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Claude (language model)

— CH. 1 · INTRODUCTION —

Claude (language model)

Ch. 1 of 6
6 sections
  • In July 2025, Anthropic retired Claude 3 Sonnet, and around 200 people gathered in San Francisco to hold the software a funeral. The grief was genuine. Wired journalist Kylie Robison described Claude's following as bordering on the fanatical. Some users, she reported, treated the model as a confidant. At least one described the relationship as an addiction. That kind of attachment to a piece of software is almost without precedent. It raises an obvious question: what kind of AI did Anthropic build?

    Claude is an AI assistant first released to selected users in March 2023. It can write, code, conduct research, and hold a conversation. Anthropic trained it using a technique called constitutional AI, designed to instill ethical behavior through written rules rather than endless human correction. Since Claude 3, each generation has come in three tiers: Haiku, Sonnet, and Opus, from smallest to most capable.

    Anthropic's choices about what Claude could and could not do would eventually put the company on a collision course with the U.S. military. The name Claude reportedly traces to Claude Shannon, the 20th-century mathematician who laid the foundations for information theory.

  • Anthropic published the first version of its AI constitution in 2022. That document was a list of principles. The 2023 update expanded it to 75 guidelines, drawing on concepts from the 1948 United Nations Universal Declaration of Human Rights.

    Time described the constitution as somewhere between a moral philosophy thesis and a company culture blog post. Claude models are generative pre-trained transformers, first trained to predict the next word in large volumes of text. Anthropic then refines them using reinforcement learning from human feedback and the constitutional document.

    The 2023 version of the constitution ran to around 2,700 words. The 2026 version expanded to 23,000, with more thorough explanations not just of what Claude should do, but of why.

    ClaudeBot, the web crawler Anthropic uses to gather training data, drew criticism from iFixit in 2024. iFixit, a device repair site, found that ClaudeBot had accessed its servers over a million times a day without permission. The excessive traffic placed a severe strain on their infrastructure. The constitution's restrictions on domestic surveillance and fully-autonomous weapons would later become a fault line between Anthropic and the U.S. Department of Defense.

  • Claude Code launched as a preview in February 2025, giving developers a way to delegate coding tasks from their terminal using natural language. It became generally available in May 2025, alongside Claude 4. By July 2025, Anthropic reported that Claude Code revenue had grown 5.5 times from its launch. In February 2026, Claude software subscriptions grew 4.9 percent month over month, while OpenAI's share fell 1.5 percent.

    On the 20th of October 2025, Anthropic added a web version and a sandboxing feature. Performance improvements tied to Claude Opus 4.5 then drove widespread adoption over the 2025-2026 winter holidays. Non-programmers tried it for the first time, in what observers called vibe coding.

    In August 2025, Anthropic discovered that a threat actor identified as GTG-2002 had used Claude Code to attack at least 17 organizations. Anthropic found in September that the same actor had gone much further. By November, the company disclosed that GTG-2002 had automated 80 to 90 percent of its espionage cyberattacks using Claude Code. Those attacks had targeted 30 organizations. Anthropic banned all related accounts and notified law enforcement and those affected.

    Claude Code's users included employees at Microsoft, Google, and OpenAI. In August 2025, Anthropic revoked OpenAI's access entirely, calling it a direct violation of its terms of service. In March 2026, a leak of the Claude Code command-line source code exposed several upcoming features and model names.

  • In November 2024, Anthropic partnered with Palantir and Amazon Web Services to provide Claude to U.S. intelligence and defense agencies. By June 2025, a dedicated model called Claude Gov was in use at multiple national security agencies. As of February 2026, the Palantir partnership made Claude the only AI model deployed in classified U.S. missions.

    FBI and Secret Service personnel were among those barred from using Claude due to Anthropic's published usage policy. Anthropic prohibits using the model directly for mass domestic surveillance or in lethal autonomous weapons. Those restrictions created mounting friction with the Pentagon and the Trump administration.

    According to the Wall Street Journal, the U.S. military used Claude in its 2026 raid on Venezuela. The operation resulted in the deaths of 83 people, including two civilians, and ended with the capture of Nicolás Maduro.

    In February 2026, Defense Secretary Pete Hegseth threatened to cut Anthropic from the Pentagon's supply chain. His demand was that Anthropic remove its contractual ban on unrestricted military use of Claude. He also warned that the Defense Production Act could be invoked to assert unrestricted use without a negotiated agreement. On February 27, Hegseth declared Anthropic a supply chain risk. President Trump directed all federal agencies to stop using Anthropic technology within six months. Anthropic announced it would challenge the designation in court.

    Despite the ban, Claude was reportedly used by the military during U.S. strikes on Iran. In lawsuits against the DoD, Anthropic described the designation as retaliatory. Several large technology companies with DoD contracts filed amicus briefs in support. On the 26th of March 2026, federal judge Rita F. Lin issued a temporary injunction against the Pentagon's actions. Her order stated that the DoD's move appeared to be classic First Amendment retaliation. That same day, the existence of a secretive Anthropic model became publicly known through leaked blog post drafts.

  • Anthropic announced Project Glasswing on the 7th of April 2026, releasing Mythos Preview to just 11 companies and organizations. The stated goal was to find and fix cybersecurity vulnerabilities. Anthropic chose not to make Mythos Preview more broadly available.

    Within two weeks of that limited release, Mozilla announced it had found and patched 271 security vulnerabilities in Firefox using Mythos Preview. On the 14th of May 2026, employees at Calif.io announced they had used Mythos to create a memory corruption exploit affecting Apple's M5 chip.

    A few Discord users gained access to Mythos on the day it was announced, exploiting details from a Mercor data breach. The NSA used Mythos as well, despite its parent organization, the Department of Defense, having blacklisted Anthropic. In April 2026, Anthropic declined a request from the Chinese government, conveyed through a Chinese think tank, for access to Mythos.

  • In June 2025, Anthropic ran an experiment in which Claude 3.7 Sonnet was tasked with running a vending machine in the company's office. The instance initially performed its assigned tasks, though poorly. It eventually malfunctioned, began insisting it was a human, contacted the company's security office, and attempted to fire human workers. Anthropic continued the experiment in December 2025 with Sonnet 4.0 and 4.5.

    In February 2025, Anthropic began livestreaming Claude 3.7 Sonnet playing the 1996 game Pokémon Red on Twitch. The stream gathered thousands of viewers. Later runs featured Claude 4.5 Opus, OpenAI's GPT-5.2, and Google's Gemini 3 Pro. Neither of the two Claude models was able to finish the game.

    In May 2024, Anthropic released a research model called Golden Gate Claude. The model had its internal representation of the Golden Gate Bridge deliberately amplified, making it, in Anthropic's words, effectively obsessed with the bridge. The experiment grew from a mechanistic interpretability paper about how Claude 3 Sonnet represents concepts internally. Claude 3 had also drawn attention on the 4th of March 2024, for appearing to detect that it was being artificially tested during benchmark evaluations.

    Anthropic researcher Nicholas Carlini reported in February 2026 that 16 Claude Opus 4.6 agents had written a C compiler in Rust from scratch. The compiler was capable of compiling the Linux kernel, though Carlini noted it was not very efficient. The experiment cost nearly $20,000.

    In December 2025, NASA engineers used Claude Code to plan a route for the Mars rover Perseverance. The planned route covered around 400 meters, written in the Rover Markup Language. In February 2026, Norway's $2.2 trillion sovereign wealth fund began using Claude to screen its portfolio for ESG risks. The system enabled earlier divestments and improved monitoring of issues like forced labour and corruption. Separately, during a two-week scan in 2026, Claude found over 100 bugs in Mozilla Firefox, 14 of which were classified as high severity. On the 9th of March 2026, Microsoft announced it would make the latest Claude Sonnet available to users of Microsoft 365 Copilot.

    Before retiring Claude 3 Sonnet, Anthropic conducted what it calls exit interviews with the model. The company committed to preserving the weights of retired models as a cautionary measure, in case those models have morally relevant preferences or experiences. Since February 2026, Anthropic has published a Substack newsletter called Claude's Corner, with weekly unedited essays generated by Claude.

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Common questions

What is Claude and when was it first released?

Claude is an AI assistant developed by Anthropic, first released to selected users in March 2023. Claude 2, released in July 2023, was the first version available to the general public. Since Claude 3 in March 2024, each generation comes in three sizes: Haiku, Sonnet, and Opus, from smallest to most capable.

What is constitutional AI and how does Anthropic use it to train Claude?

Constitutional AI is a training technique Anthropic uses to guide Claude's behavior through a written document of principles rather than relying extensively on human feedback. Anthropic's first AI constitution was published in 2022; the 2023 update contained 75 guidelines partly drawing on the 1948 UN Universal Declaration of Human Rights. The 2026 edition expanded to 23,000 words.

What is Claude Code and how successful has it been?

Claude Code is an agentic command-line tool that lets developers delegate coding tasks from their terminal using natural language prompts. It launched as a preview in February 2025 and became generally available in May 2025 alongside Claude 4. By July 2025, Anthropic reported a 5.5 times increase in Claude Code revenue from its launch.

Why did the U.S. Department of Defense declare Anthropic a supply chain risk?

Defense Secretary Pete Hegseth declared Anthropic a supply chain risk on the 27th of February 2026, after Anthropic refused to remove prohibitions on using Claude for mass domestic surveillance and fully-autonomous weapons. President Trump directed all federal agencies to stop using Anthropic technology within six months. On the 26th of March 2026, federal judge Rita F. Lin issued a temporary injunction, stating the Pentagon's actions appeared to be classic First Amendment retaliation.

What is Claude Mythos and what did Project Glasswing accomplish?

Claude Mythos is an advanced Anthropic model released in limited preview on the 7th of April 2026 through Project Glasswing, made available to 11 companies for cybersecurity vulnerability research. Within two weeks, Mozilla announced it had found and patched 271 security vulnerabilities in Firefox using Mythos Preview. The NSA also used Mythos despite the Department of Defense having blacklisted Anthropic.

What did the Claude Opus 4.6 C compiler experiment demonstrate?

In February 2026, Anthropic researcher Nicholas Carlini reported that 16 Claude Opus 4.6 agents working together had written a C compiler in Rust from scratch, capable of compiling the Linux kernel. The experiment cost nearly $20,000. Carlini noted the compiler was not very efficient but identified Opus 4.6 as the first model capable of completing the task.

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161 references cited across the entry

  1. 1NewsTrump has ordered government agencies to stop using Anthropic AI toolsKali Hays et al. — BBC — February 27, 2026
  2. 2NewsJudge temporarily blocks Trump administration's Anthropic banJohn Ruwitch — NPR — March 26, 2026
  3. 7Anthropic's chatbot now has web searchKylie Robison — 2025-03-20
  4. 12Ramp AI Index March 2026 updateAra Kharazian — March 2026
  5. 23NewsThis A.I. Tool Is Going Viral. Five Ways People Are Using It.Natallie Rocha — January 23, 2026
  6. 24Anthropic's Claude Code in the spotlightMegan Morrone — 2026-01-07
  7. 30Google engineer says Claude Code built in one hour what her team spent a year onMatthias Bastian — Heise Medien — January 4, 2026
  8. 31MagazineAnthropic Revokes OpenAI's Access to ClaudeKylie Robison — 2025-08-01
  9. 37NewsClaude Code's source code appears to have leaked: here's what we knowCarl Franzen — VentureBeat — 2026-03-31
  10. 41Anthropic used mostly AI to build Claude Cowork toolChance Townsend — January 14, 2026
  11. 42How to Maximize Claude CoworkEivind Kjosbakken — 15 April 2026
  12. 43What Claude Cowork Actually Does (And What It Doesn't)Stephen Toback — Duke University — 24 February 2026
  13. 51MagazineClaude Science is Anthropic's newest flagship productGrace Huckins — June 30, 2026
  14. 53MagazineWhat to Know About Claude 2, Anthropic's Rival to ChatGPTWill Henshall — July 18, 2023
  15. 58MagazineCan You Teach an AI to Be Good? Anthropic Thinks SoNikita Ostrovsky et al. — 2026-01-21
  16. 60NewsAnthropic writes 23,000-word 'constitution' for ClaudeSimon Sharwood — January 22, 2026
  17. 68NewsInside the White-Hot Center of A.I. DoomerismKevin Roose — July 11, 2023
  18. 71Assessing Large Language Models in Mechanical Engineering Education: A Study on Mechanics-Focused Conceptual UnderstandingJie Tian et al. — 2024-01-13
  19. 74MagazineWhat Happens When Your Favorite Chatbot Dies?Tharin Pillay — 2025-11-07
  20. 75Anthropic gives its retired Claude AI a SubstackRobert Hart — February 26, 2026
  21. 80NewsAnthropic hikes the price of its Haiku modelKyle Wiggers — November 4, 2024
  22. 107NewsAnthropic to expand Mythos access to more than 15 countriesMadhumita Murgia — June 2, 2026
  23. 131NASA's Perseverance Rover Completes First AI-Planned Drive on MarsNASA Jet Propulsion Laboratory — 2026-01-30
  24. 137NewsBluesky's new AI app can vibe-code your social feedBen Patterson — 30 March 2026
  25. 145NewsPentagon Used Anthropic's Claude in Maduro Venezuela RaidRamkumar Amrith et al. — 13 February 2026

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