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9 storiesInnovation
MV2GF uses a visual foundation model to improve pedestrian detection across camera layouts
A paper accepted by ECCV 2026 proposes MV2GF, a multi-view pedestrian-detection system designed to generalize better when camera arrangements differ from those seen during training. Its authors use a visual geometric foundation model to estimate 3D structure and place image features in more appropriate world-space…arxiv.orgProduct
Nvidia to Raise Flagship AI Chip Prices 17%, Server Makers Say
Nvidia is planning to raise the prices of its flagship AI chips by 17%, according to server makers. Nvidia is planning to raise the prices of its flagship AI chips by 17%, according to server makers. This move is expected to impact the server market, particularly for companies that rely on Nvidia's AI chips for…theinformation.comInnovation
Preprint proposes a more efficient way to improve AI understanding of long videos
A new arXiv preprint introduces Segment-to-Video Supervision, a training method designed to help multimodal AI systems identify relevant details in long videos while reducing training and inference overhead.arxiv.orgInnovation
LoRC paper reports a cross-generator method for detecting AI-generated images
Researchers propose LoRC, a detector based on low-rank collapse in semantic residuals, reporting an average accuracy improvement of 7.0% across multiple benchmarks and 97.0% accuracy on images from 39 unseen generators.arxiv.orgInnovation
GIGAZINE reports MCP roadmap prioritizing long-running agents, identity and scale
GIGAZINE reports that the Model Context Protocol’s new six- to 12-month roadmap focuses on long-running agent tasks, authentication, large tool libraries, communication standards and SDK development.gigazine.netEnterprise
IT Brew reports enterprises are testing open-weight AI models as costs rise
Companies are evaluating downloadable AI models as a hedge against rising usage costs, but hosting, governance and security concerns are slowing adoption.itbrew.comProduct
The Information reports Meta is preparing Hatch, an AI agent platform
B&T reports that Meta is preparing Hatch, a consumer AI agent platform designed for tasks including email, calendar scheduling, coding and navigation of external services. Meta declined to comment, and the reported plans are not independently confirmed.bandt.com.auProduct
Anthropic’s Claude Tag now reads full Slack conversations before deciding whether to act
VentureBeat reports that Anthropic updated Claude Tag so its Slack agent evaluates entire conversations, rather than individual messages, before choosing whether to respond, start work, route a task, or remain silent.venturebeat.comEnterprise
Intuit says 75% of Enterprise Suite customers use AI agents monthly
Intuit CEO Sasan Goodarzi told PYMNTS that 75% of users of the Intuit Enterprise Suite use the company’s AI agents each month, while reporting broader company-reported gains in revenue and workflow automation.pymnts.com
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