MERIDIAN GENERAL HOSPITAL · EHR STATUS BOARD (coming soon)
SYSTEM OFFLINE · REBUILD PENDING
Signal Ward
Where language saves lives
Meridian General Hospital's diagnostic AI crashed during a patient surge. Build Diagnostic One, a clinical text assistant.
One email when Signal Ward ships. Nothing else.
What this world adds
Forthcoming
Planned project: Build a text-processing prototype that extracts spans and routes documents for human review.
New work: Tokenization, embeddings, named-entity recognition, text classification and transformer encoders.
Skills you can bring from Deep Orbit
- Array shape and axis meaning
- Saved preprocessing
- Attention as a weighted sum
- Baselines and error costs
- Versioned model loading
Use these as refresher links, not a requirement to repeat the course. Later Deep Orbit modules require access. A previous completion record does not establish mastery of this new domain.
The full curriculum is being reviewed. This page describes its intended scope; no lessons or checkout are available for this world yet.
The 11 Wards
55 planned procedures
- W01ML Through TextFree at launch
- W02Tokenization & PreprocessingPlanned
- W03Word EmbeddingsPlanned
- W04Sequence ModelsPlanned
- W05Attention MechanismsPlanned
- W06Transformers & BERTPlanned
- W07Named Entity RecognitionPlanned
- W08Text Classification & TriagePlanned
- W09Question Answering & RAGPlanned
- W10Production NLP & PrivacyPlanned
- W11Capstone: Diagnostic OnePlanned finale
Planned skills
8 capabilities
tokenizationembeddingsRNNs/LSTMsself-attentiontransformers & BERTNERRAGclinical NLP
Roles that use these skills
- NLP Engineer
- LLM/AI Engineer
The cast
5 characters
- DVDr. VasquezMentor
Shows concern through action, not speeches
- DODr. ObiRadiologist
Precise, catches what AI misses
- NSNurse SantosStakeholder
Patient advocate, practical
+ Dr. Khalil, MEDI
Join the waitlist
One email when Signal Ward ships. Nothing else.
Can’t wait? Start free in Deep Orbit, the available course on tensors, training and browser inference.