February 26, 2026 1 min read

Here’s what Anthropic’s Dario Amodei says startups should not be doing with Claude

Anthropic CEO Dario Amodei discussing AI startup strategy and LLM wrappers.

Listen up, aspiring AI moguls: if your grand plan involves simply slapping a pretty UI on top of Claude and calling it a 'startup,' you might as well be building sandcastles during high tide. Dario Amodei's not mincing words – if your business model is essentially an advanced 'ctrl+c, ctrl+v' operation for an LLM, your 'moat' is less a fortress and more a puddle easily stepped over by the very giants you're trying to leverage. It’s a polite way of saying, 'Please stop making things we can replicate in an afternoon with a prompt engineer and an intern.'

Amodei, the chief of Anthropic, recently issued a stark warning to AI startups: those without genuine competitive advantages, often termed 'moats,' and merely functioning as 'AI wrappers' are fundamentally vulnerable. He highlighted that large language models (LLMs) like Anthropic's Claude and OpenAI's ChatGPT are rapidly evolving, continually expanding their capabilities. This expansion means features previously offered by specialized wrapper startups are increasingly being integrated directly into the foundational models themselves, diminishing the value proposition and making such ventures obsolete as the LLMs become more sophisticated and feature-rich.

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