---
title: "Prime Intellect Stack"
category: "tools"
aliases: ["Prime Intellect", "Prime Intellect Stack", "prime-rl", "verifiers"]
sourceLabels: ["Official schedule", "Public YouTube metadata", "Transcript evidence", "Local slide OCR", "Topic synthesis"]
scheduleTracks: ["Workshops Day 1", "Data Quality", "Software Factories", "Evals", "Local AI"]
scheduleRooms: ["Track 6", "Track 9", "Main Stage", "Track 5", "Expo Stage 1 NE", "Track 4"]
---

# Prime Intellect Stack

## Why It Belongs
Prime Intellect Stack appears as a high-confidence tool, platform, model, protocol, product, or service in the AI Engineer World's Fair 2026 corpus.

This page records confirmed mentions and keeps them separate from broader inferred relevance.

## Confirmed Evidence

### Official Schedule
- [[2026-06-29-will-brown-the-prime-intellect-stack]] — The Prime Intellect Stack (Workshops Day 1 / Track 6)
- [[2026-06-29-rayan-garg-rethinking-environments-for-long-horizon-work]] — Rethinking Environments for Long Horizon Work (Data Quality / Track 9)
- [[2026-06-30-tariq-shaukat-in-the-land-of-ai-agents-the-verifiers-are-king]] — In the Land of AI Agents, the Verifiers Are King (Software Factories / Main Stage)
- [[2026-06-30-rustem-feyzkhanov-from-agent-traces-to-agent-simulations-the-next-era-of-agent-evaluation]] — From Agent Traces to Agent Simulations: The next era of agent evaluation (Evals / Track 5)
- [[2026-07-01-miguel-gonz-lez-fern-ndez-the-art-of-building-verifiers-for-computer-use-agents]] — The Art of Building Verifiers for Computer Use Agents (track TBD / Expo Stage 1 NE)
- [[2026-07-01-carter-abdallah-local-models-trust-control-optimization]] — Local Models: Trust, Control, Optimization (Local AI / Track 4)
- [[2026-07-01-carter-abdallah-local-models-trust-control-optimization]] — Local Models: Trust, Control, Optimization (Local AI / Track 4)

### Public YouTube Metadata
- [YouTube _IzZWeuTx7I](https://www.youtube.com/watch?v=_IzZWeuTx7I) — RL Environments at Scale – Will Brown, Prime Intellect
- [YouTube PbHm2qKnu10](https://www.youtube.com/watch?v=PbHm2qKnu10) — Training Agentic Reasoners — Will Brown, Prime Intellect

### Resource Pages
- [[advanced-slide-logic-page-audit]]
- [[talk-video-transcript-map]]
- [[youtube-PbHm2qKnu10]]

### Slide/OCR Pages
- [[youtube-4sX_He5c4sI-slides]]
- [[youtube-9fubhllmsBU-slides]]
- [[youtube-PbHm2qKnu10-dense-slides]]
- [[youtube-PbHm2qKnu10-reconstructed-slides]]
- [[youtube-PbHm2qKnu10-slides]]

### Topic Pages
- [[agentic-search]]
- [[ai-sandboxes]]
- [[autoresearch]]

### Transcript Files
- `raw/sources/youtube-livestream-transcripts/4sX_He5c4sI.txt`
- `raw/sources/youtube-livestream-transcripts/htM02KMNZnk.txt`

## Confidence
High confidence for presence in the corpus. Interpret broader importance through the linked schedule, transcript, slide, and topic evidence.