行业观察

In this tutorial, we take a deep dive into the TaskTrove dataset on Hugging Face and build a complete, practical workflow to efficiently explore it. Instead of downloading the full multi-gigabyte data

Most developers treat prompting as an afterthought—write something reasonable, observe the output, and iterate if needed. That approach works until reliability becomes critical. As LLMs move into prod

A model can behave perfectly one moment and degrade the next—without any change to your data, pipeline, or logic. The root cause often lies in something far more subtle: how your input is tokenized. B

If you have been running reinforcement learning (RL) post-training on a language model for math reasoning, code generation, or any verifiable task, you have almost certainly stared at a progress bar w

The bottleneck in building better AI models has never been compute alone — it has always been data quality. Meta AI’s RAM (Reasoning, Alignment, and Memory) team is now addressing that bottleneck dire

Mistral AI has been quietly building one of the more practical coding agent ecosystems in the open-source/weights AI space, and they are shipping its most significant infrastructure upgrade yet. Mistr

The fundamental tension in conversational AI has always been a binary choice: respond fast or respond smart. Real-time speech-to-speech (S2S) models — the kind that power natural-feeling voice assista

In this tutorial, we build a multi-agent workflow for biological systems modeling and explore how different computational components work together inside one unified systems biology pipeline. We gener

In this tutorial, we explore the lambda/hermes-agent-reasoning-traces dataset to understand how agent-based models think, use tools, and generate responses across multi-turn conversations. We start by

A new generation of AI-native startups is scaling revenue at unprecedented speed, often reaching meaningful commercial traction with only a handful of employees. While topline growth is accelerating,

在手机发展的历史长河中，总有一些机型能凭借独特的创新设计，在消费者心中留下深刻印记。对于小智而言，iPhone4和小米MIX便是这样的存在。iPhone4以开创性的设计树立了智能手机的设计标杆，实现了硬件与软件的深度融合；而小米MIX则以“全面屏”理念，引领了未来十年手机设计的潮流方向。从初代小米MIX开始，这一系列便不断探索全面屏的极致形态。小米MIX2和2S着重补齐短板，提升整体性能；小米MI

第十九届北京国际车展现场，一位小朋友的专注身影成为一道独特风景。在父亲陪伴下，他手持纸笔站在小米汽车展台前，全神贯注地记录着展车参数，稚嫩的笔迹与工整的数据形成有趣反差，引得周围观众纷纷驻足。这个约七八岁的男孩展现出令人惊讶的专业素养。当工作人员介绍车型性能时，他不仅能准确复述关键数据，还主动询问电池续航等细节问题。特别在看到小米Ultra实车时，他踮起脚尖透过车窗观察内饰，眼中闪烁的光芒让在场者

Dan O’Toole, Chairman and CEO of Arrive AI, is a serial entrepreneur and inventor with a track record spanning commercial services, real estate, plus autonomous delivery innovation. Since founding Arr

Anthropic is fielding preemptive offers to raise roughly $50 billion in fresh capital at a valuation between $850 billion and $900 billion, according to multiple reports this week, a deal that would m

Stripe on April 29 launched a digital wallet purpose-built for the era of autonomous AI agents, letting consumers grant a software agent permission to shop, book reservations, and pay bills without ev