Dense Slides: The Web Browser Is All You Need - Paul Klein IV, Browserbase

Source Video

The Web Browser Is All You Need - Paul Klein IV, Browserbase

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: title_card confidence 0.99
Text source: agent_vision.

Slide text:

June 2025

The Browser

(MCP Server)

is all you need

San Francisco, CA

Recreated text/layout view: open HTML recreation
AI slide classifier: content_slide confidence 0.97
Text source: advanced OCR rapidocr-live/bright-screen/opencv-adaptive.
OCR decision: ready — Dense chart plus small side-panel text and axes are better suited to OCR than manual transcription in this pass.

Slide text:

Star History

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Github Staro.60 Cakrosotplywigr:ncp Deyw.ghauomem.

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400 *3871,

200 Surehan

2025 February Date Merch r otar-hotorycon Provdos coud browser Mtomcon copsbEtlet using Gsodrd qam ym iseou ot sy!l bunqeue 'putyoters taele scrcerihos, ind daecute JiraScrigt In a cloud. tamoto 6291

via Smithery

Juno2925

WorissFa Microsoft smol

Recreated text/layout view: open HTML recreation
AI slide classifier: content_slide confidence 0.98
Text source: agent_vision.

Slide text:

Evals

Most “benchmarks” are fake news

You need your own evals

Model performance on different tasks can vary

Recreated text/layout view: open HTML recreation
AI slide classifier: content_slide confidence 0.95
Text source: agent_vision.

Slide text:

Build with us

Join our team and help everyone automate the web.

Come B with us.

browserbase.com/careers

Classification audit: raw/sources/slide-ai-classification/dense/YRGjll7uu5w/audit.json