Journal

AI patients offer availability and standardisation; study partners offer reciprocal learning and low cost; trained actors offer emotional nuance and calibration. A suggested pathwa...

Quesmed's ten-transcript marking pilot found its AI examiner agreed with human markers about as often as human markers agreed with each other. A close read of what that finding doe...

Anthropic had already introduced healthcare connectors covering PubMed, CMS data, ICD-10 and the NPI Registry before OpenAI's 1 September announcement. The connector race may matte...

The model may accurately summarise what the chart says while still producing a misleading account, if the chart itself contains stale, duplicated or incorrect information. EHR grou...

Enterprise healthcare compliance is configuration-specific, not a blanket property that transfers to every connected service. OpenAI's own guidance explicitly says a workspace BAA ...

Generative AI is fluent and flexible; traditional diagnostic expert systems like DXplain may still preserve explicit disease-ranking logic better. A 2026 comparison on unpublished ...

Once the same ECG generates predictions for mortality, heart failure, valve disease, arrhythmia and metabolic disease simultaneously, the real challenge becomes deciding which resu...

A single narrow classifier is easier to validate for one defined abnormality. A foundation model spanning anatomy and modalities may catch more, and its validation challenge grows ...

Prof. Valmed brings CE Class IIb certification and human curation; the word validated still needs unpacking into six separate questions, because certification, curation, answer fid...

AI can organise a medication list; it cannot be the interaction screen, because omissions are invisible; the seven reconciliation tasks separated, the data-quality failures that co...

The published protocol for a transparent, repeatable benchmark of AI prescribing-information tools: 100 to 150 fictional questions, ten scoring domains, blinded expert review, and ...

When an AI tutor teaches the wrong country's guideline, responsibility distributes across student, platform, school and model provider; the worked case, each party's duties, and wh...