Replace Gradio scaffold with full Mechanism Design Dashboard (FastAPI + custom HTML/CSS/JS), wire Laksh718/daedalus-designer for live inference, embed real training plots in Training tab.

Replace Gradio scaffold with full Mechanism Design Dashboard (FastAPI + custom HTML/CSS/JS), wire Laksh718/daedalus-designer for live inference, embed real training plots in Training tab.

bump to gradio 5.6 to dodge 4.44 jinja2 cache bug on py3.11

fix: theme arg lives in gr.Blocks() in Gradio 4.x, not launch()

fix: pin python 3.11 + audioop-lts to dodge Gradio/pydub 3.13 incompat

DAEDALUS hackathon submission: env + UI + training evidence + blog

initial commit