AI Tumor Board Passes Reproducibility Test: Structured Output Tames Sarcoma LLM Chaos
A schema-enforced large language model framework achieved 94 percent reproducibility across simulated sarcoma tumor board decisions, a leap over earlier ...
Tag: hallucination
AI Joins the Safety Team: Language Models Tackle Root Cause Analysis in Radiation Oncology
A new proof-of-concept study shows that large language models can perform credible root cause analyses of radiation oncology incident reports, ...
Agentic AI Promises Autonomy, But Hallucinations and Scaling Woes Stand in the Way
A new PLOS Complex Systems paper lays out a unifying framework for autonomous agentic AI while cataloguing the hallucination, scalability, ...
When Language Models Meet Graph Networks: New Map Charts the Trust Fault Lines
A systematic review in Applied Intelligence introduces a two-axis taxonomy that maps how large language models enhance graph neural networks ...
AI Turns Tsunami Evacuation Logs into Stories, But a New Audit Reveals Its Flaws
Researchers in Japan built a quality-gate audit framework that reveals how reliably multimodal retrieval-augmented generation converts tsunami evacuation simulation logs ...
AI Learns When to Distrust Its Own Tools, Cutting Errors and Halving Costs
A new conflict-aware framework teaches vision-language models to align their own uncertainty with tool confidence, reject unreliable OCR output, and ...
AI Summaries of Landmark Surgical Studies Pass Expert Accuracy Test
A new study finds that ChatGPT-4.0 and Perplexity Pro can summarize landmark surgical studies with near-expert accuracy, and surgical residents ...
From ELIZA to RAG: How Chatbots Learned to Look Up Facts Before They Speak
A new systematic survey of 106 studies maps how conversational AI evolved from rule-based scripts to retrieval-augmented generation, revealing the ...
When ChatGPT Explains the Circular Economy, It May Get It Wrong
A new Journal of Industrial Ecology study argues that large language models act as non-neutral epistemic intermediaries whose fluent answers ...
Flipping the Loop: When AI Watches the Human, Not Just the Task
University of Bologna researchers propose an AI-in-the-human-loop framework in which AI agents continuously assess and scaffold human reasoning to foster ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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