Industry
AgMMU: A Comprehensive Agricultural Multimodal Understanding Benchmark
Unlike prior datasets that rely on crowdsourced prompts, AgMMU is distilled from 116,231 authentic dialogues between everyday growers and USDA-authorized Cooperative Extension experts. Through a three stage pipeline: automated knowledge extraction, QA generation, and human verification, we construct (i) AgMMU, an evaluation set of 746 multiple choice questions (MCQs) and 746 open ended questions (OEQs), and (ii) AgBase, a development corpus of 57,079 multimodal facts covering five high-stakes agricultural topics: insect identification, species identification, disease categorization, symptom description, and management instruction.
Long-lost World War II 'Hellship' may have finally been found
Science Archaeology Long-lost World War II'Hellship' may have finally been found Over 1,000 Allied servicemen died aboard the'Hลfuku Maru' in September 1944. More information Adding us as a Preferred Source in Google by using this link indicates that you would like to see more of our content in Google News results. The freighter'Hลfuku Maru,' which was converted into a Hellship by the Japanese Navy during WWII, and was sunk with over 1,200 Allied POWs aboard. Breakthroughs, discoveries, and DIY tips sent six days a week. By signing up, you confirm you are 16+, will receive newsletters and promotional content and agree to our Terms of Use and acknowledge the data practices in our Privacy Policy .
The best last-minute Father's Day gifts for any dad
No matter what your dad is into, they'll appreciate the gifts on this list. We have everything from outdoor gear to tiny vinyl records. More information Adding us as a Preferred Source in Google by using this link indicates that you would like to see more of our content in Google News results. We may earn revenue from the products available on this page and participate in affiliate programs. By signing up, you confirm you are 16+, will receive newsletters and promotional content and agree to our Terms of Use and acknowledge the data practices in our Privacy Policy . Father's Day lands on June 21 this year, which also happens to be the longest day of the year. That gives you maximum daylight and minimum calendar left before it arrives. If our initial 2026 Father's Day gift guide came and went while you procrastinated, this list is the safety net. You can still get many of these items before Sunday, whether that means instant digital delivery (the $80 America the Beautiful parks pass), an in-store pickup (an $8.78 King of the Hill WD-40 can at The Home Depot), or fast shipping on gear like the Wolfbox G900 Pro dash cam.
SpaceX IPO debuts in US markets, Musk becomes world's first trillionaire
SpaceX IPO debuts in US markets, Musk becomes world's first trillionaire SpaceX has debuted on US markets with a market valuation of more than $2 trillion, minting CEO Elon Musk as the world's first trillionaire. Shares opened on Friday at $150 per share, marking a 11 percent increase from the initial public offering (IPO) price of $135, valuing the company at $1.96 trillion and putting the aerospace company on track to become the sixth-largest company in the United States. The company sold $75bn in shares, immediately valuing it at $1.77 trillion. The IPO was oversubscribed four times higher than was otherwise expected, according to the Reuters news agency. Of the institutional investors allocated, according to Bloomberg News, as much as 70 percent went to what are called long-only investments -- a strategy in which holders buy assets based on the expectation that their value will grow over time -- and sovereign wealth funds, including those from Saudi Arabia and Kuwait as well.
MedSG-Bench: A Benchmark for Medical Image Sequences Grounding
Visual grounding is essential for precise perception and reasoning in multimodal large language models (MLLMs), especially in medical imaging domains. While existing medical visual grounding benchmarks primarily focus on single-image scenarios, real-world clinical applications often involve sequential images, where accurate lesion localization across different modalities and temporal tracking of disease progression (e.g., pre-vs.
MedChain: Bridging the Gap Between LLM Agents and Clinical Practice with Interactive Sequence
Clinical decision making (CDM) is a complex, dynamic process crucial to healthcare delivery, yet it remains a significant challenge for artificial intelligence systems. While Large Language Model (LLM)-based agents have been tested on general medical knowledge using licensing exams and knowledge question-answering tasks, their performance in the CDM in real-world scenarios is limited due to the lack of comprehensive benchmark that mirror actual medical practice. To address this gap, we present MedChain, a dataset of 12,163 clinical cases that covers five key stages of clinical workflow.
The battle in rural America against AI data centres
Use BBC.com or the new BBC App to listen to BBC podcasts, Radio 4 and the World Service outside the UK. The world's largest data centre (62sq miles) has been approved in Utah, but there is growing opposition towards the project. At twice the size of Manhattan with promises to create thousands of jobs, we look at the bi partisan opposition against it. In this episode, Justin and Anthony discuss the enormous buildings being built across rural America, to house the huge amounts of data that A.I companies work with. Tech bosses say the centres are essential to the growth of Artificial Intelligence.