Lifeboat Foundation

AI is said to ruin lives, but Europe is not letting that happen.

Vanderbilt researchers have developed an active machine learning approach to predict the effects of tumor variants of unknown significance, or VUS, on sensitivity to chemotherapy. VUS, mutated bits of DNA with unknown impacts on cancer risk, are constantly being identified. The growing number of rare VUS makes it imperative for scientists to analyze them and determine the kind of cancer risk they impart.

Traditional prediction methods display limited power and accuracy for rare VUS. Even machine learning, an artificial intelligence tool that leverages data to “learn” and boost performance, falls short when classifying some VUS. Recent work by the lab of Walter Chazin, Chancellor’s Chair in Medicine and professor of biochemistry and chemistry, led by co-first authors and postdoctoral fellows Alexandra Blee and Bian Li, featured an active machine learning technique.

Active machine learning relies on training an algorithm with existing data, as with machine learning, and feeding it new information between rounds of training. Chazin and his lab identified VUS for which predictions were least certain, performed biochemical experiments on those VUS and incorporated the resulting data into subsequent rounds of algorithm training. This allowed the model to continuously improve its VUS classification.

University of Toronto researchers are working on advanced snake-like robots with many useful applications.

Slender, flexible, and extensible robots

Now, a team led by Jessica Burgner-Kahrs, the director of the Continuum Robotics Lab at the University of Toronto Mississauga, is building very slender, flexible, and extensible robots that could be used by doctors to save lives, according to a press release by the institution. They do this by accessing difficult-to-reach places.

With the push of a button, a messy bedroom becomes a spotless living room. America’s housing crisis isn’t going away, but technology that allows small spaces to serve multiple purposes could help.

❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambdalabs.com/papers.

📝 The paper “MegaPortraits: One-shot Megapixel Neural Head Avatars” is available here:
https://samsunglabs.github.io/MegaPortraits/

Continue reading “Samsung’s AI: Megapixel DeepFakes! 📷” »

With the technological advances in telescope instrumentation and software capabilities, it became necessary to streamline the observation process.

A year after Tesla announced its humanoid robot — the Tesla Bot — the conceptual general-purpose robot is up against some Chinese competition. On the sidelines of Xiaomi’s Autumn launch event in Beijing, the company announced its first full-size humanoid bionic robot. The rather unimaginatively named Xiaomi CyberOne is the second robotic product from Xiaomi and comes a year after the announcement of the Xiaomi Cyberdog, which they showcased at their 2021 Autumn launch event.

Xiaomi.

Continue reading “Xiaomi CyberOne Robot Revealed To Give Tesla Bot A Humanoid Rival” »

DALL-E 2, OpenAI’s powerful text-to-image AI system, can create photos in the style of cartoonists, 19th century daguerreotypists, stop-motion animators and more. But it has an important, artificial limitation: a filter that prevents it from creating images depicting public figures and content deemed too toxic.

Now an open source alternative to DALL-E 2 is on the cusp of being released, and it’ll have no such filter.

London-and Los Altos-based startup Stability AI this week announced the release of a DALL-E 2-like system, Stable Diffusion, to just over a thousand researchers ahead of a public launch in the coming weeks. A collaboration between Stability AI, media creation company RunwayML, Heidelberg University researchers and the research groups EleutherAI and LAION, Stable Diffusion is designed to run on most high-end consumer hardware, generating 512×512-pixel images in just a few seconds given any text prompt.

Musk’s lawyers have asked a judge to force the social media company to unmask employees who calculate bot numbers, Reuters and Bloomberg reported.