In June, OpenAI published a paper detailing GPT-3, a machine learning model that achieves strong results on a number of natural language benchmarks. At 175 billion parameters — the part of the model that has learned from historical training data — it’s one of the largest of its kind. It’s also among the most sophisticated, with the ability to make primitive analogies, write in the style of…
A battle for control over machine learning operations (MLOps) is beginning in earnest as organizations embrace feature store repositories to build AI models more efficiently.
A feature store is at its core a data warehouse through which developers of AI models can share and…
Deep reinforcement learning systems are among the most capable in AI, particularly in the robotics domain. However, in the real world, these systems encounter a number of situations and behaviors to which they weren’t exposed during development.
In a step toward systems…
AI systems’ failures have become a recurring theme in technology news. Credit scoring algorithms that discriminate against women. Computer vision systems that misclassify people with darker skin. Recommendation systems that promote violent content. Trending algorithms that amplify fake news.
Most complex software systems fail at some point, and they need to be updated regularly. We have…
Researchers at Facebook and New York University (NYU) claim to have developed three machine learning models that could help doctors predict how a COVID-19 patient’s condition might develop. The open-sourced models, all of which require no more than a sequence of X-rays…
Oqton raises $40 million to apply AI to additive manufacturing
January 15, 2021
Oqton, a startup developing a factory operating system that integrates engineering software with manufacturing hardware, today raised $40 million. The company says the funds will be used to further develop Oqton’s platform while expanding its commercial partnerships in…
This AI smart crib gently bounces waking babies back to sleep
January 15, 2021
There is nothing in the world more valuable to new parents than sleep. To help with that, Cradlewise developed a smart crib that uses AI and a built-in monitor to help your little one stay snoozing for as long as possible. A sleekly designed bassinet in white and light-colored wood, it features an arch over the crib that contains the monitor and camera. The bed portion of the crib can be…
Lumiata, a company providing AI-powered predictive analytics for managing health care costs, has raised $14 million. The company says it will use the funds to scale its platform and invest in customer acquisition ahead of the opening of an office in Guadalajara, Mexico in…
Google today launched Guest Mode, a new way to use Google Assistant on smart devices like Nest Audio and Nest Hub Max without having to sign into a Google account. First announced last fall, Guest Mode allows users to use Google Assistant-powered smart speakers and smart…
The AI arms race comes to enterprise content management
January 14, 2021
Enterprise content management (ECM) platforms that have historically been employed to manage files are, thanks to the rise of AI, about to evolve into central repositories for keeping track of relationships between a much wider range of types of data.
Fresh off raising an additional $80 million in funding, M-Files is in the process of extending the metadata it created to track data stored in its…
