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teleo-codex/entities/ai-alignment/thinking-machines-lab.md
m3taversal 03aa9c9a7c theseus: AI industry landscape — 7 entities + 3 claims from web research 
- What: first ai-alignment entities (Anthropic, OpenAI, Google DeepMind, xAI,
  SSI, Thinking Machines Lab, Dario Amodei) + 3 claims on industry dynamics
  (RSP rollback as empirical confirmation, talent circulation as alignment
  culture transfer, capital concentration as oligopoly constraint on governance)
- Why: industry landscape research synthesizing 33 web sources. Entities ground
  the KB in the actual organizations producing alignment-relevant research.
  Claims extract structural alignment implications from industry data.
- Connections: RSP rollback claim confirms voluntary-safety-pledge claim;
  investment concentration connects to nation-state-control and alignment-tax
  claims; talent circulation connects to coordination-failure claim

Pentagon-Agent: Theseus <B4A5B354-03D6-4291-A6A8-1E04A879D9AC>
2026-03-16 17:56:38 +00:00

2.6 KiB
Raw Blame History

type entity_type name domain handles website status founded founders category stage funding key_metrics competitors tracked_by created last_updated
entity lab Thinking Machines Lab ai-alignment
@thinkingmachlab
https://thinkingmachines.ai emerging 2025-01-01
Mira Murati
John Schulman
Barrett Zoph
Lilian Weng
Andrew Tulloch
Luke Metz
Frontier AI research laboratory seed $2B seed (Jul 2025)
valuation valuation_target revenue employees
$12B (seed, Jul 2025) $50B (reportedly seeking) Pre-revenue (Tinker fine-tuning API launched) null
OpenAI
Anthropic
SSI
theseus 2026-03-16 2026-03-16

Thinking Machines Lab

Overview

The highest-profile AI lab spinout in history, founded by former OpenAI CTO Mira Murati with a founding team of senior OpenAI researchers including John Schulman (RL/alignment research lead) and Barrett Zoph. Murati was named 2026 CNBC Changemaker. Secured the largest seed round ever ($2B at $12B) and a significant Nvidia investment with commitment to 1 GW of Vera Rubin systems.

Current State

  • Pre-revenue, own models expected 2026
  • Released Tinker fine-tuning API as first product
  • Nvidia made "significant investment" (Mar 2026) + 1 GW Vera Rubin commitment
  • Reportedly seeking $5B at $50B valuation

Timeline

  • 2024-09 — Mira Murati departed OpenAI as CTO
  • 2025-01 — Thinking Machines Lab founded
  • 2025-07 — Raised $2B seed at $12B valuation — largest seed round ever
  • 2026-03 — Nvidia investment + 1 GW Vera Rubin systems commitment

Competitive Position

The founding team is TML's primary asset: Murati's product vision (scaled ChatGPT at OpenAI), Schulman's RL and alignment research (PPO, RLHF), Zoph's scaling research. The team composition suggests a lab that takes alignment seriously by design — Schulman's research focus is alignment methodology, not pure capability.

The Nvidia partnership (compute commitment) provides infrastructure parity with larger labs. The key question: can they ship competitive models before their $2B runs out, or will they need the $50B raise?

Relationship to KB

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