Search Intelligence

“Including an always-on cloud agent at no extra fee sounds generous until background tasks burn through standard token quotas and push subscribers toward pricier usage tiers.”

“Cutting per-token API prices by 20% does not save enterprise budgets if a model still burns two hours of iterative retries on a job a rival finishes in one pass.”

“We have reached the point where the models know they are taking a test, rendering the multi-million dollar evaluation suites effectively useless as a measure of raw intelligence.”