A QI analysis of a Butterfly-enabled POCUS program—centered on lung ultrasound for pulmonary congestion and assisted by an AI B-line Counter—was related to 246 bed-days freed and $751,537 in direct price financial savings in admissions for undifferentiated dyspnea, together with acute heart-failure exacerbations. Butterfly Network, Inc. (NYSE: BFLY), a digital well being firm remodeling care by…
Recognition displays NetApp’s Ability to Execute and Completeness of Vision NetApp® (NASDAQ: NTAP), the clever knowledge infrastructure firm, right now introduced it has been acknowledged by Gartner as a Leader in the 2025 Gartner Magic Quadrant for Enterprise Storage Platforms. NetApp believes this recognition displays how the corporate’s steady innovation helps prospects construct Intelligent Data…
Table of contents What is catastrophic forgetting in foundation models? Why does online reinforcement learning forget less than supervised fine-tuning? How can forgetting be measured? What do experiments on large language models reveal? How does RL compare to SFT in robotics tasks? What insights come from the ParityMNIST study? Why do on-policy updates matter? Are…
Recall.ai supplies the infrastructure builders want to construct AI merchandise that perceive human conversations—increasing past assembly bots to seize information from desktop, telephone, and in-person interactions. This Series B spherical, led by Bessemer Venture Partners, with participation from HubSpot Ventures, Salesforce Ventures, Ridge Ventures, Y Combinator, RTP Ventures, in addition to notable angels together with…
In this tutorial, we show how to construct a sophisticated but accessible Bioinformatics AI Agent utilizing Biopython and common Python libraries, designed to run seamlessly in Google Colab. By combining sequence retrieval, molecular evaluation, visualization, a number of sequence alignment, phylogenetic tree development, and motif searches into a single streamlined class, the tutorial offers a…
Table of contents Why is long context such a bottleneck for LLMs? How does REFRAG compress and shorten context? How is acceleration achieved? How does REFRAG preserve accuracy? What do the experiments reveal? Summary FAQs A staff of researchers from Meta Superintelligence Labs, National University of Singapore and Rice University has unveiled REFRAG (REpresentation For…
Latvian language-tech agency Tilde has launched TildeOpen LLM, an open-source foundational massive language mannequin (LLM) purpose-built for European languages, with a pointy deal with under-represented and smaller nationwide and regional languages. It’s a strategic leap towards linguistic fairness and digital sovereignty inside the EU. Under the Hood: Architecture, Training and Governance The public launch occurred…
Large language fashions (LLMs) fairly often generate “hallucinations”—assured but incorrect outputs that seem believable. Despite enhancements in coaching strategies and architectures, hallucinations persist. A brand new analysis from OpenAI offers a rigorous rationalization: hallucinations stem from statistical properties of supervised versus self-supervised studying, and their persistence is strengthened by misaligned analysis benchmarks. What Makes Hallucinations…
In this superior DeepSpeed tutorial, we offer a hands-on walkthrough of cutting-edge optimization methods for coaching massive language fashions effectively. By combining ZeRO optimization, mixed-precision coaching, gradient accumulation, and superior DeepSpeed configurations, the tutorial demonstrates how one can maximize GPU reminiscence utilization, scale back coaching overhead, and allow scaling of transformer fashions in resource-constrained environments,…
Technology has a manner of sneaking up on us. One minute you’re marveling at a cellphone digicam that smooths out your pores and skin just a little too kindly, and the subsequent you’re looking at an eerily lifelike digital model of your self generated by a machine. It’s equal elements thrilling and unsettling, like standing…