Google & Alphabet
Folder: 04 - TECHNOLOGY & SURVEILLANCE Source note: SRC - Google & Alphabet
The Structure First
Google is not a company. It is a subsidiary of Alphabet Inc. — a holding company restructured in 2015 to separate Google’s core businesses from its longer horizon bets.
Alphabet reached a 350 billion. 190,000+ employees across 50 countries. 466 subsidiaries. verified
The empire:
Google Services — Search, YouTube, Android, Chrome, Maps, Gmail, Google Play, Pixel hardware, Nest smart home devices. $304.9 billion revenue in 2024. 87% of Alphabet’s total earnings.
Google Cloud — Infrastructure, AI tools, enterprise services. Runs large portions of the internet.
Google DeepMind — World’s most funded AI research lab. Merged from DeepMind (acquired 2014) and Google Brain (2023).
Waymo — Autonomous vehicles. Operating commercial robotaxi services in Phoenix, San Francisco, Los Angeles. Expanding to Miami, Washington DC, Detroit.
Verily — Healthcare and life sciences data. Clinical research. AI-powered diagnostics. Consumer health app Verily Me.
Wing — Drone delivery service.
GV and CapitalG — Investment arms funding hundreds of startups. Google’s financial tentacles extend into companies across every sector of the economy.
This is not a search company with some side projects. This is the most diversified data and infrastructure empire ever assembled. verified
The Scale of Data Collection
Google is not a search company. It is the world’s largest digital advertising company that provides a search engine, browser, mobile operating system, email service, video platform, maps application, productivity suite, smart home devices, and AI assistant — all free — in exchange for something more valuable than money.
Advertising accounted for approximately 77% of Alphabet’s total revenue in 2024 — $237.86 billion in 2023 alone.
The product has never been the search. The product is the profile built from the search. #verified
The Vanderbilt Study
In 2018 Professor Douglas C. Schmidt of Vanderbilt University conducted the most comprehensive independent study of Google’s data collection practices to date.
Key findings: verified
- Passive data collection events outnumbered active events by approximately two to one. Most of Google’s collection occurs when you are not directly using any of its products.
- An Android device sends location data to Google approximately 340 times in a 24 hour period — roughly every 4 minutes — even when no Google apps are open.
- Switching to iPhone reduces data volume sent to Google by approximately half — but does not eliminate it. Even on iPhone with no Google apps installed, data still flows to Google through its advertising and publisher network.
Schmidt’s conclusion: “It’s nearly impossible to do anything digitally without Google collecting data on you.” verified
The Ecosystem — Tracking
The Entire Internet
Google does not just collect data from its own products. It collects data from the entire internet through tools it provides free to developers: verified
Google Analytics — used on over 30 million websites. Every visit to any of those sites is reported to Google whether you have a Google account or not.
Google AdSense — used on over 15 million websites. Serves ads and collects behavioural data.
Google Ad Manager (DoubleClick) — tracks activity across third party websites through cookies and server-level reporting. The cookie ID can be connected to your Google account if you access any Google product in the same browser.
Google Fonts and APIs — free tools used by millions of developers. Every page load sends your IP address to Google servers.
reCAPTCHA — the “I am not a robot” checkbox on websites everywhere. Collects behavioural data on how you move and type. Used to train AI models. verified
The result: a map of your movement across the entire internet — built continuously, whether you are logged in or not.
Gmail — The Email
That Reads Itself
Google has scanned Gmail content since 2004 — initially for targeted advertising, later for spam filtering and AI training.
In 2013 a court filing by Google stated that users of other email providers who email Gmail users have no “reasonable expectation” of confidentiality in those messages. Not the Gmail user — the person who emailed them. Without a Gmail account. Without consent. verified
In 2017 Google announced it would stop scanning Gmail for advertising. It did not stop scanning Gmail. It stopped using the scans for advertising. The scans continue for other purposes including AI training. verified
Android — 3 Billion Devices
Android is the operating system running on approximately 72% of the world’s smartphones — roughly 3 billion active devices.
Like Microsoft Windows, Android is not an app. It is the foundation everything else runs on. And it belongs to Google.
Every Android device is a persistent data collection instrument. Location sent approximately 340 times per day. App usage. Contacts. Calendar. Network information. Device sensors. All of it feeding Google’s profile infrastructure regardless of which apps the user has chosen to install. #verified
Google Nest —
The Home as a Sensor
Google Nest devices include:
- Smart speakers (Google Home) with always-on microphones
- Nest thermostats monitoring when you are home and your temperature preferences
- Nest cameras recording the interior and exterior of homes
- Nest doorbells recording everyone who approaches your front door
- Nest smoke detectors monitoring activity patterns
Google states these devices only activate microphones on a wake word. Independent security researchers have documented that brief audio snippets are recorded and transmitted even without the wake word in some cases. #credible
Your home is now a node in Google’s data network if you use Nest products. See The Planetary Nervous System
Chrome — The Surveillance Browser
Chrome collects 20 different types of user data — more than any other major browser. The average competing browser collects 6. This is not a design accident. It is the business model. verified
When Chrome Sync is enabled, browsing history, open tabs, passwords, autofill data, extensions, and preferences are uploaded to Google servers and linked to your Google account permanently. verified
Chrome is the infrastructure layer that makes the rest of the ecosystem possible. 65% of global browser market share. It is the lens through which Google sees most of the world’s internet experience.
The NSA Connection
Leaked NSA documents obtained by The Guardian and Washington Post in June 2013 included Google on the list of companies cooperating with the NSA’s PRISM surveillance program. Google denied any government backdoor. The US government acknowledged the program existed. The specific nature of Google’s participation has not been fully disclosed. #verified (program confirmed) #investigate (Google’s full role)
The Illegal Monopoly Ruling
In 2024 a US federal judge ruled that Google holds an illegal monopoly in search. The mechanism: Google pays Apple approximately $20 billion annually to remain the default search engine on Safari — effectively paying to lock out competition across the device that holds 27% of the global smartphone market.
Remedies are still being determined as of early 2026. Potential outcomes include forced divestiture of Chrome or Android. verified
The EU has levied over €8 billion in antitrust fines against Google since 2017 across cases involving search bias, Android bundling, and advertising practices. verified
YouTube — The Cognitive Profile
YouTube is the world’s second largest search engine with over 2.5 billion monthly active users. Over 70% of content watched is recommended by the algorithm — not searched for. verified
What the algorithm optimises for: watch time and engagement. Not satisfaction. Not truth. Not wellbeing.
What it builds: a cognitive profile. Every second of watch time, every pause, every skip, every replay, every comment — logged and fed into a model of what keeps you watching. YouTube knows your attention span, your emotional triggers, your curiosity patterns, and your boredom threshold more accurately than you do. credible
The radicalisation question: The evidence is genuinely mixed. 14 of 23 studies in a PMC systematic review implicated YouTube’s recommender in problematic content pathways. A Dartmouth study found extremist content was driven by subscriptions and user choice, not recommendations. A PNAS study of 9,000 participants found algorithmic filter bubbles had limited effect on opinions.
The honest position: personalisation toward ideologically congenial content is confirmed. Whether that personalisation radicalises users or reflects existing preferences is the open question. #credible (personalisation) #investigate (radicalisation mechanism)
Google DeepMind —
The AI Weapons Reversal
When Google acquired DeepMind in 2014 the terms included a specific promise: DeepMind technology would never be used for military or surveillance purposes. This was a condition of the acquisition. verified
In 2018 Google established its AI Principles after employees protested Project Maven — the Pentagon contract to analyse drone strike footage using AI. Google declined to renew. The AI Principles explicitly stated Google would not develop AI “for use in weapons” or where the primary purpose was surveillance.
February 4, 2025: Google quietly removed both pledges from its Responsible AI Principles. The updated version commits to aligning with international law and human rights — without explicitly prohibiting weapons or surveillance applications. verified
The Washington Post was the first to report the change. Human Rights Watch stated: “Those red lines are no longer applicable.” verified
**Project Nimbus — 1.2 billion contract to provide cloud computing and AI services to the Israeli government and military. Includes image categorisation, object tracking, and provisions for state-owned weapons manufacturers.
Four months before signing Nimbus, Google officials internally expressed concern the deal could harm Google’s reputation and that “Google Cloud services could be used for, or linked to, the facilitation of human rights violations.” The concern was documented. The deal was signed anyway. verified
Nearly 200 DeepMind employees signed a letter in May 2024 calling on Google to drop military contracts — citing specific concerns that DeepMind AI was being sold to militaries through Cloud contracts in violation of its own principles. Three months later Google had done none of the things the letter requested. Over 50 employees were terminated after protesting Project Nimbus. #verified
**The Joint Warfighting Cloud Capability (JWCC) — 9 billion cloud computing contract described as “critical in creating a global, resilient, and secure information environment that enables warfighting and mission command.” verified
Waymo — The City as a Database
Waymo is Alphabet’s autonomous vehicle company. It operates commercial robotaxi services in multiple US cities.
Every Waymo vehicle is a comprehensive mobile sensor:
- LiDAR mapping the physical environment continuously
- Cameras recording all surrounding vehicles, pedestrians, buildings, and street activity
- GPS tracking precise location at all times
- Passenger interior cameras and microphones
Waymo is building — through the act of operating vehicles — a continuously updated, centimetre- accurate 3D map of every city it operates in. Combined with Niantic’s 30 billion image database documented in Map Applications & Location Tracking — the physical world is being digitised comprehensively by multiple Alphabet-connected entities simultaneously. credible
Verily — Your Health Data
Verily is Alphabet’s health and life sciences division. It collects:
- Health and activity data from wearables and research devices
- Clinical trial participant data
- Insurance and healthcare records through partnerships
- Consumer health data through the Verily Me app
Verily has partnered with major health insurance companies, hospital systems, and the US government on health data research programs. The combination of Google’s search and behavioural profile with Verily’s clinical and health data creates a profile of human health at a depth no medical institution has ever assembled. credible
The Honest Summary
Alphabet began as a search company. It is now a $3 trillion empire that:
- Tracks your movement across the internet through 30 million+ third party websites
- Runs the operating system on 3 billion phones
- Listens in your home through Nest devices
- Maps every city its vehicles drive through
- Collects your health data through Verily
- Trains AI on everything above through DeepMind
- Dropped its pledge not to use AI for weapons and surveillance in February 2025
- Holds a $1.2 billion military contract with the Israeli government
- Holds a $9 billion DoD warfighting cloud contract
- Was ruled an illegal monopoly in search by a US federal judge
It did all of this by making its tools indispensable and free. The cost is not money. The cost is continuous, passive, unavoidable data generation about every dimension of your life.
The incentive to know everything is built into the structure. The removal of the pledge not to weaponise that knowledge happened quietly on a Tuesday in February 2025. verified
Linked Notes
Surveillance Capitalism · Meta · Microsoft · Apple · OpenAI · Anthropic · Palantir · The Managed World · The Planetary Nervous System · Map Applications & Location Tracking · Digital Privacy & Protection · 6G & WiFi Sensing · The Pattern of Revelation · I. The Observer · SRC - Google & Alphabet