Markdown source

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

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

• Recreated text/layout view: open HTML recreation
• 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

• Recreated text/layout view: open HTML recreation
• AI slide classifier: content_slide confidence 0.99
• Text source: agent_vision.

Slide text:

I wake up

there is a new technological advancement

• Recreated text/layout view: open HTML recreation
• 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

• Recreated text/layout view: open HTML recreation
• AI slide classifier: content_slide confidence 0.86
• Text source: none.
• Slide text: not surfaced (none by AI classifier).

• Recreated text/layout view: open HTML recreation
• AI slide classifier: content_slide confidence 0.94
• Text source: agent_vision.

Slide text:

Google DeepMind

• Recreated text/layout view: open HTML recreation
• 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

• Recreated text/layout view: open HTML recreation
• 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

• Recreated text/layout view: open HTML recreation
• 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` — speaker_stage confidence 0.98; speaker intro card
• `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.