Dense Slides: The Bitter Layout or: How I Learned to Love the Model Picker — Maximillian Piras, Yutori
Source Video
The Bitter Layout or: How I Learned to Love the Model Picker — Maximillian Piras, Yutori
Method
This deck is slide-only. The existing captured video frame set supplies candidate frames, then local OpenCV rejects sponsor/title/speaker-only frames, crops visible slide surfaces, deduplicates, and saves the cropped slide images.
Cropped Visible Slides

- Recreated text/layout view: open HTML recreation
- AI slide classifier:
otherconfidence0.93 - Text source: none.
- OCR decision: ready — Dense product UI screenshots and small headings are better handled by OCR than manual transcription in this triage pass.
- Slide text: not surfaced (
illegibleby AI classifier).

- Recreated text/layout view: open HTML recreation
- AI slide classifier:
otherconfidence0.97 - Text source: agent_vision.
Slide text:
“…generative AI systems are grown more than they are built—their internal mechanisms are “emergent” rather than directly designed.”
Dario Amodei
Classification audit: raw/sources/slide-ai-classification/dense/BZtD0yYAgCQ/audit.json