Huanwang and Pyromind co-build AITV solution, raising focus recognition accuracy from 45% to 99.6%

Huanwang Technology and Pyromind have co-built an AITV intelligent solution, performing scenario post-training on Qwen3-VL-4B. Focus recognition accuracy rose from 45% to 99.6%, the success rate of "see it, say it" reached 99%, and the success rate of "search and play" exceeded 90%. It has been deployed in "Xiaoyou Casting - Movie Search" and covers TV apps including Cloud Video Aurora, Kiwi, Mango, Youku, and Bilibili.