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Latest Insights
Stay updated with our latest articles and industry insights
Why Indian languages are still underrepresented in global speech models — and who is paying the price for it.
India has over a billion speakers across hundreds of languages and dialects. Global speech models serve almost none of them well. Amitt Agrawaal on the data gap behind that failure and what it costs.
How the AI data vertical started from one phone call.
ConsultBae did not plan to enter AI data collection. One unexpected referral call changed that. Amitt Agrawaal on what happened next.
Generic AI training data is dying. Here is what comes next.
The generic AI data collection boom is ending. An operator who built a 100-country data network explains what replaces it.
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