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

Source Video

Agents need more than a chat - Jacob Lauritzen, CTO Legora

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

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

Slide text:

AGENTS NEED MORE THAN A CHAT

JACOB LAURITZEN / CTO LEGORA

Recreated text/layout view: open HTML recreation
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

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

Slide text:

Planning work

Doing work

Reviewing work

Recreated text/layout view: open HTML recreation
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

Recreated text/layout view: open HTML recreation
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

Recreated text/layout view: open HTML recreation
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

Recreated text/layout view: open HTML recreation
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