Markdown source

Slides: You Can't Prompt the Room: The Last Skill AI Won't Replace - Balázs Horváth, VisualLabs

Source Video

You Can't Prompt the Room: The Last Skill AI Won't Replace - Balázs Horváth, VisualLabs

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 0.98
• Text source: agent_vision.

Slide text:

You can't prompt the room.

Cheap to build. Expensive to decide.

• Recreated text/layout view: open HTML recreation
• AI slide classifier: content_slide confidence 0.97
• Text source: agent_vision.

Slide text:

WHERE THIS STARTS

17 of 21 agents abandoned

On data access. None of them reached the model.

• Recreated text/layout view: open HTML recreation
• AI slide classifier: title_card confidence 0.97
• Text source: agent_vision.

Slide text:

THE BRIDGE

I've always prompted the developers.

The room was always the hard part.

13 years, ERP & CRM

US · UK · Hungary

VisualLabs, Microsoft partner

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

Slide text:

THE SHIFT

The bottleneck moved.

USED TO BE getting the code built

NOW deciding what to build

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

Slide text:

WHY A MODEL CAN'T DO IT

Ask it what to build.

You get a faster horse.

what already exists

the average

a faster horse

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

Slide text:

WHY A MODEL CAN'T DO IT

Ask it what to build.

You get a faster horse.

what already exists

the average

a faster horse

• Recreated text/layout view: open HTML recreation
• AI slide classifier: content_slide confidence 0.95
• Text source: agent_vision.
• OCR decision: ready — Small multi-row diagram text and dense labels are better suited for OCR than manual transcription.

Slide text:

THE STORY MAP

• Recreated text/layout view: open HTML recreation
• AI slide classifier: content_slide confidence 0.95
• Text source: agent_vision.
• OCR decision: ready — Small multi-row diagram text and dense labels are better suited for OCR than manual transcription.

Slide text:

THE STORY MAP

• Recreated text/layout view: open HTML recreation
• AI slide classifier: content_slide confidence 0.98
• Text source: agent_vision.
• OCR decision: ready — Diagram slide with multiple small labels and compact boxes; OCR is likely more reliable than manual transcription.

Slide text:

THE STORY MAP

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

Slide text:

BEFORE THE AGENTS START

1 Whose problem is this?

2 What does winning look like for them?

3 What would make them refuse to use it?

4 What decision does it change?

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

Slide text:

Build the right thing.

Not the next thing.

Balazs Horvath

linkedin.com/in/Balazshorvathd365

SCAN TO CONNECT

Classification audit: raw/sources/slide-ai-classification/slides/6bmM45jkMDY/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.