validator economics continues to pressure desk risk limits

Risk is easiest to ignore precisely when it is most expensive.

Put beside current chatter on “What If AI Agents Book You The Wrong Flight?,” the incentive problem looks clearer.

For operators, process beats prediction when the tape is noisy.

Attention jumps quickly; capital moves more slowly.

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