Abstract: Optimization-based meta-learning methods for few-shot one-class classification (FS-OCC) aim to fine-tune a meta-trained model to classify the positive and negative samples using only a few ...

Microsoft Corp. today showcased its vision of an agentic artificial intelligence future for everyday consumers with the launch of its newest model Fara-7B, which can run locally on personal computers ...

In 2024, Microsoft introduced small language models (SLMs) to customers, starting with the release of Phi (opens in new tab) models on Microsoft Foundry (opens in new tab), as well as deploying Phi ...

Progress in computer use agents (CUAs) has been constrained by the absence of large and high-quality datasets that capture how humans interact with a computer. While LLMs have thrived on abundant ...

Microsoft has introduced Fara-7B, a new 7-billion parameter model designed to act as a Computer Use Agent (CUA) capable of performing complex tasks directly on a user’s device. Fara-7B sets new ...

The available Week 7 survivor pool teams has dwindled even further. Couple that with a number of upsets, including the Thursday night New York Giants win over the Philadelphia Eagles 34-17, and many ...

While last week was light on elite matchups, there are some heavyweight contests to consider for 7 college football picks. The headliner is the top-10 contest of Oregon vs. Indiana (CBS/Paramount+), ...

No. 11 LSU (4-1, 1-1 SEC) will look to bounce back in Week 7 with the Tigers set to square off against Shane Beamer and the South Carolina Gamecocks in Death Valley on Saturday night. After falling to ...

Google on Tuesday announced a brand-new AI model called Gemini 2.5 Computer Use, releasing it in preview to developers. If you've been following the AI industry, you might be familiar with the term ...

Google LLC has just announced a new version of its Gemini large language model that can navigate the web through a browser and interact with various websites, meaning it can perform tasks such as ...

Revised: This Reviewed Preprint has been revised by the authors in response to the previous round of peer review; the eLife assessment and the public reviews have been updated where necessary by the ...