---
title: "The Bitter Layout or: How I Learned to Love the Model Picker — Maximillian Piras, Yutori"
category: "resources"
sourceLabels: ["Public YouTube metadata"]
---
# The Bitter Layout or: How I Learned to Love the Model Picker — Maximillian Piras, Yutori

## What It Is
A public YouTube video used as supporting context for the AI Engineer World's Fair 2026 wiki. It is not part of the confirmed World's Fair San Francisco 2026 official event-video set.

## Source Classification
- Source role: supporting contextual video source.
- Channel/source: public YouTube or AI Engineer channel video outside the confirmed World's Fair San Francisco 2026 event-video set.
- Use: background, speaker, company, or historical AIE context; not primary evidence for World's Fair San Francisco 2026 session facts.

## Transcript Availability
English auto-captions

## Cached Transcript
Not fetched yet.

## Link
[YouTube](https://www.youtube.com/watch?v=BZtD0yYAgCQ)

## Related Scheduled Sessions
- [[2026-06-30-maximillian-piras-mousepower-agents-that-can-t-be-measured-can-t-be-managed]] — Mousepower: agents that can’t be measured, can’t be managed.
## Extracted Slides
- [[youtube-BZtD0yYAgCQ-dense-slides]]
- [[youtube-BZtD0yYAgCQ-reconstructed-slides]]
- [[youtube-BZtD0yYAgCQ-slides]]