Originally published in NannyML, May 31, 2023. If you search for information on ML monitoring online, there is a good chance that you’ll come across various monitoring approaches advocating for putting data drift at the center of monitoring solutions. While data drift detection is indeed a key component of a healthy monitoring workflow, we found
Originally published in Meta AI, May 22, 2023. Equipping machines with the ability to recognize and produce speech can make information accessible to many more people, including those who rely entirely on voice to access information. However,...
Originally published in CNBC, April 13, 2023. Bloomberg LP has developed an AI model using the same underlying technology as OpenAI’s GPT, and plans to integrate it into features delivered through its terminal software, a company official...
Originally published in Interesting Engineering, April 28, 2023. The AI model analyzed speeches from the U.S. Federal Reserve from the past 25 years to determine the nature of policy signals and gain a trading advantage. Analysts at...
Originally published in Stephen Wolfram, Feb 14, 2023. It’s Just Adding One Word at a Time That ChatGPT can automatically generate something that reads even superficially like human-written text is remarkable, and unexpected. But how does it do it?...
Originally published in VentureBeat, April 30, 2023. Throughout 2022, generative AI captured the public’s imagination. With the release of Stable Diffusion, Dall-E2, and ChatGPT-3, people could engage with AI first-hand, watching with awe as seemingly intelligent systems created art, composed songs,...
Originally published in Medium.com/Airbnb Tech Blog, March 22, 2023. Airbnb 2022 release introduced Categories, a browse focused product that allows the user to seek inspiration by browsing collections of homes revolving around a common theme, such as Lakefront, Countryside,...
Originally published in Amazon Science, April 14, 2023. The requirement that at any given time, all customers see the same prices for the same products necessitates innovation in the design of A/B experiments. The prices of products...
Originally published in QuantaMagazine, April 13, 2023. Despite the wild success of ChatGPT and other large language models, the artificial neural networks (ANNs) that underpin these systems might be on the wrong track. For one, ANNs are...
Originally published in MIT Technology Review, April 4, 2023. A new kind of machine-learning model built by a team of researchers at the music-streaming firm Spotify captures for the first time the complex math behind counterfactual analysis,...
