---
title: "Notion's Token Town"
category: "talks"
date: "2026-06-29"
time: "2:50pm-3:10pm"
track: "Software Factories"
room: "Main Stage"
speakers: ["Sarah Sachs"]
sourceLabels: ["Official conference schedule", "Public YouTube metadata"]
scheduleTrack: "Software Factories"
scheduleRoom: "Main Stage"
scheduleLabels: ["Software Factories", "Main Stage", "session", "confirmed"]
---
# Notion's Token Town

## Conference Context
- Date/time: 2026-06-29 · 2:50pm-3:10pm
- Track/room: Software Factories · Main Stage
- Speaker(s): Sarah Sachs
- Session type/status: session · confirmed

- Track: Software Factories
- Room: Main Stage
- Session type: session
- Status: confirmed

## Session Description
No official description published in the schedule data.

## Media Evidence
[How to build world-class AI products — Sarah Sachs (AI lead @ Notion) &  Carlos Esteban (Braintrust)](https://www.youtube.com/watch?v=6YdPI9YbjbI) (speaker-match related prior/adjacent AI Engineer video; captions: English auto-captions).

- Source video: `youtube-6YdPI9YbjbI`
- Slide deck: [[youtube-6YdPI9YbjbI-dense-slides|Dense Slides: How to build world-class AI products — Sarah Sachs (AI lead @ Notion) &  Carlos Esteban (Braintrust)]] — 2 visible slide image(s); 2 HTML recreation(s).
![[assets/dense-slides/6YdPI9YbjbI/slide-001.jpg]]
![[assets/dense-slides/6YdPI9YbjbI/slide-002.jpg]]
- Additional slide evidence: [[youtube-6YdPI9YbjbI-slides|Slides: How to build world-class AI products — Sarah Sachs (AI lead @ Notion) &  Carlos Esteban (Braintrust)]], [[youtube-6YdPI9YbjbI-reconstructed-slides|Reconstructed Slides: How to build world-class AI products — Sarah Sachs (AI lead @ Notion) &  Carlos Esteban (Braintrust)]]
- Slide-derived themes for `youtube-6YdPI9YbjbI`: create, project.

## Evidence Graph
This evidence graph is generated from currently linked source material: official schedule text, related video pages, cached transcripts, visible slide text, dense/reconstructed slide pages, and AI slide-classification audits.

### Media Signals
- `youtube-6YdPI9YbjbI` — 1 slide-derived text signals
- Slide-derived themes for `youtube-6YdPI9YbjbI`: create, project.
- Evidence links for `youtube-6YdPI9YbjbI`: [[youtube-6YdPI9YbjbI]], [[youtube-6YdPI9YbjbI-slides]], [[youtube-6YdPI9YbjbI-dense-slides]], [[youtube-6YdPI9YbjbI-reconstructed-slides]]

### Agent Reading Notes
Use these signals to refine the synopsis, topic links, people/company context, and method notes. If a source is a related external video rather than an exact official recording, keep it framed as supporting evidence.

## Transcript Status
Related video transcript availability: English auto-captions. Treat this as supporting context, not a recording of this exact scheduled session unless later confirmed. Not fetched yet.

## People
- [[sarah-sachs]]

## Supporting Slides
- [[youtube-6YdPI9YbjbI-slides]] — extracted from the related public AI Engineer video.

## Slide Evidence
- Slide-only cropped deck: [[youtube-6YdPI9YbjbI-dense-slides]] (2 viable slide images).
- Related slide/OCR pages:
- [[youtube-6YdPI9YbjbI-dense-slides]]
- [[youtube-6YdPI9YbjbI-reconstructed-slides]]
- [[youtube-6YdPI9YbjbI-slides]]
- Slide-derived terms: `evals`, `microsoft`, `evaluation`, `datasets`, `scorer`, `prompt`, `human`, `improve`, `scorers`, `world`, `across`, `scoring`, `evaluate`, `deploy`, `help`, `braintrust.dev`, `logs`, `review`

## Synthesis
### Synthesized Breakdown
# Notion's Token Town ## Conference Context - Date/time: 2026-06-29 · 2:50pm-3:10pm - Track/room: Software Factories · Main Stage - Speaker(s): Sarah Sachs - Session type/status: session · confirmed - Track: Software Factories - Room: Main Stage - Session type: session - Status: confirmed ## Session Description No official description published in the schedule data. ## Media Evidence [How to build world-class AI products — Sarah Sachs (AI lead @ Notion) & Carlos Esteban (Braintrust)](https://www.youtube.com/watch?v=6YdPI9YbjbI) (speaker-match related prior/adjacent AI Engineer video; captions: English auto-captions). - Source video: `youtube-6YdPI9YbjbI` - Slide deck: [[youtube-6YdPI9YbjbI-dense-slides|Dense Slides: How to build world-class AI products — Sarah Sachs (AI lead @ Notion) & Carlos Esteban (Braintrust)]] — 2 visible slide image(s); 2 HTML recreation(s). ![[assets/dense-slides/6YdPI9YbjbI/slide-001.jpg]] ![[assets/dense-slides/6YdPI9YbjbI/slide-002.jpg]] - Additional slide evidence: [[youtube-6YdPI9YbjbI-slides|Slides: How to build world-class AI products — Sarah Sachs (AI lead @ Notion) & Carlos Esteban (Braintrust)]], [[youtube-6YdPI9YbjbI-reconstructed-slides|Reconstructed Slides: How to build world-class AI products — Sarah Sachs (AI lead @ Notion) & Carlos Esteban (Braintrust)]] - Slide-derived themes for `youtube-6YdPI9YbjbI`: create, project.

### Speaker And Company Context
- [[sarah-sachs|Sarah Sachs]] — Eng Lead, AI at [[notion|Notion]].

### Topics Covered
- [[agent-security]]

### Derived Links And Source Material
- [[youtube-6YdPI9YbjbI]] — related YouTube source page.
- [[youtube-6YdPI9YbjbI-slides]] — slide evidence.
- [[youtube-6YdPI9YbjbI-reconstructed-slides]] — slide evidence.
- [[youtube-6YdPI9YbjbI-dense-slides]] — slide evidence.

### Novel Concepts / Clever Methods
- No highlighted novel concept has been detected yet.

### Evidence Boundary
This synthesis is based on the official schedule and linked source pages. It should be revisited when exact session recordings or transcript-backed secondary sources are available.