Markdown source

Dense Slides: How to build world-class AI products — Sarah Sachs (AI lead @ Notion) & Carlos Esteban (Braintrust)

Source Video

How to build world-class AI products — Sarah Sachs (AI lead @ Notion) & Carlos Esteban (Braintrust)

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: content_slide confidence 0.96
• Text source: none.
• OCR decision: ready — Dense UI screenshot slide with multiple small text sections and logos; OCR should read the body more reliably than manual transcription in this triage pass.

• Recreated text/layout view: open HTML recreation
• AI slide classifier: content_slide confidence 0.95
• Text source: agent_vision.
• OCR decision: ready — Content slide with a clear title, body instruction, and an embedded product UI screenshot containing small readable text.

Slide text:

Create a Braintrust project

Classification audit: raw/sources/slide-ai-classification/dense/6YdPI9YbjbI/audit.json