AI
AI that sees, thinks—and uses tools Meet DeepEyesV2, a multimodal “agentic” model that doesn’t just read text and look at images—it can call external tools like code runners and web search, then weave the results into its reasoning. Key ideas: * Two-stage training: a cold-start phase teaches basic
AI
Meet your AI public-speaking coach Engineers need to explain complex ideas clearly, but personalized practice is hard to get. This research builds a multimodal AI trainer that analyzes both what you say and how you say it, then delivers targeted feedback at scale. * Verbal: pitch, loudness, pacing, intonation * Non-verbal: facial
AI
Meet LiveStar — an AI co‑host for live streams that understands what’s happening on screen and speaks up at the right moment. Most video AIs do great offline, but stumble live: they process frames slowly and interrupt or fall behind. LiveStar fixes that with: * Adaptive streaming decoding: keeps a
AI
As AI shapes decisions everywhere, learners beyond computer science need practical AI literacy. But too often, lessons are code-heavy or lecture-only—hard to access and easy to remember. A new study of AI User, a modular, no-code web curriculum, shows another path. Researchers reviewed Projects 5–8 on natural language,
AI
What if human pose tech could guide doctors in scans? MedSapiens takes a simple but bold idea: adapt a powerful human pose foundation model to find anatomical landmarks—key points—in medical images. * Built by fine-tuning Sapiens across multiple medical datasets. * Sets a new state of the art in success
RemoteSensing
AI spots offshore platforms from space—better with synthetic data Offshore wind, oil & gas, and aquaculture are growing fast. Researchers trained a YOLOv10 model on ESA Sentinel‑1 radar images from the Caspian Sea, South China Sea, Gulf of Guinea, and Brazil—then boosted learning with synthetic examples to
AI
From doodle to design Imagine sketching a rough poster layout and instantly getting a polished version. That’s the promise of Sketch‑to‑Layout, a new approach that uses your sketch as the design guide. * How it works: A multimodal transformer takes your quick sketch plus content (text/images) and