GreyBrain Briefs
A clinician-first AI briefing system for doctors who want to practice, publish, and build.
Daily signals, workflow patterns, model watch notes, and evergreen wiki entries organized around the actual outcomes doctors care about.
Editorial System
Daily signal + reusable workflows + AI wiki
Organized by Outcome
Practice for clinical work, Publish for research output, Build for healthcare ventures.
Use With Courses
Each brief can route readers into the right GreyBrain track, cohort, and AI tutor flow.
Filter Briefs
Workflow: Turn a discharge summary into a family update
A communication workflow for translating a discharge note into a brief, family-friendly update that preserves medications, precautions, and follow-up steps.
Wiki: What is a context window?
A clinician-friendly explanation of context windows and why large input size does not automatically mean better reasoning or safer answers.
Model Watch: How should doctors judge scribe and voice models?
A practical review lens for voice and scribe models used in consultations, documentation, and patient communication workflows.
Workflow: Turn a paper into a poster outline
A research workflow for extracting the argument, methods, results, and visual hierarchy needed for a scientific poster.
Brief Archive
Signals, workflows, wiki entries, and model watch notes
24 entries
Wiki: What is a design partner in healthcare AI?
A short explainer for doctor-founders on the difference between an interested clinician, an early user, and a true design partner.
Workflow: Turn a clinical audit into a startup hypothesis
A founder workflow for using audit findings to identify workflow friction, quantify the problem, and shape an early venture thesis.
Workflow: Turn a clinic note into patient instructions
A practical clinical workflow for converting technical consultation notes into plain-language follow-up instructions patients can actually use.
Wiki: What is an embedding?
A doctor-friendly explanation of embeddings and why they matter for semantic search, evidence retrieval, and grounded AI systems.
Model Watch: How to judge a long-context research model
A framework for deciding whether a long-context model is genuinely useful for literature review and manuscript support, not just impressive on paper.
Wiki: What is a pilot metric?
A short explainer for doctor-founders on choosing the one outcome that tells you whether an MVP is improving the target workflow.
Workflow: Turn a guideline into teaching slides
A repeatable academic workflow for converting a clinical guideline into a concise teaching deck without losing the actual recommendation logic.
Model Watch: When should doctors trust an agent for operations?
A practical lens for evaluating agent-style systems in healthcare operations without confusing autonomy with reliability.
Workflow: Turn a clinical paper into a family-ready explanation
A reusable doctor-facing workflow for translating dense study findings into plain-language communication without diluting evidence.
Wiki: What is RAG, and why should doctors care?
A clinician-first explanation of retrieval-augmented generation and why grounded context matters more than raw model fluency.
Model Watch: What to look for in a clinical multimodal model
A practical framework for doctors tracking new multimodal models without confusing leaderboard hype for workflow value.
Workflow: Turn reviewer comments into a response matrix
A structured AI-assisted workflow for moving from reviewer comments to a defendable revision plan and response letter.
Wiki: What is a model card?
A simple explanation of model cards for clinicians who need to judge applicability, bias, and deployment risk.
Workflow: Convert a clinical pain point into an MVP brief
A venture workflow for doctors moving from observed clinical friction to a pilot-ready product brief.
Advances in Clinical AI
Recent developments in clinical AI
Clinical AI Updates
Recent advancements in clinical AI
Clinical AI Updates
Recent advancements in clinical AI
Clinical AI Updates
Recent developments in clinical AI
Clinical AI Advances
Recent developments in clinical AI
Clinical AI Updates
Recent advancements in clinical AI