Machine Learning Times
Machine Learning Times
EXCLUSIVE HIGHLIGHTS
The Rise Of Large Database Models
 Originally published in Forbes Even as large language models have...
3 Predictions For Predictive AI In 2025
 Originally published in Forbes GenAI’s complementary sibling, predictive AI, makes...
The Quant’s Dilemma: Subjectivity In Predictive AI’s Value
 Originally published in Forbes This is the third of a...
To Deploy Predictive AI, You Must Navigate These Tradeoffs
 Originally published in Forbes This is the second of a...

Left-hand

Machines of Loving Understanding

 Originally published in Pete Warden’s Blog, Nov 11, 2022. I like to think (it has to be!) of a cybernetic ecology where we are free of our labors and joined back to nature, returned to our mammal brothers and sisters, and all watched over by machines of loving grace. Brautigan’s poem inspires and terrifies me at

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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