docs/MESSAGE_TO_DIMITRIS.md

Message to Dimitris (copy-paste)

Hi Dimitris — here’s what’s left before submission. Full checklist for you and your agents: docs/REMAINING_WORK.md.

Priority order: custom model → copy pass → KB + videos (agents) → article → demo video.

1. Custom model — Fine-tuned repo is live on Hub and wired as the code default; confirm Space after redeploy, run modal run train/modal_eval.py::compare for before/after numbers.
2. Copy — Tighten hero, trace steps, and README; fix badge claims (Well-Tuned only after model swap).
3. Knowledge graph — Expand beyond 107 markers via markers.py + expand_lab_knowledge_graph.py (agent task).
4. Videos — Replace reused YouTube URLs with marker/category-specific explainers (agent task).
5. Article — Problem → architecture → fine-tune proof → limitations + Space link.
6. Demo video — Laytimely-style: AI voice + screen recording + background music; record after 1–2 are done.

Current baseline: App defaults to build-small-hackathon/blood-test-minicpmv-4_6-medreason; KG has 107 markers; only 2/13 real eval reports labeled; article and demo not started.

Ping me when the model is on the Space or if you want me on copy/KB review.