Enterprise

When the most IP-protective company on Earth embraces generative AI, the debate about enterprise adoption is over.

That MIT headline is misleading but directionally useful. Most AI projects fail because teams start with the technology instead of the problem.

Everyone's shipping reasoning models, but almost nobody is reasoning about when to use them.

Benchmarks reward ceiling performance. Enterprise deployment rewards floor performance. Why worst-case behavior matters more than best-case benchmarks.