The audit opens with a review of artificial intelligence claims and immediately flags the first issue: one dataset insists roles are vanishing at scale while another insists new opportunities are flooding in. Both arrive with charts, both demand belief, and neither bothers to reconcile the gap.
Further review of the evidence shows the economy is being asked to absorb these opposite signals without any shared definition of what counts as a job transformed. Analysts measure output per worker, hiring notices, and productivity claims, yet the results drift further apart with each quarter. The audit notes this resembles counting calories while one scale only tracks the wrapper.
The final verdict lands cleanly: if the measurements cannot agree on whether artificial intelligence is causing measurable change, the only honest conclusion is that the data itself is performing the same trick the technology is accused of—producing impressive output with unclear real-world effect.
