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.

16 items scored in this window

• 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
• 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
• 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
• 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
• 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
• 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
• 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
• 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
• 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

Across the whole window

The two tables below describe every item in the last 30 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.