refactor: update application branding, error formatting, and licensing

fix(ui): improve API key error guidance and instructions

feat(scorer, ui): update twi referral keywords and per-user session settings

docs(ui): link research architecture diagram in About tab

fix(ui): fix dark mode toggle in Gradio 5 and remove vision annotations

feat: update Gradio app with dark/light mode, community issue tracker, compute tier settings, and user guide

Enterprise-ready first iteration with UI upgrades

feat(app): upgrade to v1.1.0 with batch evaluator and public metrics loader

Add ZeroGPU compatibility marker

Disable Gradio SSR for Space runtime

Deploy G-MASS Gradio Space