Local-language models are getting good enough for government service desks

Four provincial helplines are piloting speech systems trained on regional dialects. The accuracy numbers are not the interesting part; the procurement terms are.

Four provincial helplines have begun piloting speech recognition trained on regional dialects, replacing menu trees that callers routinely abandoned.

Accuracy has improved enough to matter, but the procurement terms are the more consequential detail: the contracts specify who owns the fine-tuned weights.

Two of the four pilots retain vendor ownership. The other two do not, and that difference will shape what happens when the contracts come up for renewal.

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