Ranks distinct AI gain and problem claims from the published record. Scores reward impact, independent source strength, scale, confidence, and recency.
In a 2022-2024 study of 472 emergency department patients with suspected pulmonary thromboembolism across three Mashhad University of Medical Sciences centers, researchers developed explainable machine-learning models intended to operate after Wells/Geneva triage. Using CTPA as reference, Extra Trees achieved accuracy 0.82, sensitivity 0.69, specificity 0.86 and AUC 0.83 for PTE prediction, and AUC 0.77 for central and 0.67 for peripheral emboli for anatomical classification.
A July 2026 peer-reviewed study compared ChatGPT GPT-5.1, Gemini 2.5 Flash, and Claude Sonnet 4.5 against expert periodontologists on 20 periodontal patient questions. Nine blinded periodontologists rated anonymized answers for scientific accuracy, completeness, conciseness & focus, empathy, and clarity.
In 282 patients with Lenke 1/2 adolescent idiopathic scoliosis treated with selective posterior thoracic fusion, investigators built an interpretable machine learning pipeline to stratify risk of postoperative coronal imbalance. After reducing 24 candidates to key features, a LightGBM model achieved the highest discrimination with AUC 0.885 in training and 0.824 in internal validation, with SHAP highlighting LIV-LSTV relationship, Lumbar Modifier, and Risser grade.
Published April 24, 2026, this peer-reviewed review examines the use of explainable AI in Food Engineering. It describes how AI models using spectral imaging are used to detect contaminants and assess freshness to meet food quality standards, but their complexity creates opacity that hinders adoption by quality control inspectors.
Accenture has begun calling its near 800,000 employees reinventors as part of a push to be seen as a leader in artificial intelligence. The term came from a June reorganisation that combined strategy, consulting, creative, technology and operations into Reinvention Services, and chief executive Julie Sweet has started using the label internally while the firm pushes broader adoption.
Two years ago at age 39, after 15 years as a freelance writer and novelist, the author began training to teach English with the aim of helping young people become stronger readers, writers and thinkers. As training progressed, a persistent question about what to do about artificial intelligence created growing uncertainty.
In October, a sixth-grade student at a middle school in Brooklyn received an assignment to create a science experiment and then ask Google Gemini for feedback. His mother, Kelly Clancy, objected to the teacher and later founded Parents for AI Caution in Educational Spaces, which is pushing for a two-year moratorium on AI in New York City public schools.
UK Finance reported almost 15,000 investment scams in 2025, with about £221.5m lost after people were persuaded to move money to fake investments or fictitious funds, a 40% rise on the prior year. The report said criminals use artificial intelligence to dupe people and that advances in AI make large-scale scams easier, with schemes involving gold, cryptocurrencies and wine.
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