OpenTSLM: Language models that understand time series
●○OpenTSLMThe Future of AI Delivered on Time📄Read the White PaperView GitHub RepoPaper Released Sep 30, 2025Stanford Repo Released Oct 1, 2025AI understands text, images, audio, and video.But the real world runs on time.Every heartbeat, price tick, sensor pulse, machine log, and user click is a temporal signal.Current models can’t reason about them.We’re changing that.A New Class of Foundation ModelsTime-Series Language Models (TSLMs) are multimodal foundation models with time series as a native modality, next to text, enabling direct reasoning, explanation, and forecasting over temporal data in natural language.Our research shows order-of-magnitude gains in temporal reasoning while running on smaller, faster backbones. TSLMs are not an add-on. They’re a new modality for AI.Open…
