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Google DeepMind

Alphabet subsidiaryFounded 2010🇬🇧London, United KingdomCEO Koray Kavukcuoglu (SVP, day-to-day operations & Gemini roadmap, reporting to Sundar Pichai); Demis Hassabis moved to Chair of Google DeepMind & Alphabet Chief Scientist on Aug 5, 2026

Google DeepMind is Alphabet's consolidated artificial-intelligence research lab, formed in April 2023 by merging the original DeepMind (founded in London in 2010, acquired by Google in 2014) with Google Brain.

Latest update Oct 9, 2026

01

Overview

Co-founder and Nobel laureate Demis Hassabis stepped down as CEO on August 5, 2026, moving to Chair of Google DeepMind and Chief Scientist of Alphabet to focus on long-term AGI research and Isomorphic Labs; Koray Kavukcuoglu, an SVP reporting directly to Sundar Pichai, now runs day-to-day operations and the Gemini roadmap. The lab builds the Gemini family of frontier multimodal models - which powers the Gemini app (1B+ monthly active users as of August 11, 2026), Google Search's AI Mode and AI Overviews, Google Cloud's Vertex AI, and, via a 2026 partnership, Apple's next-generation Siri. The current workhorse is Gemini 3.8 Flash (shipped September 2, 2026, with a Fairwind-gated 3.8 Flash Cyber variant); on September 15, 2026 Google added Gemini 3.8 Live and 3.8 Live Extended Thinking, native speech-to-speech models for real-time voice agents. Gemini 3.5 Pro is still listed as coming soon on DeepMind's models page as of September 17, 2026, with no release date. Beyond consumer AI, DeepMind pioneered game-playing systems (AlphaGo, AlphaZero) and scientific breakthroughs including AlphaFold - whose protein-structure database has been used by 3M+ researchers and earned Hassabis and John Jumper the 2024 Nobel Prize in Chemistry - plus AlphaGenome Atlas, AlphaEvolve, Veo and Genie world models, WeatherNext 3, and Gemini Robotics. Its drug-discovery spinout Isomorphic Labs is still preparing first-in-human oncology trials, with no confirmed patient dosing as of mid-September 2026.

blog.googleUpdated Sep 17, 2026

Analysis · 6 min read · Aug 17, 2026The long view on Google DeepMind: strategy, technology and what to watch

02

What's next11

  1. 2026

    Ship Gemini 3.5 Pro

    Target2026 (no confirmed date)

    Complete and launch Gemini 3.5 Pro after it slipped past the I/O 2026 June target, a widely reported July 17 date, and remaining undated through the September 2 Gemini 3.8 Flash launch and the September 15 Gemini 3.8 Live launch. DeepMind's models page still labels 3.5 Pro as coming soon as of September 19, 2026, with Gemini 3.1 Pro remaining the listed Pro option and no API identifier, pricing or model card published. Reported causes have included coding-benchmark shortfalls, hallucination and reliability problems. New operational lead Koray Kavukcuoglu's mandate is to ship faster and close the gap with Anthropic and OpenAI. Gemini 4's pre-training run continues in parallel with no disclosed timeline.

  2. 2026-2027

    Complete Gemini 4 pre-training

    Advance Google's next frontier model generation, Gemini 4, which began its most ambitious pre-training run yet on July 21, 2026 and runs on Google's Ironwood TPUs. Sundar Pichai told analysts on the Q2 2026 earnings call that Gemini 4 needs a larger base model to compete at the frontier, with coding and autonomous agents as stated priorities. As of September 14, 2026 Google has still not confirmed a release date or pre-training completion; Kavukcuoglu said in early September the run is going well, without a window. Outside estimates citing Google's past roughly six-month release cadence continue to point to a possible late-2026 window, but post-training, safety evaluation and product testing could push public availability into 2027.

  3. 2026-2030

    Advance world models and the path to AGI

    Extend Gemini Omni and the Veo/Genie world-model stack toward richer physical simulation, while pursuing the next Gemini generation (Gemini 4, in pre-training since July 21, 2026) on Google's Ironwood TPUs - with Hassabis projecting AGI around 2030 (possibly 2029). Gemini Omni 1.1 Flash went generally available on August 27, 2026 with 4K finishing and scene extension, and Gemini 3.8 Live shipped September 15, 2026 as a real-time audiovisual dialogue surface. An August 10, 2026 Fortune investigation into the causes of Hassabis's step-back as CEO cited low morale, a multi-year talent exodus and repeated model delays as headwinds to that roadmap; DeepMind has since also moved a roughly 90-person AI-responsibility (frontier-risk) team out to Google's Global Affairs organization (effective early September 2026) and begun piloting double-blind third-party evaluations of a Gemini Flash Lite model (announced Aug 27, 2026) as the lab reorganizes around Koray Kavukcuoglu.

  4. 2026

    Open AlphaGenome Atlas to commercial Google Cloud users

    TargetSoon after Sept 2026

    After launching AlphaGenome Atlas on September 8, 2026 as a free academic resource covering about 9 billion DNA variants, DeepMind said commercial access would follow on Google Cloud. Watch whether the Cloud product ships with the same AVI scores, motif maps and API as the research portal.

  5. 2026

    Publish Suncatcher in-orbit Trillium TPU health

    TargetComing weeks after 1 Oct 2026

03

Latest news30

  1. Google opens SynthID Detector to the public

    On Oct. 7, 2026 Google DeepMind opened SynthID Detector globally in English so anyone can check whether an image, video, or audio file was made with AI from Google or partners including OpenAI, Nvidia, and Kakao, with Apple listed as coming soon. Google said it has watermarked more than 180 billion images and videos and 240,000 years of audio since SynthID launched in 2023. The detector joins verification features in Search, the Gemini app, and Chrome.

    blog.google

  2. DeepMind watermarks AI-designed proteins in Nature paper

    On Sept. 30, 2026 Google DeepMind introduced SynthID Bio, a proof of concept for watermarking AI-generated protein sequences and predicted structures while preserving function, in a Nature paper and company blog. Wet-lab tests on VEGF-A, SARS-CoV-2 spike RBD and PD-L1 binders matched unwatermarked hit rates and affinities. Nature's news account notes the mark can still be erased by redesign; DeepMind calls tamper resistance a remaining challenge and is open-sourcing code and in vitro data.

    deepmind.google www.nature.com www.nature.com

  3. SpaceX lofts Google Suncatcher TPU satellite on Transporter-18

    A Falcon 9 lifted Transporter-18 from Vandenberg SLC-4E at 2:32 p.m. EDT on Oct. 1, 2026, carrying 130 payloads including Google's Project Suncatcher pathfinder, which tests TPUs in orbit on a Planet Labs satellite. Space.com said the first stage landed at LZ-4 about 7.5 minutes later on its 25th flight, with payload deployments due about 54.5 minutes after liftoff. This was SpaceX's second launch of the day after Crew-13; NROL-97 on Falcon Heavy was still scheduled for 11:53 p.m. EDT.

    www.space.com www.independent.co.uk qz.com + SpaceX

  4. Google DeepMind opens Gemini 4 Argon to Fairwind defenders

    Google DeepMind announced Gemini 4 Argon on Sept. 30, a frontier model first rolling out to trusted cyber defenders in the Fairwind Program rather than to the public. Introductory API pricing is $2 per million input tokens and $10 per million output tokens, with a 1 million token output limit, up from 64,000, and a 77.9% score on DeepSWE v1.1. Paid API customers and Google AI Ultra subscribers are next, with no public date; Fairwind members and Google internal teams get a version without cyber guardrails.

    blog.google siliconangle.com

  5. Frontier AI firms sign White House Super Intelligence accord

    On September 29, 2026 President Donald Trump and executives from OpenAI, Anthropic, Google, Nvidia and SpaceXAI (xAI) signed the White House Accord on Super Intelligence Joint Commitment on Frontier Responsibilities, a voluntary four-layer plan covering internal model controls, an internal team, independent external audits and a board committee. Trump the same day signed an executive order directing federal agencies to use Super Intelligence and SI in place of Artificial Intelligence and AI. The accord is described as morally binding and says the steps may later be written into law; Meta CEO Mark Zuckerberg also signed and is described here without a catalog entry.

    www.whitehouse.gov www.washingtonexaminer.com www.bbc.com + OpenAI+ Anthropic+ Nvidia+ xAI

04

Products8

05

Key metrics

Employees
~6,000

The Information separately reported ~5,600 in Aug 2026

Est. annual revenue
No standalone P&L

DeepMind is an Alphabet cost/research center whose output monetizes through Google. Alphabet's Q2 2026 revenue was $119.8B (+24% YoY); Google Cloud - Gemini's primary commercial surface - hit $24.8B (+82% YoY) with a $514.0B backlog. AI infrastructure spend is heavy: Q2 capex was $44.9B, full-year 2026 capex guidance was raised to $195-205B (from $180-190B), and Alphabet posted negative free cash flow (-$5.9B) for the first time as a public company. Still the latest disclosed figures as of Sept 17, 2026, ahead of Alphabet's Q3 2026 report (not yet scheduled).

Gemini App Monthly Active Users
1B+

(disclosed Aug 11, 2026, up from 950M+ at Q2 2026 earnings on Jul 22); daily active users tripled over the past year - still the freshest official figure as of Sept 17, 2026, ahead of Alphabet's Q3 2026 report

AI Overviews / AI Mode Reach
2.5B+ MAU

(AI Overviews); 1B+ MAU (AI Mode, ~1 year after launch) - both figures disclosed at Google I/O in May 2026 remain the freshest official disclosure as of Sept 17, 2026

Monthly Tokens Processed

3.2 quadrillion+ tokens/month across all Google surfaces (I/O 2026, 7x YoY); 22B tokens/minute processed via model APIs as of Q2 2026 earnings (Jul 22, 2026), up from 16B/minute the prior quarter - still the latest disclosure as of Sept 17, 2026, ahead of Alphabet's Q3 2026 report

AlphaFold Researchers
3M+ across 190 countries

200M+ structures (AlphaFold Server and Protein Structure Database remain live as of Sept 14, 2026 despite the July 2026 dissolution of the dedicated AlphaFold research team)

Nobel Prize
2024 Chemistry

(Hassabis & Jumper, AlphaFold2 protein-structure prediction; shared with David Baker for computational protein design). Re-verified Sept 14, 2026 against the Nobel Foundation press release; still the lab's only Nobel. Jumper left DeepMind for Anthropic in June 2026; Hassabis remains Chair of Google DeepMind and Alphabet Chief Scientist.

Employees
~6,000

(DeepMind headcount per PitchBook; The Information separately reported ~5,600 in Aug 2026, up from 2,500 two years earlier); no single official DeepMind figure disclosed, and no fresher third-party estimate found as of Sept 17, 2026. Parent Alphabet's total headcount reached 198,933 as of Jun 30, 2026, up ~11,830 YoY

Current Flagship Model

Gemini 3.8 Flash is the current workhorse for coding and agent tasks (shipped Sept 2, 2026, DeepSWE v1.1 73.7% vs 65.3% for 3.7 Flash, introductory $0.75/$3.75 per million input/output tokens through Dec 31, 2026); a Fairwind-gated 3.8 Flash Cyber variant launched the same day. Gemini 3.8 Live and 3.8 Live Extended Thinking shipped Sept 15, 2026 as native speech-to-speech models for real-time voice agents. Gemini 3.5 Pro is still labeled 'coming soon' on DeepMind's models page as of Sept 17, 2026, with 3.1 Pro remaining the listed Pro option and no API ID, pricing or date for 3.5 Pro. Gemini 4's pre-training run continues with no disclosed window.

Alphabet market cap (parent)

About $4.21T as of September 25, 2026 close

Alphabet market cap (parent)
About $4.19T as of 28 Sep 2026 close
Alphabet market cap (parent)
About $4.20T as of 2 Oct 2026 close

06

Operations & revenue

Operating status

Frontier leader; SynthID Detector public; Suncatcher in orbit

On Oct. 7, 2026 Google DeepMind opened SynthID Detector globally in English for images, video, and audio watermarked by Google and partners including OpenAI, Nvidia, and Kakao, with Apple listed as coming soon. Google said built-in verification in Search, Gemini, and Chrome handles more than 1 million requests daily. Suncatcher in orbit and Gemini 4 Argon Fairwind access remain as previously recorded.

Revenue streams

  • Gemini API & Google Cloud (Vertex AI)

    Usage-based access to the Gemini model family for developers and enterprises via the Gemini API, Google AI Studio and Vertex AI - a primary driver of Google Cloud, whose GenAI-model revenue grew nearly 800% YoY into Q1 2026.

  • Gemini consumer subscriptions (Google AI Pro / Ultra)

    Paid consumer tiers bundled into Google One AI plans (Google AI Pro and Ultra) that unlock higher limits and the most capable Gemini models across the Gemini app, NotebookLM and Workspace.

  • Gemini in Search, Workspace & Android

    Gemini powers Google's largest products - AI Mode and AI Overviews in Search, Workspace features, and Android/Pixel - reinforcing Alphabet's core advertising and device businesses rather than billing directly.

  • Model licensing & partnerships (incl. Isomorphic)

    Platform partnerships such as powering Apple's next-generation Siri, plus pharma collaborations run through the Isomorphic Labs spinout (Eli Lilly and Novartis deals valued near $3B) that apply DeepMind science to drug discovery.

07

Track record

How past announced dates turned out.

1/1announced date hit on time

  • 1 Hit
  • 0 Slipped
  • 0 Missed
  1. Hit

    Fly Suncatcher TPU prototype on SpaceX Transporter-18

    Target October 1, 2026 currently scheduled (Space.com); Google said next week from Sept 24 · Resolved Oct 1, 2026

    SpaceX Transporter-18 launched 1 Oct 2026. Google Research confirmed the Planet-built Suncatcher prototype reached orbit, made contact, and was operating as expected. Detailed Trillium TPU health remains a later in-orbit data collection.

08

Timeline43

  1. 2026

    1. Google Cloud launches Gemini agent at Gemini at Work

      On Oct. 8, 2026 Google Cloud announced the Gemini agent at Gemini at Work 2026 as a universal agent for work that plans tasks, uses skills and tools, connects to business systems, and chooses the best model. Googles consumer blog dated the launch Oct. 8. TechCrunch, reporting the event, said Sundar Pichai put Gemini at over 1 billion monthly active users and nearly 90 percent of Fortune 100 businesses on Gemini Enterprise; the agent starts with businesses before consumers; users can pick models including Anthropic Claude, with open-source and private models later. Early testers included On, Shopify, and PayPal. Googles Sept. 30 Argon post still rolls first to Fairwind cyber defenders, then paid API customers and Google AI Ultra, with no public date. This is an enterprise agent surface, not a public Gemini 4 Argon API.

    2. Opens SynthID Detector to the public

      On Oct. 7, 2026 Google DeepMind made SynthID Detector available globally in English for images, video, and audio from Google and named partners including OpenAI, Nvidia, and Kakao, with Apple listed as coming soon. Google said it has watermarked more than 180 billion images and videos and 240,000 years of audio.

    3. Suncatcher prototype confirms contact after Transporter-18

      On 1 Oct 2026 Google Research said the Planet-built Project Suncatcher prototype launched on SpaceX Transporter-18, reached orbit, made contact, and is operating as expected. Beals said the team will gather in-orbit TPU data on launch stress, radiation and thermal extremes over the coming weeks. This is satellite-level contact, not a published Trillium health readout.

    4. Publishes SynthID Bio protein watermarks in Nature

      On Sept. 30, 2026 Google DeepMind introduced SynthID Bio in a Nature paper and company blog as a proof of concept for watermarking AI-generated protein sequences and AlphaFold 3 predicted structures while preserving function. Wet-lab tests across VEGF-A, SARS-CoV-2 spike RBD and PD-L1 binders matched unwatermarked hit rate, binding affinity and sequence diversity. Nature news notes the watermark can be removed by redesign; DeepMind lists tamper resistance as a remaining challenge and is open-sourcing code and in vitro data.

    5. Suncatcher TPU pathfinder launches on Transporter-18

      Google's first Project Suncatcher prototype, carrying TPUs on a Planet Labs satellite, launched Oct. 1, 2026 on SpaceX Transporter-18 from Vandenberg. Google's Sept. 24 briefing said the mission will collect radiation, vibration and thermal data before a 2027 two-satellite optical-link test. Independent and Space.com confirmed liftoff; on-orbit TPU results have not been published.

    6. Gemini 4 Argon rolls out to Fairwind defenders

      On Sept. 30, 2026 Google DeepMind SVP Koray Kavukcuoglu announced Gemini 4 Argon, first available to trusted cyber defenders through the Fairwind Program. Google set introductory pricing at $2 per million input tokens and $10 per million output tokens, raised the output limit to 1 million tokens from 64,000, and reported 77.9% on DeepSWE v1.1. Paid API and Google AI Ultra access is next with no date. Fairwind and internal teams get a version without cyber guardrails; CWE-bench v1 was reported as a 68% tie.

    7. Pichai signs White House Super Intelligence accord

      On September 29, 2026 Alphabet and Google CEO Sundar Pichai signed the White House Accord on Super Intelligence Joint Commitment on Frontier Responsibilities. Pichai is Alphabet/Google CEO, not DeepMind CEO. The accord is a voluntary four-layer safety plan; Trump signed a same-day executive order directing federal agencies to use Super Intelligence and SI in place of Artificial Intelligence and AI.

    8. Pichai attends White House AI lunch; America.gov uses Gemini

      On September 29, 2026 Alphabet and Google CEO Sundar Pichai is attending a White House East Room lunch with President Trump and Speaker Johnson, company spokespeople told CBS News and Alphabet confirmed to CNBC. The same day Trump unveiled America.gov; a White House official told NBC News the portal uses Gemini and Grok.

09

Funding

$2.7Bdisclosed across 4 rounds with a stated amount

Cumulative disclosed raise · dated rounds

$1B$2B$3B20142017202020232026$2.7B raised
  1. Google acquisition

    Jan 2014

    ~$400–650M (reported)

    Google (now Alphabet)

  2. Alphabet internal funding (ongoing)

    2014–present

    Funded via Alphabet R&D; parent capex guided to $180–190B for 2026

    Alphabet Inc.

  3. Isomorphic Labs Series A (DeepMind spinout)

    Mar 2025

    $600M

    Thrive Capital (lead), GV, Alphabet

  4. Isomorphic Labs Series B (DeepMind spinout)

    May 2026

    ~$2.1B

    External investors and Alphabet

All AI Labs