This week’s record of high knowledge information highlights covers November 16, 2024 to November 22, 2024, and contains articles on utilizing AI to find deposits of priceless metals and a brand new drone that helps protect wildlife.
1. Detecting Battery Failures
Researchers on the U.S. Nationwide Institute of Requirements and Know-how (NIST) have developed an early warning system to detect imminent lithium-ion battery failures utilizing AI. NIST skilled a machine studying algorithm on roughly 1,000 audio samples of exploding batteries, which emit a particular click-hiss sound correct earlier than explosion. The system might present essential minutes of warning earlier than a battery failure, enhancing security in houses, workplace buildings, and electrical automobile parking garages the place lithium-ion batteries are widespread.
2. Purchasing Smarter
Perplexity, an AI search engine, has launched a brand new purchasing assistant that enables customers to analysis merchandise, evaluate choices, and make purchases with one-click checkout utilizing AI. The system makes use of conversational prompts and picture inputs to supply product comparisons in on a regular basis language, that includes critiques, goal solutions, and AI-generated product playing cards with related specs.
3. Matching Sufferers and Medical Research
Researchers on the Nationwide Institutes of Well being have developed an algorithm referred to as TrialGPT to attach potential volunteers with acceptable medical analysis research listed on the U.S. authorities’s web site. The system processes affected person summaries containing medical and demographic info, then the algorithm analyzes this info to pick out related medical trials for which the affected person is eligible.
4. Streamlining Authorities Providers
Palm Seaside County in Florida has carried out a web based search device referred to as AskPBC to enhance public entry to county providers like making public data requests. Polimorphic, a New York-based software program supplier for the general public sector, developed the device to course of pure language queries and supply correct responses based mostly on info from the county’s web site and authorities knowledge. The device helps streamline authorities help on totally different requests and makes it simpler to seek out the related info on the county web site.
5. Discovering Beneficial Metals
A California-based firm referred to as Earth AI found vital deposits of palladium and platinum, that are important supplies for clear power applied sciences, utilizing AI. The corporate analyzed geological knowledge and satellite tv for pc imagery to determine areas with excessive possibilities of containing these priceless metals, demonstrating the potential of AI to find new deposits of uncommon and priceless supplies utilized in clear power applied sciences.
6. Detecting Quantum Errors
Researchers at Google DeepMind have developed AlphaQubit, a system that may determine errors in quantum computer systems with excessive accuracy utilizing AI. AlphaQubit makes use of a neural network-based decoder, which researchers skilled on lots of of tens of millions of examples of errors, to foretell when a qubit experiences faults. AlphaQubit outperformed present decoders, which might assist overcome present issues in qubit features to supply extra dependable and scalable quantum computer systems.
7. Preventing Bias in Healthcare
Researchers on the College of Pennsylvania have developed a digital actuality (VR) coaching program to assist docs acknowledge and mitigate unconscious biases in affected person care. The VR simulations place docs and nurses in situations the place they work together with digital sufferers from numerous ethnic and racial backgrounds, in addition to observe probably biased therapies of sufferers. These observations higher inform practitioners of what biased choices appear to be, and the device offers speedy suggestions on their very own efficiency.
8. Streamlining Content material Creation
YouTube has launched an AI device referred to as Dream Display that enables creators to generate backgrounds in varied cinematic kinds utilizing textual content prompts, enabling them to put themselves in fictional settings. The brand new device can enhance the creators’ content material engagement on YouTube Shorts and permit extra inventive freedom for brief clips.
9. Preserving Wildlife
The Australian Wildlife Conservancy has deployed a thermal drone to trace endangered koalas in a wildlife sanctuary, recognizing 10 koalas in an approximate 600-acre space of the protect. The drone makes use of thermal imaging know-how to detect the warmth signatures of koalas hidden within the dense forest cover.
10. Optimizing Deliveries
A Florida-based firm referred to as OneRail has developed a platform to optimize last-mile supply operations for retailers and wholesalers. The platform makes use of AI to investigate order knowledge and historic efficiency metrics and mechanically choose essentially the most environment friendly delivery modes and provider networks, connecting to an enormous community of 12 million drivers throughout 400 cities in the US and Canada. The platform might assist overcome a big drawback for retailers—the final stage of the supply course of—which regularly results in late deliveries because of technical points or prices.
Picture credit score: MiningWatch Portugal
