is reportedly developing a range of AI-powered chatbots with different personalities, a move aimed at...

ChatGPT’s Performance Is Slipping, New Study Says

 Originally published in Decrypt, July 19, 2023. UC Berkeley researchers found that ChatGPT has not improved over time, and in fact, may have gotten worse. ChatGPT exploded onto the scene late last year, dazzling people with its...

Experimenting with Machine Learning to Target In-App Messaging

 Originally published in Spotify R&D Engineering, June 28, 2023. Messaging at Spotify At Spotify, we use messaging to communicate with our listeners all over the world. Our Messaging team powers and creates delightful foreground and background communications...

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