TimeART combines out-of-the-box analytical tools with LLM reasoning for time series question answering, supported by a 100k trajectory corpus and four-stage training strategy.

#TimeSeriesAI #LLMs #AgenticAI #Robotics
https://arxiv.org/abs/2601.13653

Google’s new TimesFM‑3 foundation model (330M params) crushes time‑series benchmarks—zero‑shot multivariate forecasts with covariates. Curious how it works? Dive into the details! #TimesFM3 #TimeSeriesAI #ZeroShotForecast

🔗 aidailypost.com/news/googles...

A key debate: OpenTSLM vs. tool-calling specialized libraries. Some argue tool-calling is cheaper for similar results. OpenTSLM's potential edge? Running on edge devices and detecting more complex, nuanced patterns that traditional rules might miss. #TimeSeriesAI 2/6

Full write-up in the blog post.

twosmallfish.vc/portfolio-hi...

#EdgeAI #OnDeviceAI #VoiceAI #TimeSeriesAI #Semiconductors #StateSpaceModels #Robotics #Wearables #AR #HealthTech #Automotive #VentureCapital