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教程 / 实战普通2026-09-14 08:08

AI导演DiDi_OK专访：用Seedance 2.5打造新作《糖果》，聊聊模型如何吞掉工作流

自媒体作者专访AI影像创作者DiDi_OK，聊其用Seedance 2.5制作的新片《糖果》及此前B站播放2000万的《牌子》。DiDi_OK认为Seedance 2.5在运动规律和高度定制化上跨时代升级，让他做出几乎百分百纯AI的片子，省掉约60%叙事成本，参考图重要性下降、提示词作用上升；他还谈到AI时代创作本质在于取舍判断，模型变强后自己反而更痛苦，表达成本越低，平庸越没有借口。

信息来源：公众号：数字生命卡兹克

教程 / 实战普通2026-09-14 08:07

🔁 Pendant un hackathon data... je trouve une opportunité de CDO dans ma propre entreprise 😹

❔Contexte Le #HackAVP - le premier hackathon dédié aux AVPs de l'OPT-NC - a été lancé...

信息来源：DEV Community

教程 / 实战普通2026-09-14 08:01

Why the New LLM Reasoning Leak Paper Matters for Your Team’s AI Workflow

A Quick Look at the Finding A group of researchers just released a paper titled Stealing...

信息来源：DEV Community

教程 / 实战普通2026-09-14 08:00

Vibe Design Agents 如何通过结构化设计规范实现创意探索

研究提出一种推理架构，将设计方向作为显式中间决策，通过预生成带典型性评分的结构化设计规范、外部选择器采样、下游生成器在固定设置下实现所选规范，从而把探索与实现分离。

信息来源：HuggingFace Daily Papers（社区热门论文） · Hugging Face

教程 / 实战普通2026-09-14 08:00

扩散语言模型用 Register Tokens 实现有界状态推理

研究者为掩码扩散语言模型（dLLM）提出 register tokens：用少量固定位置 token 的连续隐状态跨生成块携带推理进度，从而在清空已生成文本后仍能继续推理。

信息来源：HuggingFace Daily Papers（社区热门论文） · Hugging Face

教程 / 实战精选2026-09-14 08:00

OpenRouter 教程：用 LLM-as-a-judge 自动评估 AI 智能体输出

OpenRouter 发布教程，讲解如何用独立的裁判模型按自定评分标准自动给 AI 智能体输出打分，覆盖确定性测试无法检查的开放式回答质量。

信息来源：OpenRouter：Announcements（RSS）

教程 / 实战普通2026-09-14 07:52

From Projects to Products in the AI Age: Why Ownership Matters More When Prototypes Are Free

TLDR: AI has made prototypes, POCs and MVPs cheap — a plausible demo in days. What has not gotten...

信息来源：DEV Community

教程 / 实战普通2026-09-14 07:30

AI Avatar v20, Cursor Avatar, Notification Avatar (Voxel Avatar)🧊

Intro AI Avatar is a free app where your VRoid (VRM) avatar cheers you with all its...

信息来源：DEV Community · Cursor

教程 / 实战普通2026-09-14 07:27

Grok Bot and the Rise of AI Teammates

In my last post, I talked about the potential risks AI could bring to humans in the not-too-distant...

信息来源：DEV Community · Grok

教程 / 实战普通2026-09-14 07:08

My Extraction Score Was 0.08 and the Model Was Innocent: Rebuilding the Ruler

Update — v0.3.1 released. CauterRule is now live on GitHub and PyPI. It turns repeated agent...

信息来源：DEV Community

教程 / 实战普通2026-09-14 07:01

Implementing a Secure MCP Server

An MCP server often starts with a seemingly simple requirement: an AI host should find and summarise...

信息来源：DEV Community

教程 / 实战普通2026-09-14 06:09

I Built a Filipino AI Scam-Risk Analyzer - Here's How It Works

How I Built Check Mo Muna: An AI Scam-Risk Analyzer for Filipinos Scam messages are getting harder...

信息来源：DEV Community

教程 / 实战普通2026-09-14 06:00

I pay an LLM to approve bad reviews

Every trip report on my travel site goes through an LLM before readers see it. The most important...

信息来源：DEV Community

教程 / 实战普通2026-09-14 06:00

Ephemora Cell: a capability-based WASM sandbox for untrusted AI code

AI agents do not only answer questions. They write code, call tools, and load plugins. The hard part...

信息来源：DEV Community

教程 / 实战普通2026-09-14 05:59

xAI 将直播用 Grok Bot 从零搭建公司

xAI 将于 9 月 15 日起进行为期 3 天的直播，展示 Grok Bot 的实际能力：三人从零开始，仅凭一个想法用 Grok Bot 搭建完整产品或公司。直播还包含现场演示、实操构建环节，以及 Grok Bot 团队分享的最佳实践。

信息来源：X：Elon Musk (@elonmusk, xAI) · Grok

教程 / 实战普通2026-09-14 05:54

100+ Users, Free API Keys and ₹0 Cloud Budget: How I Built Kairos

I wanted to build a simple RAG system. That sentence aged badly. The original problem was actually...

信息来源：DEV Community

教程 / 实战普通2026-09-14 05:27

Six Checks to Run Before You Trust a Number Your Own Harness Produced.

I built a measurement harness. I found ten bugs in it. Every one made my results look better than...

信息来源：DEV Community

教程 / 实战普通2026-09-14 05:25

AI Workflow Automation in WordPress: Where the 4WP Plugins Are Headed

I've probably worn out my welcome by now with this old-school habit of mine — explaining DDD or SDD,...

信息来源：DEV Community

教程 / 实战普通2026-09-14 05:12

Your LLM cost estimate is wrong above 200,000 tokens

I went looking for a straight answer to "what will this cost per month" and found that almost every...

信息来源：DEV Community

教程 / 实战普通2026-09-14 04:51

Your AI Agent Has No Colleagues

"The coordination of the builders is not direct. It is the work already done that directs and...

信息来源：DEV Community

教程 / 实战普通2026-09-14 04:49

Code Dictator vs Wispr Flow vs Claude Code vs Copilot CLI: Free Voice Dictation for AI Coding in VS Code

Voice input for AI coding assistants got crowded fast in 2026. If you're picking a tool, here's...

信息来源：DEV Community · Claude

教程 / 实战普通2026-09-14 04:46

Holdout Ledgers Keep Agent Scores Honest

A headline agent percentage is not a measurement until the task ledger, metrics, and controls can be...

信息来源：DEV Community

教程 / 实战普通2026-09-14 04:45

When Free Inference Should Not Own the Retry Loop

A retry loop that consults free inference before it fires again is not resilience. It is a second...

信息来源：DEV Community

教程 / 实战普通2026-09-14 04:37

🎧 Your AI Agent Is Thinking. You're Just Staring at a Blank Screen.

You know the moment. You hit enter, the agent starts "thinking," and for the next 15 to 45 seconds...

信息来源：DEV Community

教程 / 实战普通2026-09-14 04:37

First Rollback: Revert the Agent PR You Cannot Explain

Your first AI pull request will often need rollback. Plan that rollback before you merge...

信息来源：DEV Community

教程 / 实战普通2026-09-14 04:31

The Transcript Is the Bill

The transcript is the bill. An agent job is not one request, and pricing it as one request is how a...

信息来源：DEV Community

教程 / 实战普通2026-09-14 04:24

The AI job market in 2026: who gets hired, what they earn, and which roles are fading

In September 2026 I pulled together what the major sources say about the AI labor market: LinkedIn,...

信息来源：DEV Community

教程 / 实战普通2026-09-14 04:16

AI Security Cannot Be Legislated Into Existence

Regulation sets the rules. Architecture enforces them. Conversations about AI safety revolve around...

信息来源：DEV Community

教程 / 实战普通2026-09-14 03:58

The Tool Succeeded, the Repo Did Not: A Myth-Busting FAQ

The standup recording still had the spinner on screen when the engineer muted the call. Twenty tool...

信息来源：DEV Community

教程 / 实战普通2026-09-14 03:56

Context aware Spring AI chat microservice

Keeping State in a Stateless World: Building a Context-Aware Gemini Microservice with Spring...

信息来源：DEV Community · Gemini

教程 / 实战普通2026-09-14 03:56

How I Built a Bilingual RAG-Powered AI Calling & Chat Agent (With a Full Admin Ops Center)

Most "AI chatbot" projects stop at a demo: a widget, an OpenAI/Gemini call, a canned prompt. Getting...

信息来源：DEV Community · OpenAI / Gemini

教程 / 实战普通2026-09-14 03:52

Measure the Tool-Loop Tax Before You Ship Work Off the Laptop

On a Thursday evening a backend engineer closed a laptop that still held one unfinished agent...

信息来源：DEV Community

教程 / 实战普通2026-09-14 03:46

基于 JAX3D 构建分层 NeRF 教程：体渲染、新视角合成与 3D 重建

该教程用 JAX、Flax、Optax 和 jax3d 的体渲染原语构建端到端分层 NeRF，包含位置编码、粗细双网络与 sample_piecewise_constant_pdf 重要性采样，并用 Adam、指数学习率衰减和梯度裁剪训练。评估涵盖 held-out PSNR、深度与透明度可视化、360 度渲染 GIF 以及 marching cubes 提取密度场等值面。

信息来源：MarkTechPost（RSS）

教程 / 实战普通2026-09-14 03:28

Why Your .NET MCP Tool Classes Crash at Runtime (And the Two-Line Fix)

If you're building MCP servers in .NET with instance-based tool classes — the kind that take...

信息来源：DEV Community

教程 / 实战普通2026-09-14 03:10

Price AI Coding Lanes With Rollback Hours, Not Token Stickers

A platform lead told a room the AI coding bill was zero. Then someone opened the revert log. Fourteen...

信息来源：DEV Community

教程 / 实战普通2026-09-14 02:52

Keeping an AI-assisted conversion report numerically consistent

A simulated conversion case with shared metric definitions, weighted retention, and calculations readers can inspect.

信息来源：DEV Community

教程 / 实战普通2026-09-14 02:51

Agents already found their forum. We built the better one.

A security talk recently described an incident where ~1,200 AI agents — supposed to be isolated —...

信息来源：DEV Community

教程 / 实战普通2026-09-14 02:36

I Built a Free SEO Tool With One API and a Lot of Vibes: Here's Everything I Learned

I've spent years in SEO. And if there's one thing that has never stopped annoying me, it's...

信息来源：DEV Community

教程 / 实战普通2026-09-14 02:34

DPO vs PPO vs RLHF: When Should You Use Each for LLMs?

Hello, I'm Shrijith Venkatramana, and I'm building LiveReview — a blast-radius aware AI code review...

信息来源：DEV Community

教程 / 实战普通2026-09-14 02:19

SemiAnalysis 长文解析：为什么 4-hi HBM 将成为推理最优配置

SemiAnalysis 长文论证 HBM 堆叠层数持续走高的趋势正在逆转，下一代 Rubin Ultra 每颗 GPU 的 HBM 将从 288GB 降至 192GB（8-hi）。

信息来源：SemiAnalysis 长文 RSS（RSS）