---
title: "Road to 5 Million Tokens: Breaking Barriers in Long Context Training — Max Ryabinin, Together AI"
category: "resources"
sourceLabels:
  - "Public YouTube metadata"
  - "YouTube transcript"
videoId: "TUnPNY4E2fw"
last_enriched: "2026-07-15T23:40:57.420496+00:00"
---
# Road to 5 Million Tokens: Breaking Barriers in Long Context Training — Max Ryabinin, Together AI

## What It Is
An official AI Engineer YouTube channel video with a cached transcript. It is retained as supporting context only because it has not been verified as an actual AI Engineer World's Fair San Francisco 2026 event recording.

## Source Classification
- Source role: supporting official-channel video context, not first-class event evidence.
- Channel/source: official AI Engineer YouTube channel AI Engineer cut video.
- Use: background, speaker, company, or historical AIE context only; do not use for World's Fair San Francisco 2026 session claims unless manually verified against the official event.

## Transcript Status
Cached transcript text is available at `raw/sources/youtube-transcripts/TUnPNY4E2fw.txt` (2,091 words).

## Topic Signals
- [[agent-memory|Agent Memory]], [[inference-engineering|Inference Engineering]], [[coding-agents|Coding Agents]], [[agentic-search|Agentic Search]]
- Transcript keywords: `scheduled`, `fine`, `sequence`, `getting`, `services`, `deal`, `starting`, `bottleneck`

## Link
[YouTube](https://www.youtube.com/watch?v=TUnPNY4E2fw)

## Extracted Slides
- [[youtube-TUnPNY4E2fw-slides]]