Phase 6: UI polish complete - all 4 stages, SVG architecture diagrams, audio recorder fix, confidence explainer, honest overfitting analysis, light mode overrides

Phase 6: UI polish - Stages 1-3 (foundation, hero, detector)

Clean up: remove Gradio runtime artifacts, ignore .gradio/ folder

Phase 6: deploy multi-tab Gradio app to HF Spaces