Look to these key metrics and benchmarks to evaluate the performance, capability, reliability, and safety of your AI models ...

The tech world is obsessed with "Agentic AI." Every day, we see new frameworks enabling models to call external tools, execute code, leverage Model Context Protocols (MCPs), and orchestrate multi-step ...

🎉 2026-02-14 · v0.1.3 Released. The v0.1.3 release introduces full support for the latest GLM-5 model, achieving up to 500 tokens/s on GLM-5-FP8 and up to 600 tokens/s on DeepSeek-V3.2. TileRT is a ...

VCWorld is a cell-level white-box simulator that integrates structured biological knowledge with LLM-based reasoning to predict cellular responses to perturbations in an interpretable, data-efficient ...

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You guessed it, call an LLM to see if it is aligned. This is called LLM-as-a-Judge evaluation, often a lower LLM model, so we create another simple agent with straightforward prompt to rate the output ...

所谓“最好”，取决于你的具体用途和硬件条件。当前值得重点关注的模型包括：适合代码和系统工程的 GLM-5，适合数学和推理的 DeepSeek-V3.2 Speciale，以及适合自主 Agent 工作流的 Kimi K2.5 或 MiMo-V2-Flash。 现在最好的开源 LLM 是哪个？ 没有一个模型能适合所有场景。

过去一年，开源模型的发布节奏已经快到让人麻木。每次发布，伴随的永远是一组跑分、一张能力雷达图，以及几个“超越某某”的结论。 但对于真正手搓本地Agent的人来说，比起它在榜单上排第几，我们更关心一个最朴素的问题：这个模型到底能不能融入现有的工作流？它是否具备可控的本地部署门槛？能否稳定处理多模态混合输入？又能否在一个复杂系统中承担具体的执行任务，而不是仅仅陪人聊天？ 这也是我看Gemma 4-12 ...