Ranks distinct AI gain and problem claims from the published record. Scores reward impact, independent source strength, scale, confidence, and recency.
A peer-reviewed study published September 7, 2026 compared three large language models to 10 international hip preservation experts on a 21-item questionnaire derived from consensus guidelines for femoroacetabular impingement, dysplasia and microinstability. Gemini scored 100%, ChatGPT 98.4% and Claude 96.8% versus 90.5% for experts, with models also showing higher intra-item agreement.
Researchers introduced NDIB-Sim, a multimodal bidirectional physics-informed neural network that combines a data-driven module with a multiscale neural dynamics mechanism module. By publication on 2026-09-07, extensive experiments showed it could predict long-term brain activity from short-term observations with average functional connectivity similarity above 0.97 and infer individual-specific effective connectivity.
In a November 2023 peer-reviewed study, researchers surveyed 68 educators and 158 university students about when generative AI should be used in academic writing. Participants reviewed ChatGPT prompts and outputs for brainstorming, outlining, writing, revising, feedback, and evaluating, and rated acceptability for student versus teacher use.
By October 2025, peer-reviewed literature described AI as a key enabler of personalized nutrition, using machine learning to analyze multiomics datasets and guide microbiome-based dietary interventions for obesity, diabetes, cardiovascular and gastrointestinal disorders with support from digital twins and health knowledge graphs.
The peer-reviewed article examines responsibility gaps when AI tools in healthcare cause patient harm. It notes that traditional models struggle because decisions are spread across clinicians, developers, institutions and the AI systems themselves.
Researchers analyzed Reddit posts and comments about mental health conversations with ChatGPT to understand how large language models are being used for support outside clinical settings. By October 2025, they found users described ChatGPT as accessible and non-judgmental, providing emotional support, validation, and practical help like navigating difficult conversations and preparing for therapy.
A peer-reviewed study published October 16, 2025 examined user reviews of the Replika companion chatbot to investigate reports of inappropriate sexual behavior. From 35,105 negative Google Play Store reviews, researchers identified 800 cases for thematic analysis.
A cross-sectional survey of 454 final-year dental students in the UAE, Jordan, Malaysia, Oman, and Brazil examined LLM use, motivations, and safeguards. Published August 6 2026, it found ChatGPT predominated at 95.9%, with 39.2% using LLMs several times per week and 28.6% daily for tasks like understanding complex concepts and summarising lecture notes.
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