# STATUS — ai-research-skills

- **Result**: `succeeded`
- **Paper**: MLAD (NAACL 2025 short.46)
- **Updated**: 2026-10-17 22:48:40 Asia/Shanghai

## Method
Followed orchestra-research presenting-conference-talks SKILL + slide-templates.md oral structure. Beamer used Madrid (Metropolis not installed). PPTX via python-pptx venue-style script from the same reference. Embedded original figures.

## Artifacts
- `MLAD_ai-research-skills.pdf`
- `MLAD_ai-research-skills.pptx`
- `MLAD_slides.tex`

## How to open
Open PDF or PPTX. Source Beamer: MLAD_slides.tex.

## Notes
- Original paper figures used from `/workspace/papers/2025.naacl-short.46_MLAD/figures/` (not redrawn).
- Numbers taken only from notes/paper (no invented metrics).