readme: full rewrite — clean UTF-8, accurate content, no encoding artifacts

eval: update eval_results.json latency (0.019ms/cluster from fresh run)

demo-day: rebuild BOUNDARY01 as genuine hard case, fix evaluate.py threshold, regenerate pipeline

RingGuard Phase 3 - initial HF Spaces deploy