How the monitored publications were assessed

Discourse valence across every scored item: what the sampled sources published and how independent models read it. It is not a measure of public opinion, not a measure of the state of the world, and article volume is not agreement.

43 items scored in this window

• Trump admin using AI to deny medical care for seniors in disastrous experiment
  -79 Ars Technica: AI 2026-09-25 moderate agreement · ±32
• Being judged through the record: A Rosenhan-inspired test of psychiatric label sensitivity in large language models
  -63 arXiv cs.CY (Computers and Society) 12d ago low agreement · ±70
• AI doctors’ orders come with a sky-high bill
  -59 Nature 2026-10-21 low agreement · ±60
• Does Multi-Agent Collaboration Reduce Hallucination in Clinical Tasks?
  -50 arXiv cs.AI 2026-10-21 single model
• From Knowledge to Legitimacy: A Philosophical Problem Discovery of AI Implementation Readiness in Public Health Disease Surveillance
  -50 arXiv cs.CY (Computers and Society) 2026-10-01 single model
• AI-powered medical devices must be tested in real-world settings
  -50 Nature 2026-09-29 single model
• Watching What We Eat: Information Quality and Body Image in Diet-Related YouTube Videos
  -50 arXiv cs.CY (Computers and Society) 2026-09-24 single model
• Toward Fairness in Machine Learning Models for Predicting Treatment Retention and Premature Discontinuation in Medication for Opioid Use Disorder
  -50 arXiv cs.LG (Machine Learning) 2026-09-22 single model
• Prepared Or Unprepared? Evaluating Healthcare Workforce Readiness for Clinical Adoption of Artificial Intelligence in Nigeria
  -50 arXiv cs.CY (Computers and Society) 2026-09-17 single model
• Automated screening of privacy risks in medical AI
  -43 arXiv cs.LG (Machine Learning) 2026-10-23 low agreement · ±165
• Risk and Refusal: Mechanisms of LLM Responses to Suicidal Ideation
  -43 arXiv cs.CY (Computers and Society) 2026-10-19 low agreement · ±115
• Researchers use AI to design proteins that cut up other proteins
  -42 Ars Technica: AI 2026-10-14 low agreement · ±175
• Right Words, Wrong Moment: A Clinician-Grounded Analysis of Distress in 19,930 Conversations between Young People and ChatGPT
  -41 arXiv cs.AI 2026-09-30 low agreement · ±165
• British households would be £5,000 richer if we were more innovative. Let’s unleash our talents | Gordon Brown
  -33 The Guardian: Artificial Intelligence 2026-10-09 low agreement · ±170
• Evaluating Ambient Clinical Scribes in India: The Need for Multilingual Real-World Clinical Conversation Data
  -30 arXiv cs.CY (Computers and Society) 2026-09-16 low agreement · ±75
• Matched but Not Better: An Equivalence-Tested Benchmark of Quantum Machine Learning on Six Clinical Datasets and the QML-Health-READY Reporting Framework
  -25 arXiv cs.LG (Machine Learning) 3d ago single model
• Big tech says AI can find a cure for cancer. So where is it?
  -22 The Guardian: Artificial Intelligence 2026-09-22 low agreement · ±105
• AusClinBench: a deterministically scored benchmark of large language models against current Australian clinical policy
  -21 arXiv cs.CY (Computers and Society) 13d ago low agreement · ±165
• Scalable Oversight for AI in Mental Health: Lessons from 350,000 AI Coaching Conversations between Therapy Sessions
  -18 arXiv cs.CY (Computers and Society) 2026-09-10 low agreement · ±165
• Single-nucleus transcriptome-wide association study of human brain disorders
  -16 Nature 2026-09-23 low agreement · ±110
• Large Language Models Versus Physicians in Traditional Chinese Medicine: A Real-World Clinical Case Evaluation
  -8 arXiv cs.CY (Computers and Society) 2026-09-17 low agreement · ±135
• BioEVAL: A global, multi-institutional benchmark of large language and multimodal models for bioengineering
  -5 arXiv cs.AI 2026-09-28 low agreement · ±175
• A Comparative Framework for Evaluating Foundation Models on Tabular Data: A Case Study in Healthcare
  -4 arXiv cs.CY (Computers and Society) 2026-09-22 low agreement · ±175
• When Reconstruction Is Not Enough: Doubly Robust Counterfactual and Interventional Mediation Analysis with Learned Multimodal Representations
  0 arXiv cs.LG (Machine Learning) 2026-10-23 single model
• Do Vision CIL Methods Transfer to Protein? A Diagnostic Benchmark of Frozen Protein Encoders
  0 arXiv cs.LG (Machine Learning) 2026-10-15 single model
• Introducing SynthID Bio
  0 Google DeepMind 2026-09-30 single model
• RFK Jr outlines expansive vision for collecting US health data at Maha event
  0 The Guardian: Artificial Intelligence 2026-09-29 single model
• Global maps of travel time to emergency and tertiary hospitals
  0 arXiv cs.CY (Computers and Society) 2026-09-14 single model
• New AI health tools need ‘L-plates’, says UK review
  0 Financial Times: Artificial Intelligence 2026-09-09 single model
• Introducing Quine: An AI research system designed for the complexity of biology
  +2 Microsoft Research 2026-09-29 low agreement · ±175
• From Pattern Recognizers to Personalized Companions: A Survey of Large Language Models in Mental Health
  +4 arXiv cs.CY (Computers and Society) 2026-09-23 low agreement · ±170
• UK needs new laws for AI in healthcare, says watchdog
  +4 BBC News: Technology 2026-09-10 high agreement · ±10
• Decision language models as affordable and rapid alternatives to LLM judges of clinical generative AI
  +6 arXiv cs.AI 2026-10-23 low agreement · ±160
• Didactic knowledge or Clinical Cases? How Data Types Shape Medical Large Language Models
  +10 arXiv cs.AI 2026-09-23 single model
• Early Data Indicates an A.I.-Generated Drug Could Slow Aging
  +10 The New York Times: Technology 2026-09-07 low agreement · ±170
• How a team of AIs discovered a promising lung-cancer drug
  +12 Nature 2026-09-17 low agreement · ±175
• Offline Apprenticeship Learning for Human-Centric Environments
  +16 arXiv cs.LG (Machine Learning) 2026-10-22 low agreement · ±175
• Asymmetric Decline Rather Than Backfire: A Repost-Network Analysis of Japanese Vaccine-Shedding Misinformation on X
  +20 arXiv cs.CY (Computers and Society) 6d ago single model
• The AI-Enabled Scientific Frontier
  +20 arXiv cs.AI 2026-09-16 single model
• ClinGuard: a governance framework for reliable, transparent, and auditable clinical coordination
  +50 arXiv cs.CY (Computers and Society) 2026-10-23 single model
• Using thousands of AI agents to uncover new leads in biological data
  +50 OpenAI 2026-10-21 single model
• Reinforcement Learning over Patient Trajectories for Clinical Reasoning in EHR Foundation Models
  +50 arXiv cs.CY (Computers and Society) 2026-09-14 single model
• Google DeepMind Maps 9 Billion Possible DNA Variants
  +55 IEEE Spectrum: AI 2026-09-08 moderate agreement · ±40

Across the whole window

The two tables below describe every item in the last 365 days under medicine. They are deliberately not narrowed by the reading filter, because a mean taken only over items already selected for their score would just restate the filter.

By topic

By source

A source's mean says how the items it published were read. It is not a rating of the source.