Dario Amodei on Safety, Job Displacement and Anthropic's $350B Valuation | WSJ

Dario Amodei has been watching the AI field for 15 years and working in it for 10 years.

AI capabilities are following a "Moore's law for intelligence," showing smooth exponential growth in cognitive ability every few months.

Dario Amodei wrote an essay titled "Machines of Loving Grace" about a year and a half prior to May 2026.

Dario Amodei's essay "Machines of Loving Grace" presented a radical view of AI's upside, including curing cancer, eradicating tropical diseases, and bringing economic development to underserved parts of the world.

Having 5% or 10% GDP growth alongside 10% unemployment is logically consistent, though it has not happened historically.

Anthropic developed a new tool called Claude Code-work, a non-coding version of Claude Code, in a week and a half, almost entirely with Claude Opus.

The Anthropic Economic Index is a real-time tool that tracks how Claude is being used, including tasks, automation vs. augmentation, industries, and diffusion across states and countries.

Anthropic chose an enterprise-focused business model over a consumer one to avoid business incentives that might compromise safety, such as maximizing engagement or dealing with "slop."

Anthropic pioneered the science of mechanistic interpretability for looking inside AI models.

Anthropic's revenue grew from roughly $0 in 2023 to approximately $100 million, then to roughly $1 billion in 2024, and roughly $10 billion in 2025.

Claude Code is experiencing a "breakout moment" among developers, particularly with the most recent model, Opus 4.5, enabling the creation of whole apps and end-to-end tasks.

Dario Amodei observed that non-technical people were using Claude Code for agentic tasks beyond coding, such as organizing to-do lists, planning projects, or processing information, even resorting to the command line due to unmet demand.

The non-coding version of Claude Code saw metrics four times higher than anything Anthropic had previously released within a day of its release.

Dario Amodei personally uses Claude to assist with writing essays and company communications, including generating sources.

Dario Amodei does not anticipate Anthropic needing the ability to generate videos and photos for its enterprise business, and views associated problems like fake, addictive, or "slop" content as reasons to avoid that market.

Dario Amodei believes that mechanistic interpretability, the science of looking inside AI models, is the most important technical breakthrough still needed to make frontier AI reliably safe and controllable.

Dario Amodei describes a "nightmare" scenario where an "emerging zeroth world country" of 7-10 million people, primarily in Silicon Valley, forms its own economy and decouples from the rest of the world.