---
title: "Slides: Dark Factory: OpenClaw Ships Faster Than You Can Read the Diff — Vincent Koc, OpenClaw"
category: "slides"
video_id: "pmoDeA3RBZY"
sourceLabels: ["Public YouTube video frames", "Public YouTube metadata"]
---

# Slides: Dark Factory: OpenClaw Ships Faster Than You Can Read the Diff — Vincent Koc, OpenClaw

## Source Video
[Dark Factory: OpenClaw Ships Faster Than You Can Read the Diff — Vincent Koc, OpenClaw](https://www.youtube.com/watch?v=pmoDeA3RBZY)

## Relationship To World's Fair 2026
These slides are extracted from a public AI Engineer YouTube video connected to World's Fair 2026. Speaker-matched clips are supporting context unless later confirmed as exact session recordings; official livestream recordings are day-level/event-level source material.

## Related Scheduled Sessions
- No individual scheduled session mapping has been assigned yet; treat this as an event livestream deck.

## Extracted Slides
![[assets/slides/pmoDeA3RBZY/slide-001.jpg]]

- Recreated text/layout view: [open HTML recreation](/assets/slide-recreations/slides/pmoDeA3RBZY/slide-001.html)
- AI slide classifier: `title_card` confidence `0.97`
- Text source: agent_vision.

Slide text:

> Dark Factories: OpenClaw Ships Faster Than You Can Read the Diff
> Vincent Koc (@vincent_koc)
> OpenClaw

![[assets/slides/pmoDeA3RBZY/slide-002.jpg]]

- Recreated text/layout view: [open HTML recreation](/assets/slide-recreations/slides/pmoDeA3RBZY/slide-002.html)
- AI slide classifier: `content_slide` confidence `0.99`
- Text source: agent_vision.

Slide text:

> I wake up
> there is a new technological advancement

![[assets/slides/pmoDeA3RBZY/slide-005.jpg]]

- Recreated text/layout view: [open HTML recreation](/assets/slide-recreations/slides/pmoDeA3RBZY/slide-005.html)
- AI slide classifier: `content_slide` confidence `0.98`
- Text source: agent_vision.

Slide text:

> Hand Looms In Cottages
> Centralized Large Mills
> Craftsmen are Factory Workers

![[assets/slides/pmoDeA3RBZY/slide-006.jpg]]

- Recreated text/layout view: [open HTML recreation](/assets/slide-recreations/slides/pmoDeA3RBZY/slide-006.html)
- AI slide classifier: `content_slide` confidence `0.86`
- Text source: none.
- Slide text: not surfaced (`none` by AI classifier).
![[assets/slides/pmoDeA3RBZY/slide-007.jpg]]

- Recreated text/layout view: [open HTML recreation](/assets/slide-recreations/slides/pmoDeA3RBZY/slide-007.html)
- AI slide classifier: `content_slide` confidence `0.94`
- Text source: agent_vision.

Slide text:

> Google DeepMind

![[assets/slides/pmoDeA3RBZY/slide-008.jpg]]

- Recreated text/layout view: [open HTML recreation](/assets/slide-recreations/slides/pmoDeA3RBZY/slide-008.html)
- AI slide classifier: `content_slide` confidence `0.97`
- Text source: advanced OCR `rapidocr-live/full`.
- OCR decision: ready — Dense monitor/code text on the right is small and OCR-suitable.

Slide text:

> EUR
> AIEnok Google
> AIEn!
> AIE W
> AIEn
> VicetKoc AESW 2026
> AlEngineer Engineering the future of Al
> EUROPE

![[assets/slides/pmoDeA3RBZY/slide-009.jpg]]

- Recreated text/layout view: [open HTML recreation](/assets/slide-recreations/slides/pmoDeA3RBZY/slide-009.html)
- AI slide classifier: `content_slide` confidence `0.96`
- Text source: agent_vision.
- OCR decision: ready — Dense monitor/code text on the right is small and OCR-suitable.

Slide text:

> Google DeepMind

![[assets/slides/pmoDeA3RBZY/slide-010.jpg]]

- Recreated text/layout view: [open HTML recreation](/assets/slide-recreations/slides/pmoDeA3RBZY/slide-010.html)
- AI slide classifier: `content_slide` confidence `0.98`
- Text source: agent_vision.

Slide text:

> My Factory
> Many Codex Sessions


### Hidden Non-Slide Evidence
- [`slide-003.jpg`](/assets/slides/pmoDeA3RBZY/slide-003.jpg) — `speaker_stage` confidence `0.98`; speaker intro card
- [`slide-004.jpg`](/assets/slides/pmoDeA3RBZY/slide-004.jpg) — `speaker_stage` confidence `0.98`; speaker intro card

Classification audit: `raw/sources/slide-ai-classification/slides/pmoDeA3RBZY/audit.json`

## Slide-Derived Subjects To Review
Subject extraction uses video title, related session titles/descriptions, transcript context, and OCR text when available. OCR is best-effort and should be reviewed against the embedded slide images.