2025-10-01 Hacker News Top Articles and Its Summaries
1. OpenTSLM: Language models that understand time series Total comment counts : 15 Summary Time-Series Language Models (TSLMs) are framed as a new AI modality that treats time-series data—heartbeats, price ticks, logs, and sensor streams—as a native input alongside text, enabling natural-language reasoning, explanations, and forecasting. The article claims order-of-magnitude gains in temporal reasoning on smaller, faster backbones. OpenTSLM releases lightweight, public-data base models; Frontier TSLMs offer enterprise-grade, proprietary models. The goal is a universal temporal interface linking real-world signals to decisions and autonomous agents, powering healthcare, robotics, and infrastructure....