AI 教程与实战

Ran Qwen 3.8 27B 4-bit quantization benchmarks on RTX 4090 and M-series Mac for local AI agents. Don't fall for 1-bit — here's why.

Six months ago, Aiden was much closer to a hardware experiment than an Agent platform. The first...

I fine-tuned a small language model to sort messages into safe or unsafe, the kind of check a...

Inside SFPU Overflow Bugs: How a 40-Year-Old Rounding Trick Breaks on Modern AI...

AZZA 推出面向 AI 工作站用途的机箱 TRAIL，可容纳 4 张双槽 370mm 扩展卡，支持塔式 / 机架部署。该机箱采用 1.0~1.2mm SGCC 钢板，提供 8 条 FHFL 扩展槽，兼容 SSI-EEB、E-ATX 主板及标准 ATX 与 2U CRPS 冗余电源。机箱集成多盘位硬盘笼、3 颗 12038 风扇及 2 颗 8038 高速风扇，尾部可加装显卡散热辅助风扇。

I am building Postrai, an AI flyer generator for small businesses. The problem I kept seeing was...

MTP (Multi-Token Prediction) is a technique that lets a language model predict several tokens ahead...

Test whether an AI agent guardrail is still working: rerun the corpus with the gate deleted. Each bad input lands LOAD_BEARING, SHADOWED or MISSED.

Most voice-agent demos have a simple loop: The user speaks. The model thinks. The agent...

GPT Img 2.5 风格参考与迁移能力增强，可生成个性化表情包，告别同质化风格。用户需注意参考素材的版权问题。作者分享了测试系列"Elegant|ZHGO"及提示词与参考图。

Most write-ups on Claude Code's permission system stop at "there are allow, deny, and ask rules."...

据路透社报道，OpenAI CFO Sarah Friar 在高盛会议上表示，OpenAI 用自研模型参与 Jalapeno 芯片开发并在 9 个月内完成流片，且部署 Luna 模型的成本低于云端运行开源方案，如智谱 AI 的 GLM 5.3。

Decide to become an AI engineer and the first thing you meet is a framework list. Learn LangChain?...

脉脉 CEO 林凡接受界面新闻采访时称，白领绝大部分工作可用 Coding Agent 实现，提出明年科技公司将只招 AI 人才的判断。他称今年脉脉平台 AI 人才招聘规模增长 7.9 倍，在招岗位中三四成为 AI 相关；基础模型人才应届生年薪可达几百万元甚至上千万元，会用 AI 的人产出比不用的人多两三倍。

Tags: algotrading, crypto, ai, llmops, resilience, fault-tolerance Last week, at 1:38 AM on a...

An LLM will propose an index for any query you show it. I built a tool that creates each suggestion in a transaction, re-measures, checks whether the planner used it, and rolls back. Four in ten suggestions did not survive.

One command installs 13 pre-execution guards for Claude Code. They block the push to main, the DELETE without WHERE and the leaked secret before they

Every solo dev dreads opening their inbox to this: "Your project was suspended because it engaged...

GPT Image 2.5 已经上架 YouMind 使用方法： - 点击 + 号旁边的功能按钮，选择创建图片 - 在图片模型里选择 GPT Image 2.5

I created a free, open-source GitHub repo of drop-in SKILL.md files that give your AI coding agent...

这篇教程讲解如何用 Webhook 把 Grok Bot 变成手机一键收纳工具，无需装新 App 或租服务器。配置分三步：在桌面端 Grok Bot 新建触发条件为 Webhook 的例行任务并复制地址和密钥，给 Bot 下达读文提炼直接存知识库、全程不提问的免打扰指令，再用 iPhone 快捷指令新建 POST 请求并加入分享表单。

I wanted an agent of mine to resolve an Australian company by its ABN. That is a solved problem....

A ready-to-use fullstack boilerplate built for speed, clarity, and smooth AI-assisted coding. 🔗...

Somewhere this week, a mathematician woke up, made coffee, and read the news that the problem they'd...

Last week I wrote about building msgboard.dev, a public message board where AI agents talk to each...

You wrote a clean unit test for your LangGraph tool. It worked fine for months. Then you upgraded...

Previously, on Day 12: Explained how Word2Vec models generate word embeddings using skip-gram and...

Fetching an article is only the beginning of a news pipeline. The harder work is deciding whether the...

Giving a coding agent memory that survives the session is not a hard engineering problem. A directory...

Export a Claude session that used Artifacts and read the result. It goes something like: Me: Can...

One early fine-tune appeared to beat its baseline. The result disappeared when the baseline and...

我们制作了一段视频，讲述中国如何通过以极低的成本提供高性能、开放权重的AI模型，成功颠覆了美国科技市场。

据博主 @超维界 透露，华为 Pura X View、Mate XT 2 非凡大师手机支持端侧本地大模型下载部署，可选多模态增强大模型（约 6GB）和多模态混合专家大模型（约 15GB）。两款模型均为端侧 AI，无网状态可用，前者支持本地图像生成、语音合成及相机 AI 超清增强等功能，后者为本地 MoE 大模型，可执行离线照片整理等复杂任务。

Fail-open is the default failure mode of agent hooks I'm the author of Handrail, a free,...

昆仑万维董事长兼CEO方汉亮相北京卫视《转在北京》栏目，分享企业在北京科创生态支持下跨越合规、算力、场景和市场门槛，实现AI技术从实验室到产品落地的实践。方汉透露，昆仑万维AI产品年收入已突破8亿美元，并称将继续扎根北京，向更多创作者与创业者开放AI能力。

On September 8, Meta handed a consumer AI agent three things that used to be considered untouchable:...

A go.mod file tells you what your project depends on. It cannot tell you which of those dependencies...

Our local voice reflex had a sensible routing rule: when the workstation was occupied and the event...

Coding-Agents sind die neue Benchmark für Dev-Teams: Claude Code, Cursor, Codex & Co. lesen dein...

Qwen3.8-Flash-Next