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Glossary › Players and products

Google

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An American technology giant known for its search engine and one of the largest developers and providers of artificial intelligence with the Gemini model family.

In plain terms

You likely know Google from its search engine, Gmail, Maps, YouTube, or your Android phone. Less visible is that the company is also one of the most important hubs for artificial intelligence: it has its own research lab (Google DeepMind), its own model family (Gemini), and it builds its own chips and data centers for this purpose.

Think of it as a utility company that owns the power plant, the grid, and the socket in your home. Google develops the model itself, runs it on its own machines, and integrates it into its own products, which billions of people use daily.

It differs from most competitors: you do not need to get used to a new application because the AI arrives where you already are. It appears in the search engine, your email client, your documents, and on your phone.

It is also an important player in the world of agents: it develops coding agents and agents that work independently in a browser. In 2025, it launched the open Agent2Agent standard, allowing agents from different companies to coordinate; this is now maintained by the independent Linux Foundation.

How it works

  1. Research: Google DeepMind researchers develop the base models; the best known is Gemini, which handles text, images, audio, and video.
  2. Infrastructure: the company trains and runs the models largely on its own custom-designed chips (TPU) and in its own data centers, making it less dependent on external chip suppliers than its competitors. However, it does not manufacture the chips itself and also uses Nvidia chips.
  3. Integration: the finished model is embedded into everyday products, such as an AI summary in the search engine, an assistant in Gmail and Docs, and an assistant in Android.
  4. Sales to companies: businesses and developers can rent the models via Google Cloud and build their own agents on top of them.
  5. Agents: tools built on top of models that do not just answer but carry out tasks in several steps, such as writing code or handling things on websites for you.

An everyday example

You type a question into the Google search engine, and above the results list you receive a few-paragraph summary written by AI, with source links below. The Gemini model compiled this, and it is quite possible you will not click through to any single website.

Who is affected

everyoneIf you use Search, Gmail, YouTube, or an Android phone, you encounter Google's AI solutions even if you are not looking for them.
marketerAI summaries reshuffle who gets traffic from search engines, so visibility now requires competing beyond traditional search result lists. → Marketing
developerGemini models, coding agents, and Google Cloud tools can become the building blocks of daily work if you build or use an agent. → Code
entrepreneur, executiveIf your company uses the Google office suite or cloud, the AI features and their data processing conditions directly affect your decisions.

A common misconception

MythGoogle fell behind in the AI race because it did not invent ChatGPT.
In realityThe Transformer architecture, which underpins today's language models, was described by Google researchers in 2017, and the company competes at the forefront with its Gemini models. ChatGPT got ahead by reaching the general public as a finished product sooner, not in research.

Limits and risks

Similar, but not the same

Related concepts

Broader

Alphabet, tech giants, AI development companies

Narrower

Gemini, Google DeepMind, Google Cloud, AI summary in search results, Agent2Agent protokoll

On the edge

OpenAI, Anthropic, Microsoft, Meta, Transformer

A brief history

Google was founded in 1998 by Larry Page and Sergey Brin as a search company. In 2014, it acquired the British DeepMind research lab, and since 2015, it has been part of the parent company Alphabet. In 2017, its researchers published the Transformer architecture. In 2023, the company merged its two AI research groups (Google Brain and DeepMind) under the name Google DeepMind and introduced the Gemini model family at the end of the year.

Where things stand

As of late 2026, Google is one of the defining players in the AI market: Gemini is an integral part of its search engine, Android, and office suite. The company is placing increasing emphasis on independently working agents while facing antitrust pressure in several countries.

Status: 2026 November

In the news

Appears in 326 Agent Age stories; the curve shows weekly occurrence in the news magazine.

Also known as

Google · Google LLC · Google AI · the search giant · Gugli

Sources

This entry was machine-edited and has undergone machine expert review; the “In the news” section updates automatically from Agent Age stories.