ControlSift Capstone Final

Final ControlSift applied AI assurance research capstone, including the narrated presentation video.

ControlSift Kaggle/Colab GPU bundle

Secret-safe source + processed synthetic JSONL for the Gemma ladder. No tokens. Prefer SMOKE=True first. Tip includes Rescue: torchao + eval without Locate (skip Locate when adapter exists).