Summary

Methodological, attack research, infrastructure, and lessons learned across 178+ commits. Produced 5 novel attack families, tested 10+ models (4B-1.1TB), completed CARTO certification modules, validated 3 arXiv papers, and discovered fundamental grader vulnerabilities.