13 'Please Text Me, No Calls' Messages Misrouted — Small Model Caught All of Them

mikegiannulis · x · 2026-09-18

The most stinging result: their support classifier put 13 messages like "please text me, no calls" into "other" — customers were literally telling the company how to contact them, and it was missed. Jev caught all 13 in the replay.

The author's point: you won't find this kind of gap on any AI leaderboard, only by replaying your own real data.

Related event: Small model beats LLM on reranking and routing; real win is latency, not the 20-cent bill(8 posts)→

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