The most dangerous AI edge is the one that works. It earns real money today, and it is commoditising faster than you can build the thing meant to defend it.
Nine in ten organisations now use AI in at least one business function. Fewer than four in ten can attribute any measurable impact on profit. Same tools, opposite results.
The variable is not the model. It is a rate.
The two rates
Dario Amodei named the two that matter: two exponentials. One for how fast models improve. One for how fast the economy can absorb them.









