Update model references: Llama 3.3 70B → Llama 3.1 8B Instant, runtime 19.8min → ~10min

Update greedy baseline numbers from latest test_local run; recalculate lifts

Fix duplicate WebSocket log output; update benchmark numbers to latest run (avg 75.9%, ~10min)

Reduce rollouts easy=2 medium=3 hard=3 — target ~15min runtime with buffer for judge overhead

Update easy rollouts 3→2 everywhere: app.py scores, README

Fix All: Cleaned All Files

Fix all hackathon validator errors: pyproject.toml deps+scripts, app.py main(), inference.py per-task rollouts

Update all dashboard tabs and README with actual test run numbers

Fix orphaned Phase 3 comment text rendering visibly on all tabs

Phase 2: replace live demo with static greedy + LLM+GRPO results from actual test runs

Remove smart greedy — benchmark is dumb greedy vs LLM+GRPO only, matching judging criteria

Phase 2 dashboard: 3 evals (greedy live + GRPO benchmark + variance check), comprehensive test_local.py

Fix Pylance reportInvalidStringEscapeSequence: replace regex \\b\\w with split/map capitalise

Rewrite app.py: 3-phase judge dashboard, /validate endpoint, live Phase 1 checks

Rewrite app.py: 3-phase judge dashboard, /validate endpoint, live Phase 1 checks

Fix Readme: Corrected Grader Percentages

Professional judge dashboard with 5 tabs, live demo, grader breakdown, baseline scores

Add interactive dashboard with live demo for judges

Add /grade endpoint, use real grader scores in evaluator

Fix App tab HTML, remove broken iframe link

Add root HTML endpoint for App tab display

Initial submission: Cascade Containment