Dense Slides: Building Agents with Amazon Nova Act and MCP - Du'An Lightfoot, Amazon (Full Workshop)

Source Video

Building Agents with Amazon Nova Act and MCP - Du'An Lightfoot, Amazon (Full Workshop)

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: advanced OCR rapidocr-live/full.
OCR decision: ready — Dense workshop UI screenshot with many small labels, sidebar items, and event details.

Slide text:

workshop studo

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Recreated text/layout view: open HTML recreation
AI slide classifier: content_slide confidence 0.95
Text source: advanced OCR rapidocr-live/full.
OCR decision: ready — Dense product-console screenshot with multiple cards, sidebar items, and small text.

Slide text:

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Builder toels

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Safeguards Guardals Chat/Text Image/Video

Inference and Assesument Wrater iark oetwction proprete etly prompts and geserated reiponses in a chat torrut. taslly generate c

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Recreated text/layout view: open HTML recreation
AI slide classifier: content_slide confidence 0.9
Text source: agent_vision.
OCR decision: ready — Readable product onboarding screenshot with small instructions and sidebar items.

Slide text:

Welcome to Amazon Nova Act

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

Slide text:

Survey

https://pulse.aws/promotion/RPND9AFU?p=0

Hidden Non-Slide Evidence

`slide-005.jpg` — demo_video confidence 0.99; demo footage, not a presentation slide
`slide-006.jpg` — demo_video confidence 0.99; browser/app demo footage, not a presentation slide

Classification audit: raw/sources/slide-ai-classification/dense/wFTVEDYVJT0/audit.json