AI Search Agent Proactively Calculates Worst-Case Cost and Asks Permission

socialwithaayan · x · 2026-08-11

A user shared a surprising experience with an AI tool: when processing a complex natural language query (like filtering specific marketing leaders at AI companies), the tool autonomously executed the search, calculated the worst-case scenario cost, showed the math, and then asked for permission before deducting any credits. This transparent cost control and permission mechanism provides end-users with a strong sense of security.

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