Dense Slides: The 1,000x AI Engineer: Swyx

Source Video

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 0.98
Text source: advanced OCR rapidocr-live/center-82/opencv-adaptive.
OCR decision: ready — Dense multi-column diagram slide with small body copy; OCR will be more reliable than direct transcription.

Slide text:

Sarnoffs Law On) Metcalfos Law Oh) Reed's Law O(2*n)

Sarnoff's Law Metcalfe's Law Reed'sLaw

X/N XIN

V=n V=112

Sourte, NFX'BANt

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