Add prominent live demo URL, fix license badge to Apache 2.0

Pin HF Space to Python 3.10: matches gradio 4.44.1 build, removes 3.13 incompatibilities

Fix HF Spaces YAML: valid colorFrom value, shorten short_description to <=60 chars

Tighten README: narrative scope section, remove HF-internal content, credit teammate in contributors

Polish scope, limitations, roadmap, docs sections for readability

Refine public README: cleaner narrative, named design iterations, neutral attribution

Diversity probe sweep + V1->V4 narrative README + HF Spaces entry + DV/incomplete fixes

Rewrite public README: Mermaid flowchart, headline numbers up top, V1 vs V4 story

Repo cleanup: tighten public README + remove internal docs from tracking

V4.3: prompt-injection audit, input length cap, per-layer ablation, unguarded baseline, limitations restored

V4: streaming, controlled paraphrasing, support plan, voice, sweeps

Organize project documentation

Start v2 safety hardening

docs: correct metric attribution and condition count

docs: refine README structure and eval status

Revamp README: badges, pipeline diagram, results tables, eval status, known limitations

docs: update university attribution in README

Clean repo: fix README with verified metrics, pin requirements, update gitignore, remove log from tracking

Initial commit