All case studies
Speech AI
Frontier multilingual LLM lab

RLHF at scale across 11 Indic languages

Multi-language preference data + reward model debugging that lifted preference win-rate by 18 points.

May 10, 2026

Multi-language preference data + reward model debugging that lifted preference win-rate by 18 points. — full narrative will be published once the case-study body field is filled in Sanity. The layout below is production-ready.

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