---
title: "Slides: The Log Is The Agent - Ishaan Sehgal, Omnara"
category: "slides"
video_id: "UPwGaM2MKHY"
sourceLabels: ["Public YouTube video frames", "Public YouTube metadata"]
---

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

## Source Video
[The Log Is The Agent - Ishaan Sehgal, Omnara](https://www.youtube.com/watch?v=UPwGaM2MKHY)

## 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
![[assets/slides/UPwGaM2MKHY/slide-002.jpg]]

- Recreated text/layout view: [open HTML recreation](/assets/slide-recreations/slides/UPwGaM2MKHY/slide-002.html)
- AI slide classifier: `content_slide` confidence `0.99`
- Text source: agent_vision.

Slide text:

> What is your character?
> game engine
> playstation
> controller

![[assets/slides/UPwGaM2MKHY/slide-003.jpg]]

- Recreated text/layout view: [open HTML recreation](/assets/slide-recreations/slides/UPwGaM2MKHY/slide-003.html)
- AI slide classifier: `content_slide` confidence `0.99`
- Text source: agent_vision.

Slide text:

> Your character is the save file.

![[assets/slides/UPwGaM2MKHY/slide-004.jpg]]

- Recreated text/layout view: [open HTML recreation](/assets/slide-recreations/slides/UPwGaM2MKHY/slide-004.html)
- AI slide classifier: `content_slide` confidence `0.99`
- Text source: agent_vision.

Slide text:

> Compaction is not the log

![[assets/slides/UPwGaM2MKHY/slide-005.jpg]]

- Recreated text/layout view: [open HTML recreation](/assets/slide-recreations/slides/UPwGaM2MKHY/slide-005.html)
- AI slide classifier: `content_slide` confidence `0.98`
- Text source: agent_vision.

Slide text:

> Migration / Model Portability
> Claude
> GPT
> Qwen
> Different models, same agent

![[assets/slides/UPwGaM2MKHY/slide-006.jpg]]

- Recreated text/layout view: [open HTML recreation](/assets/slide-recreations/slides/UPwGaM2MKHY/slide-006.html)
- 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.

![[assets/slides/UPwGaM2MKHY/slide-007.jpg]]

- Recreated text/layout view: [open HTML recreation](/assets/slide-recreations/slides/UPwGaM2MKHY/slide-007.html)
- AI slide classifier: `content_slide` confidence `0.98`
- Text source: agent_vision.

Slide text:

> If the provider owns the log, they own the agent

![[assets/slides/UPwGaM2MKHY/slide-008.jpg]]

- Recreated text/layout view: [open HTML recreation](/assets/slide-recreations/slides/UPwGaM2MKHY/slide-008.html)
- 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`](/assets/slides/UPwGaM2MKHY/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.