The Absurdity Audit into AI spending opened with a simple ledger check: companies burning billions on premium models while cheaper alternatives sit unused. Findings were blunt. Most workloads showed no measurable drop in output when swapped to lower-cost options, exposing how the current economics rest on hype rather than necessity.
Further review revealed the real pattern. Tech firms treat every prompt like it needs a luxury engine, ignoring data that proves routine tasks run fine on lighter versions. The audit labeled this "premium theater," where budgets balloon to protect fragile egos instead of actual performance.
The final verdict landed hardest: if cheaper models truly deliver comparable results, the entire valuation story collapses. Massive overpayments weren't innovation; they were just expensive habits dressed as strategy.
