Model as Corporate Moat

AI companies increasingly compete not on factories or channels but on the models themselves: a single widely adopted model (Claude) can generate rapid revenue scaling, retention, and margins that function as a durable moat — but also concentrate risk if regulators or compute suppliers intervene. The article uses Anthropic’s IPO filing and rapid revenue/compute-efficiency gains to illustrate how a model can become the primary source of firm value. — If corporate value is driven by model adoption rather than traditional assets, markets, regulation, and national security will need new frameworks to assess, tax, and govern those firms.