Aryaman Todkar

Writing

Notes on building.

How I Built an Open-Source ITN Model That Beat NVIDIA Thutmose on Voice-Agent Transcripts On a held-out synthetic benchmark, Premove reached 99.5% semantic accuracy by combining deterministic candidate generation with contextual neural scoring and exact decoding. - 11 min read