Started this as a personal project for my Open-WebUI setup to use. Somehow it ended up as an ACL 2026 paper. Not some lab paper, it is personal solo independent paper that happened. TIME is basically my attempt to train Qwen3 models to think in short bursts wherever the response actually needs it, i
