行业观察

In this tutorial, we build a workflow that combines Magika’s deep-learning-based file type detection with OpenAI’s language intelligence to create a practical and insightful analysis pipeline. We begi

In this tutorial, we explore how to run OpenAI’s open-weight GPT-OSS models in Google Colab with a strong focus on their technical behavior, deployment requirements, and practical inference workflows.

In this tutorial, we explore property-based testing using Hypothesis and build a rigorous testing pipeline that goes far beyond traditional unit testing. We implement invariants, differential testing,

Video foundation models can paint a beautiful frame. They are still notoriously bad at remembering it. Push the camera through a corridor in Wan 2.1 or CogVideoX and walls warp, objects morph, and det

In this tutorial, we build a pipeline on Phi-4-mini to explore how a compact yet highly capable language model can handle a full range of modern LLM workflows within a single notebook. We begin by set

In this tutorial, we build an end-to-end implementation around Qwen 3.6-35B-A3B and explore how a modern multimodal MoE model can be used in practical workflows. We begin by setting up the environment

Quantum computing has spent years living in the future tense. Hardware has improved, research has compounded, and venture dollars have followed — but the gap between a quantum processor running in a l

For years, the way large language models handle inference has been stuck inside a box — literally. The high-bandwidth RDMA networks that make modern LLM serving work have confined both prefill and dec

Moonshot AI, the Chinese AI lab behind the Kimi assistant, today open-sourced Kimi K2.6 — a native multimodal agentic model that pushes the boundaries of what an AI system can do when left to run auto

Cybersecurity has always had a dual-use problem: the same technical knowledge that helps defenders find vulnerabilities can also help attackers exploit them. For AI systems, that tension is sharper th

Anthropic has never published a technical paper on Claude Mythos. That has not stopped the research community from theorizing. A new open-source project called OpenMythos, released on GitHub by Kye Go

The team behind Kimi.ai (Moonshot AI) just made a significant contribution to the open-source AI infrastructure space. The research team has made a significant contribution to the open-source AI infra

After years of heavy investment in AI, banks are starting to ask a different question: not what AI can do, but why so little of it has translated into measurable business impact. Across the industry,

A new generation of consumer hardware is emerging—one that doesn’t just capture images, but interprets the world in real time. Switzerland-based Mosaic SoC is positioning itself at the center of that

编辑/VR陀螺 4月30日，科创板环保企业德林海发布公告，公司实控人胡明明联合股东顾伟、陈虹，以25元 / 股的价格，向Rokid创始人兼CEO祝铭明协议转让1692万股公司股份，占总股本14.97%，交易总额达4.23亿元。 本次转让完成后，祝铭明从零持股跃升为德林海第二大股东，公司实控人仍为胡明明，控制权未发生变更。祝铭明承诺36个月内不谋求公司控制权，24个月内不减持，且锁定期内不质押、不担