feat: enable EO specialists via remote ML on HF Space

fix(ui): match school + hospital adapter field names to backend

feat: register specialists read pre-built JSON catalogs

feat: rasterize Cornerstone + honest UI skip reasons + register gate

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ship: v0.5.0 code changes — compare UI + cleanup pass

fix(4 bugs): FSM silent failure, compare nta dispatch, mellea merge, field name

fix(compare): two-column layout with delta summary row, shape test

scripts: add update_hf_env.sh and redeploy.sh -- close runbook gaps

docs: droplet runbook -- AMD MI300X recreation reference

chore: ship-pass -- ruff/vulture/radon/svelte-check, gitignore session cruft

sync: bring HF Space to parity with origin/main (squash, XET-backed)

chore: add LFS tracking rules for screenshots and slide PNGs

fix(prithvi): patch v2 datamodule transforms for IBM inference.py compat

fix(compare): wire compare intent into SSE handler

deploy: sync all changes from main at 6904684

Fix the missed "17 specialists" line on the demo-handoff slide

Voice pass: strip em-dashes from user-facing docs

Add Noun Project dam mark, recolored to federal blue

Reframe deck vocab: Stones, not 17 specialists; plain-English guard

Re-theme: Civic Hydrology palette (USWDS federal blue, cool slate)

Add pitch deck (Marp) + landscape research

Add fallback: scripts/save_droplet_image.sh

Self-contained droplet redeploy: Dockerfile + bring-up script

Harden remote-ML routing + add address test suite

feat: route all GPU-accelerable inference through MI300X (Phase 1+2 of full GPU)

ux v0.4.5: live status pill + drop stray dev probes

fix: pre-import heavy ML modules on main thread; bump footer to v0.4.5

ux v0.4.5: replace landing-page mini-map mockup with a real MapLibre tile

merge ux/findings-v0.4.4: ship the v0.4.4 + v0.4.5 design pass

ux v0.4.5: drop /app — landing IS the app entry

ux v0.4.5: ship the proper landing page + nuke legacy fallback

ux v0.4.5: nine polish deltas on the Findings region

docs: replace handoff bundle with v0.4.5 spec

ux: stream Findings cards in real time + fade-in instead of typing caret

ux: wire FindingsRegion into both sample + live routes

ux: build the Findings region (12 card variants + StoneRegion + run-health)

docs: drop in design handoff bundle (Findings v0.4.4)

fix(sse): map neighborhood pipeline _nta steps to Cornerstone/Touchstone

fix(prithvi_live): build v2 model from v2 yaml, not base config