Markdown source

Slides: The Log Is The Agent - Ishaan Sehgal, Omnara

Source Video

The Log Is The Agent - Ishaan Sehgal, Omnara

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: content_slide confidence 0.99
• Text source: agent_vision.

Slide text:

What is your character?

game engine

playstation

controller

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

Slide text:

Your character is the save file.

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

Slide text:

Compaction is not the log

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

Slide text:

Migration / Model Portability

Claude

GPT

Qwen

Different models, same agent

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

Slide text:

The deepest lock-in is log lock-in

1. Models Can be Swapped

2. APIs/Tools can be changed

3. Log is locked in. Continuity is trapped.

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

Slide text:

If the provider owns the log, they own the agent

• Recreated text/layout view: open HTML recreation
• AI slide classifier: content_slide confidence 0.97
• Text source: advanced OCR rapidocr-live/border-trim/contrast.
• OCR decision: ready — Diagram slide with small labels and multiple text regions; OCR is likely cheaper than manual transcription.

Slide text:

What this looks like in practice - Omnara

Worker

Model provider

dde osn Omnara API DurableSesslon Log

Tools and approvals

Machine daemon

Worker Advances the Loop

Log remains the agent Daemon Launches Tasks

omnara.com/managed

Hidden Non-Slide Evidence

• `slide-001.jpg` — title_card confidence 0.98; speaker intro/title card

Classification audit: raw/sources/slide-ai-classification/slides/UPwGaM2MKHY/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.