Running Send It to Fellowship: a LoRA fine-tune, scored on voice and on substance 👓 Compare before‑and‑after fine‑tuned nurse advice texts
Running Make It Say No: three validation layers, measured in both directions 🩺 Answer pharmacy questions with safety checks
Running Linear Regression from Scratch: Gradient Descent vs OLS 📈 Compare gradient descent and OLS linear regression results
Running Build the Paperwork Machine: a ReAct agent, traced step by step 🗂 Answer medical queries using a step‑by‑step reasoning agent
Running Answer the Patient: what a reranker changes, measured 🩺 Answer medical questions using a reranked document search
Running Catch the AI Lying: an audited pass/fail harness for one small free model 🩺 Review AI model answers and see pass/fail results