women
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- Leisure & Entertainment > Sports > Basketball (0.76)
- Government > Regional Government > North America Government > United States Government (0.52)
AI chatbots miss urgent issues in queries about women's health
AI chatbots miss urgent issues in queries about women's health AI models such as ChatGPT and Gemini fail to give adequate advice for 60 per cent of queries relating to women's health in a test created by medical professionals Many women are using AI for health information, but the answers aren't always up to scratch Commonly used AI models fail to accurately diagnose or offer advice for many queries relating to women's health that require urgent attention. Thirteen large language models, produced by the likes of OpenAI, Google, Anthropic, Mistral AI and xAI, were given 345 medical queries across five specialities, including emergency medicine, gynaecology and neurology. The queries were written by 17 women's health researchers, pharmacists and clinicians from the US and Europe. The answers were reviewed by the same experts. Any questions that the models failed at were collated into a benchmarking test of AI models' medical expertise that included 96 queries.
- Europe (0.25)
- North America > United States > California (0.05)
- North America > Canada > Quebec > Montreal (0.05)
Chabria: Is RFK Jr. better on women's health than Newsom? We're about to find out
Things to Do in L.A. Tap to enable a layout that focuses on the article. Is RFK Jr. better on women's health than Newsom? We're about to find out Halle Berry speaks Wednesday during the New York Times DealBook Summit, where she criticized Gov. Gavin Newsom for vetoing a bill that would guarantee access to menopause treatment for California women. This is read by an automated voice. Please report any issues or inconsistencies here .
- North America > United States > California > Los Angeles County > Los Angeles (0.06)
- Europe > Ukraine (0.05)
- South America > Venezuela (0.04)
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- North America > United States > South Carolina (0.08)
- North America > United States > Tennessee (0.05)
- Asia > China > Beijing > Beijing (0.05)
- Asia > Japan (0.04)
- Leisure & Entertainment > Sports > Basketball (0.77)
- Government > Regional Government > North America Government > United States Government (0.52)
Energy Landscapes Enable Reliable Abstention in Retrieval-Augmented Large Language Models for Healthcare
Shankar, Ravi, Wong, Sheng, Li, Lin, Bachmann, Magdalena, Silverthorne, Alex, Albert, Beth, Jones, Gabriel Davis
Reliable abstention is critical for retrieval-augmented generation (RAG) systems, particularly in safety-critical domains such as women's health, where incorrect answers can lead to harm. We present an energy-based model (EBM) that learns a smooth energy landscape over a dense semantic corpus of 2.6M guideline-derived questions, enabling the system to decide when to generate or abstain. We benchmark the EBM against a calibrated softmax baseline and a k-nearest neighbour (kNN) density heuristic across both easy and hard abstention splits, where hard cases are semantically challenging near-distribution queries. The EBM achieves superior abstention performance abstention on semantically hard cases, reaching AUROC 0.961 versus 0.950 for softmax, while also reducing FPR@95 (0.235 vs 0.331). On easy negatives, performance is comparable across methods, but the EBM's advantage becomes most pronounced in safety-critical hard distributions. A comprehensive ablation with controlled negative sampling and fair data exposure shows that robustness stems primarily from the energy scoring head, while the inclusion or exclusion of specific negative types (hard, easy, mixed) sharpens decision boundaries but is not essential for generalisation to hard cases. These results demonstrate that energy-based abstention scoring offers a more reliable confidence signal than probability-based softmax confidence, providing a scalable and interpretable foundation for safe RAG systems.
- Europe > United Kingdom > England > Oxfordshire > Oxford (0.14)
- North America > United States (0.14)
- Europe > Ireland (0.04)
- Research Report > New Finding (1.00)
- Overview (1.00)
- Information Technology > Artificial Intelligence > Natural Language > Large Language Model (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.89)
CDC warns of 'enhanced' virus risk for travelers amid outbreak spread by mosquitoes
Fox News senior medical analyst Dr. Marc Siegel shares his perspective on whether the mosquito-borne virus in China will spread to the United States and how AI can be detrimental to children's and young adults' mental health on'Fox Report.' The U.S. Centers for Disease Control and Prevention (CDC) is warning that travelers to China face an "enhanced" risk of contracting a virus spread by mosquitoes. There has been an outbreak of chikungunya in Guangdong Province, which can cause fever, joint pain, headache, muscle pain, joint swelling, and rash. Recently, the CDC raised the warning related to chikungunya in China from Level 1: "Practice Usual Precautions" to Level 2: "Practice Enhanced Precautions." The CDC says there are no medicines to treat chikungunya, and recommends preventing it by wearing insect repellent, wearing long sleeves and pants, or staying in places that have air conditioning or screens on the windows and doors.
- North America > United States > Kansas (0.06)
- Asia > China > Guangdong Province > Shenzhen (0.06)
- Health & Medicine > Therapeutic Area > Neurology (1.00)
- Health & Medicine > Therapeutic Area > Musculoskeletal (1.00)
- Health & Medicine > Therapeutic Area > Infections and Infectious Diseases (1.00)
- Health & Medicine > Therapeutic Area > Immunology (1.00)
20 books by female authors for Women's History Month
These authors made history with their powerful books. March is Women's History Month, a time dedicated to honoring the powerful, inspiring and trailblazing women who have contributed amazing things to our world. What better way to celebrate this month than by diving into books written by women? Female authors have written a diverse range of books, from novels to memoirs, to science fiction and horror. Get your bookmarks ready and prepare to be captivated by these must-read books for Women's History Month. Follow an eccentric artist and her daughter through this short novel.
- North America > United States > Alaska (0.05)
- Asia > Vietnam (0.05)
- North America > United States > New York (0.05)
- Europe > France (0.05)
Polarized Online Discourse on Abortion: Frames and Hostile Expressions among Liberals and Conservatives
Rao, Ashwin, Chang, Rong-Ching, Zhong, Qiankun, Lerman, Kristina, Wojcieszak, Magdalena
Abortion has been one of the most divisive issues in the United States. Yet, missing is comprehensive longitudinal evidence on how political divides on abortion are reflected in public discourse over time, on a national scale, and in response to key events before and after the overturn of Roe v Wade. We analyze a corpus of over 3.5M tweets related to abortion over the span of one year (January 2022 to January 2023) from over 1.1M users. We estimate users' ideology and rely on state-of-the-art transformer-based classifiers to identify expressions of hostility and extract five prominent frames surrounding abortion. We use those data to examine (a) how prevalent were expressions of hostility (i.e., anger, toxic speech, insults, obscenities, and hate speech), (b) what frames liberals and conservatives used to articulate their positions on abortion, and (c) the prevalence of hostile expressions in liberals and conservative discussions of these frames. We show that liberals and conservatives largely mirrored each other's use of hostile expressions: as liberals used more hostile rhetoric, so did conservatives, especially in response to key events. In addition, the two groups used distinct frames and discussed them in vastly distinct contexts, suggesting that liberals and conservatives have differing perspectives on abortion. Lastly, frames favored by one side provoked hostile reactions from the other: liberals use more hostile expressions when addressing religion, fetal personhood, and exceptions to abortion bans, whereas conservatives use more hostile language when addressing bodily autonomy and women's health. This signals disrespect and derogation, which may further preclude understanding and exacerbate polarization.
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- Research Report > New Finding (1.00)
- Research Report > Experimental Study (1.00)
- Information Technology > Communications > Social Media (1.00)
- Information Technology > Artificial Intelligence > Natural Language > Large Language Model (0.66)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning > Regression (0.46)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.34)
From AI-powered offside tracking to CGI adverts: MailOnline reveals the futuristic technologies powering the Women's World Cup this month
The biggest Women's World Cup ever kicked off in Australia and New Zealand earlier this week with wins for both of the host nations. For the first time, the women's version of FIFA's tournament has 32 teams participating, following the format of the men's competition for the past 25 years. It comprises 64 matches across five time zones in nine cities, culminating with the final in Sydney on August 20. On Saturday, England kick off their campaign with a match against Haiti in Brisbane at 7:30pm local time (10:30am BST). MailOnline has taken a look at the innovations underpinning the player and fan experience this year, including AI-powered limb-tracking, a new video assistant referee procedure and a Web3 prediction game.
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NCAA athlete claims she was scolded by AI over message about women's sports
College volleyball player Macy Petty reacts to the U.S. House passing a bill that would ban biological males from competing in women's sports on'Fox News @ Night.' An NCAA volleyball player claims ChatGPT scolded her when she asked the artificial intelligence platform to shorten a tweet about the debate over transgender athletes participating in women's sports. "I was trying to explain [in the tweet] that I'm an NCAA athlete, and that it's important to champion the voice of female athletes and to stand up against this ideological war that's going on that's putting women in danger and taking away the opportunities for scholarships," Macy Petty told Fox News Digital in a phone interview Thursday, explaining it was "a lot of information to cram in one tweet." Petty said she is novice when it comes to using ChatGPT - OpenAI's wildly popular chatbot that can mimic human conversation based on prompts - and had seen an Instagram reel touting the importance of using the platform as the future of technology. After watching the reel, Petty said she was presented with a great opportunity to use the system: Allegedly asking ChatGPT to shorten a tweet on women's sports that had gone over the social media platform's character limit.
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- Europe > Poland > Lesser Poland Province > Kraków (0.05)
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- Media > News (0.78)
- Education (0.69)
- Government > Regional Government > North America Government > United States Government (0.30)