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Tiny-TSM: Single-GPU Time Series Model Outperforms Giants

Tiny-TSM: Single-GPU Time Series Model Outperforms Giants

Researchers unveil Tiny-TSM, a 23M-parameter foundation model trained on one A100 GPU in under a week that achieves state-of-the-art time series forecasting results. Its synthetic data pipeline and novel normalization technique challenge resource-intensive AI paradigms.
Synthesized Doubles Down on Leadership to Drive AI-Powered Testing Revolution

Synthesized Doubles Down on Leadership to Drive AI-Powered Testing Revolution

Synthesized strengthens its executive team with two key hires from Tricentis, signaling aggressive expansion in AI-driven enterprise testing. New CRO Chaim Frenkel and Head of UK/EMEA Partnerships Clayton Baxter bring 15+ years' expertise to scale testing infrastructure for financial institutions and governments. This strategic move underscores the growing demand for intelligent QA solutions in complex software environments.
How Moonshot AI Cracked Qualitative LLM Training with Bill James-Inspired Rubrics

How Moonshot AI Cracked Qualitative LLM Training with Bill James-Inspired Rubrics

Facing the challenge of improving language model writing without verifiable metrics, Moonshot AI adopted an unconventional approach inspired by baseball statistician Bill James. By developing targeted, imperfect rubrics to guide reinforcement learning, Kimi K2 achieved top-tier qualitative performance while avoiding reward hacking pitfalls.