▲ The handbook
AI for Doctors.
The bar for clinical AI is HIPAA-grade data handling and a clear story on training data. We track scribes, charting copilots, and synthesis tools that practicing clinicians use, and we flag the ones that overstate their evidence.
Featured for doctors.
Doctors
DoxGPT.
Free AI for verified US clinicians.
DoxGPT is Doximity’s AI assistant for clinicians. It focuses on clinical reference, charting/admin support, patient education, summaries, letters, prior authorizations, and evidence-based medical Q&A. Doximity says it…
- Medical Q&A
- Clinical writing
- Research lookup
The next shelf.
Filter view →Doctors
Abridge.
Enterprise AI for clinical conversations.
We think Abridge is one of the more credible AI scribe tools in healthcare because it is built around real clinical encounters rather than generic note generation. The public evidence points to strong enterprise…
- Clinical notes
- Ambient scribe
Doctors · Researchers
Consensus.
AI-powered search for academic papers.
We like Consensus when the question is "what does the literature say?" rather than "what does the internet think?" It is built around peer-reviewed sources, citations, and research workflows, so it is much better for…
- Literature search
- Evidence summary
Key terms.
Full glossary →- AI evaluationA repeatable test that measures how well an AI model or agent performs a defined task, including its failures, costs, and safety behavior.
- GroundingTying an AI's answer to verifiable sources, so it reports what the evidence says instead of what it vaguely recalls.
- GuardrailsThe rules and checks bolted around an AI to keep its output inside safe, compliant, on-brand bounds.
- HallucinationWhen an AI states something false with complete confidence — the failure mode that matters most in professional work.
- Human in the loopA workflow design in which an AI pauses for a person to review, correct, approve, or take over at important points.
- MultimodalAn AI that works across more than just text — reading images, audio, and video, not only words.
- Prompt injectionAn attack where hidden instructions buried in a document, email, or webpage hijack an AI into ignoring its real task.
- Retrieval-augmented generationA technique that feeds an AI your own documents at question time, so its answers are grounded in real sources instead of memory.
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