Status
The ControlSift research artifact, results, sources, report, paper, eight-slide deck, final narrated presentation, assurance pages, and GitHub Pages experience are complete.
At a glance
Final claim boundaryWithin Gemma v1.0, few-shot is strongest and QLoRA doesn't beat it. Classical v1.1 and Gemma v1.0 scores aren't presented as a controlled same-benchmark ranking.
Complete package
- Public site: front-door orientation, complete navigation, Results, Methods, Failure Lab, Assurance, and Reproduce.
- Research package: source grounding, paper, report, implementation plan, responsible-innovation material, and version-boundary disclosure.
- Presentation package: exactly eight slides plus the completed narrated presentation.
- Program package: MMC option 4 / UN SDG 10 alignment, curriculum map, reflection, weekly labs, checklist, and submission hub.
Final artifacts
Any later upload through the MMC program portal is administrative only; no project work remains open.