UI: keep fullscreen on the working overlay (display) image; only the editable input image drops it

UI: drop the broken fullscreen image button (Gradio 6 buttons=[download]); keep download

README: condense the radiologist section to a short factual note; full quote moved to the blog

UI: match Clear button height to Run audit (add font-size + vertical padding)

README: link the Nemotron draft-parser model in Links (parity with the grounding model)

README: add achievement:offgrid (no external cloud APIs; models run in-Space), claim Off the Grid

README: order social links X first, LinkedIn second

README: add X/Twitter social post link alongside LinkedIn

README: add Tiny Titan + Best Demo badge tags; sync radiologist quote with published blog

Mobile: cap container to viewport so wide JSON/table scroll internally; width-driven overlay; fix ribbon dot wrap

Stack columns on mobile (<=700px) and add (N foci) hint for multi-box findings

ui: point header blog chip at the published blog post

ui: header chip is now BLOG POST (links to the published Field Notes), replacing README

docs: add LinkedIn social-post link to README

docs: add published Field Notes link; align radiologist quote with the blog; drop 'honest' wording

docs: reframe radiologist section (a radiologist's need, not 'agreed to try'); honest placeholder

docs: attribute cxr_example_4 (CC-BY-SA); four examples

ui: filled README chip + hover; footer BUILD SMALL HACKATHON (all-caps)

ui: README chip in header; 4th (urgent) example; caption

examples: add urgent mass example (cxr_example_4, CC-BY-SA James Heilman)

docs: examples now all carry drafts (clean/missed/over-called)

fix: silence Nemotron top_p generation-config warning; document Mamba fallback

ui: examples now show clean/missed/over-called; pass model URLs to header

ui: clickable header chips + footer model/hackathon links; evidence-card height aligns with draft card

ui: drop unsupported from image legend (never drawn as a box); keep urgent emphasis

docs: assemble_audit/run_audit docstrings reflect Nemotron-on-GPU (not CPU/llama.cpp)

docs: draft-parsing prompt targets Nemotron; grounding prompt targets MedGemma

docs: parser is model-agnostic; serving model is Nemotron (not MedGemma)

docs: Nemotron now on GPU via transformers; drop Llama Champion tag/claim (llama.cpp removed)

fix: re-enable Nemotron reasoning (load-bearing for parse accuracy); widen token budget

fix: read input_ids from BatchEncoding (apply_chat_template returns dict, not tensor)

Both models on GPU; header/footer name both; faster audit

Drop llama-cpp-python; pin transformers>=5.3 for native Nemotron

Header/footer: show both models (grounding + draft) prominently

Draft parser: run Nemotron on GPU via transformers (drop llama.cpp/CPU)

Add hackathon tags + write-up to Space README (REQ-06): track/badge tags, two-model architecture, honest eval, links, radiologist placeholder

Honest audit-time note (grounding GPU + Nemotron CPU, ~1 min)

Draft parser: use all CPU threads for faster llama.cpp prompt eval

Sync cxr_auditor: Nemotron draft parser + assemble_audit split

Wire Nemotron draft parser into the audit handler

Add llama-cpp-python (CPU) for the Nemotron draft parser

Light theme: upload dropzone follows the paper palette (input adaptive, output viewer stays near-black)

Wire head script (default-dark + theme toggle) into launch

Adaptive theme: Clinical Light + Reading Room with header toggle (var-based colors)

Findings table: drop the no_finding sentinel as a row (mutually exclusive with positives); show one No finding row only for a clear study

Layout: full-width Audit verdict / Findings / Raw JSON stack under the evidence panel

Fix inconsistent panel corner rounding: round .styler clip wrapper and image-block bottom corners to the panel radius token

Bump Gradio to 6.18.0; launch(theme/css) requires Gradio 6

Reading Room UI redesign; move theme/css from Blocks constructor to launch() per Gradio 6 migration

Deploy collision-aware overlay label placement (render.py); sync cxr_auditor package with local sources