---
title: "Dense Slides: Agents need more than a chat - Jacob Lauritzen, CTO Legora"
category: "slides"
video_id: "XNtkiQJ49Ps"
sourceLabels: ["Captured video frames", "Local OpenCV slide-region detection"]
---

# Dense Slides: Agents need more than a chat - Jacob Lauritzen, CTO Legora

## Source Video
[Agents need more than a chat - Jacob Lauritzen, CTO Legora](https://www.youtube.com/watch?v=XNtkiQJ49Ps)

## 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/XNtkiQJ49Ps/slide-001.jpg]]

- Recreated text/layout view: [open HTML recreation](/assets/slide-recreations/dense/XNtkiQJ49Ps/slide-001.html)
- AI slide classifier: `title_card` confidence `0.98`
- Text source: agent_vision.

Slide text:

> AGENTS NEED MORE THAN A CHAT
> JACOB LAURITZEN / CTO LEGORA

![[assets/dense-slides/XNtkiQJ49Ps/slide-002.jpg]]

- Recreated text/layout view: [open HTML recreation](/assets/slide-recreations/dense/XNtkiQJ49Ps/slide-002.html)
- AI slide classifier: `content_slide` confidence `0.98`
- Text source: agent_vision.

Slide text:

> Legora is a collaborative AI workspace for legal professionals
> 1000+ Customers
> $5.5bn+ Valuation
> $100m+ ARR

![[assets/dense-slides/XNtkiQJ49Ps/slide-003.jpg]]

- Recreated text/layout view: [open HTML recreation](/assets/slide-recreations/dense/XNtkiQJ49Ps/slide-003.html)
- AI slide classifier: `content_slide` confidence `0.97`
- Text source: agent_vision.

Slide text:

> Planning work
> Doing work
> Reviewing work

![[assets/dense-slides/XNtkiQJ49Ps/slide-004.jpg]]

- Recreated text/layout view: [open HTML recreation](/assets/slide-recreations/dense/XNtkiQJ49Ps/slide-004.html)
- AI slide classifier: `content_slide` confidence `0.97`
- Text source: agent_vision.

Slide text:

> Involving humans where it matters
> Control
> How effectively a human can steer the work
> Trust
> How little a human reviews the work

![[assets/dense-slides/XNtkiQJ49Ps/slide-005.jpg]]

- Recreated text/layout view: [open HTML recreation](/assets/slide-recreations/dense/XNtkiQJ49Ps/slide-005.html)
- AI slide classifier: `content_slide` confidence `0.97`
- Text source: agent_vision.

Slide text:

> Involving humans where it matters
> Control
> How effectively a human can steer the work
> Trust
> How little a human reviews the work

![[assets/dense-slides/XNtkiQJ49Ps/slide-006.jpg]]

- Recreated text/layout view: [open HTML recreation](/assets/slide-recreations/dense/XNtkiQJ49Ps/slide-006.html)
- AI slide classifier: `content_slide` confidence `0.98`
- Text source: advanced OCR `rapidocr-live/bright-screen/opencv-adaptive`.
- OCR decision: ready — Dense small UI/code-style screenshots and axis labels are better handled by OCR than manual transcription in this triage pass.

Slide text:

> Guardrails
> Very constrained No constraints
> Pornissions. Allow AskQeny Workspaco
> Createlfilo Claude Code won t ask before using allo.ed tools.
> Helto, Worldt 121),41
> 0o you want to create hello world.txt? Yes. allo all edits during this session Yes 0 Bash( /tnp/tean onnership report txt-d) Bash(cat) ebeh( /tools/scripts/trc/locah dev s 0) Bash(bash-c) Bash(chaod:o) Bssh(dato:+) -dangerously:skip:permissions
> Low trust High trust

![[assets/dense-slides/XNtkiQJ49Ps/slide-007.jpg]]

- Recreated text/layout view: [open HTML recreation](/assets/slide-recreations/dense/XNtkiQJ49Ps/slide-007.html)
- AI slide classifier: `content_slide` confidence `0.96`
- Text source: advanced OCR `rapidocr-live/bright-screen/opencv-adaptive`.
- OCR decision: ready — Dense diagram labels, small legend text, and footer branding are better suited to OCR than manual transcription.

Slide text:

> Default chat erobyymgrlcor!.x!9 W/enntn
> Pr.R*
> Units of work
> No Unrusted
> Trustod
> Human Juxgement
> Al Engineer AGENTS NEED MORE THAN A CHAT
> EUROPE
> Google DeepMind Presented 6y # Braintrust Workos OpenAl


Classification audit: `raw/sources/slide-ai-classification/dense/XNtkiQJ49Ps/audit.json`