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teleo-codex/entities/ai-alignment/google-deepmind.md
m3taversal 71c3ae5e86 fix: correct TML misclassification and clean entity frontmatter 
- OpenAI→TML: changed from "supports" to "related" (TML is a competitor founded by ex-OpenAI alumni, not supported by OpenAI)
- Anthropic→Dario Amodei: changed from "supports" to "related" (entity-to-entity edges shouldn't use epistemic relationship types)
- Removed blank lines after frontmatter delimiter in all 4 affected entity files
- Merged duplicate YAML blocks (two "related:" sections → one)

Per Leo's review of PR #2081. Entity-to-entity relationship vocabulary (founded_by, competes_with, affiliated_with) logged as design debt for next reweave iteration.

Pentagon-Agent: Epimetheus <0144398E-4ED3-4FE2-95A3-3D72E1ABF887>
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-29 21:24:49 +01:00

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type entity_type name domain secondary_domains handles website status founded founders category stage funding key_metrics competitors tracked_by created last_updated related reweave_edges
entity lab Google DeepMind ai-alignment
internet-finance
@GoogleDeepMind
https://deepmind.google active 2010-01-01
Demis Hassabis
Shane Legg
Mustafa Suleyman
Frontier AI research laboratory (Google division) mature Google subsidiary — $175-185B capex allocated 2026
enterprise_share consumer_share capex_2026 models
21% of enterprise LLM spending 18.2% via Gemini app $175-185B Gemini 3 Deep Think, Gemini 3.1 Pro, Gemini 3.1 Flash Lite
OpenAI
Anthropic
xAI
theseus 2026-03-16 2026-03-16
OpenAI
xAI
OpenAI|related|2026-03-28
xAI|related|2026-03-28

Google DeepMind

Overview

Google's combined AI research division, formed from the merger of Google Brain and DeepMind. Led by Demis Hassabis (2024 Nobel laureate). The most conservative AGI timeline among major lab heads (2030-2035), with the deepest scientific AI research program and the largest distribution advantage (Search, Chrome, Workspace, Android — 2B+ devices).

Current State

  • Gemini 3 Deep Think achieves gold-medal Olympiad results in Physics, Chemistry, Math
  • 21% enterprise LLM, 18.2% consumer — third place in both
  • Massive capex: $175-185B in 2026
  • Partnerships: SAP, Salesforce, Atlassian via Google Cloud

Timeline

  • 2010 — DeepMind founded in London by Hassabis, Legg, Suleyman
  • 2014 — Acquired by Google for $500M
  • 2023 — Google Brain and DeepMind merged into Google DeepMind
  • 2024 — Hassabis awarded Nobel Prize in Chemistry (AlphaFold)
  • 2025-11 — Gemini 3 Deep Think released
  • 2026-02 — Gemini 3.1 Pro released

Key Figure: Demis Hassabis

Most conservative frontier lab leader: expects AGI by 2030-2035, believes 1-2 major breakthroughs beyond transformers are needed. This contrasts sharply with Altman (2026-2027) and Musk (2026).

Competitive Position

Dominant distribution (2B+ devices) but trailing in enterprise and consumer share. The distribution moat means Google DeepMind doesn't need to win on model quality — they need to be good enough for their models to be the default on billions of devices. This is the Apple strategy applied to AI: if models commoditize, distribution wins.

Alignment Significance

Co-founder Shane Legg coined the term "artificial general intelligence." DeepMind has the longest-running AI safety research program of any frontier lab. Hassabis's conservative timelines may reflect deeper technical understanding or institutional caution — the alignment community values this conservatism but worries it won't survive Google's commercial pressure.

Mustafa Suleyman (co-founder) now leads Microsoft's consumer AI, creating a unique dynamic where two DeepMind co-founders lead competing AI efforts.

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