---
title: "Dense Slides: Building Agents with Amazon Nova Act and MCP - Du'An Lightfoot, Amazon (Full Workshop)"
category: "slides"
video_id: "wFTVEDYVJT0"
sourceLabels: ["Captured video frames", "Local OpenCV slide-region detection"]
---

# 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)](https://www.youtube.com/watch?v=wFTVEDYVJT0)

## 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
![[assets/dense-slides/wFTVEDYVJT0/slide-001.jpg]]

- Recreated text/layout view: [open HTML recreation](/assets/slide-recreations/dense/wFTVEDYVJT0/slide-001.html)
- 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
> Agents with Amazon NovaActand MCP ①entendin1dyZ3hounZiniutes
> Act and MCP AlEngineer World'sFair2025:BuildingAgents withAmazonNova Act andMCP tntdahbe p yry tyle
> AIE Module 1: Iulding wth An Worishep Setip Modue 2: Bulding wth Model wnpping up Cran p NaAt Conteat Protocal(MCF) Agnti Ne 3.Du lng A Agents Event information Start ine 6/03/2025 12:40 PM4 Discover Nev Desoription ie bud agents ly eo Smdun tnnv fneni st Duraton Aocsilie regions s-weit-2, us-3sb-1
> wrhop Cod wrihep Srey wrh L Amcn Nov Act Lnk [ Srands Agents Lins [ Workshop Tile Descriptian aSsenrioes Get itartad
> AWS account access capabiities.bpo ow M one appicartiens, ali thrsugh naturi langaige mwract nects Agents s9 Grta s)
> GetEC2 SHy Get AWS CLI creder OpenAiS co Event Outputs (2)
> sry
> WordsFar Microsoft smol

![[assets/dense-slides/wFTVEDYVJT0/slide-002.jpg]]

- Recreated text/layout view: [open HTML recreation](/assets/slide-recreations/dense/wFTVEDYVJT0/slide-002.html)
- 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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> AIE Puaygrounds Out / Tet Curitan models (Distitatien, Fine ape/ Vides met Routtri g Centinued pre-tn Foundation models nolaspeojp eod anb Model spotlight Choo the t cntnf eioed and tolt yr ne e Gade modes, Iie Caude 4, are nalaole in Amaron AI Mdroo. Anthropic's Claude
> Builder toels
> dge Basei
> 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
> Ogen plrygreund
> Builder tools
> Deatt GenAi ape
> Microsoft smol

![[assets/dense-slides/wFTVEDYVJT0/slide-003.jpg]]

- Recreated text/layout view: [open HTML recreation](/assets/slide-recreations/dense/wFTVEDYVJT0/slide-003.html)
- 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

![[assets/dense-slides/wFTVEDYVJT0/slide-004.jpg]]

- Recreated text/layout view: [open HTML recreation](/assets/slide-recreations/dense/wFTVEDYVJT0/slide-004.html)
- 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`](/assets/dense-slides/wFTVEDYVJT0/slide-005.jpg) — `demo_video` confidence `0.99`; demo footage, not a presentation slide
- [`slide-006.jpg`](/assets/dense-slides/wFTVEDYVJT0/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`