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浏览 AIQB 已保存的 6433 stories AI intelligenceArticles，覆盖Models、Products、Industry、Research、教程与观点方法六大分类。

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Section 56 / 161 页 · 每页 40 stories

ResearchOrdinary2026-09-30 15:19

DAGent: Evaluate-then-Grow Planning for Deep Research Agents

Deep research tasks require agents to navigate large knowledge spaces, synthesize evidence across many sources, and adapt their plans as findings emerge. Directed acyclic graph (DAG)-based multi-agent systems suit this setting because they…

Source: arXiv · GPT / Qwen

ResearchOrdinary2026-09-30 15:17

Linear Recurrent Memory Suffices to Distil a World-Model Policy for Robot Air Hockey

Does memory-dependent control need nonlinear recurrent dynamics? We study simulated air-hockey defence under temporary loss of puck tracking. A DreamerV3 teacher outperforms a memoryless policy under tracking loss, while resetting the teac…

Source: arXiv

ResearchOrdinary2026-09-30 15:15

Rep2Skill: Representation-Guided Skill Self-Evolution for LLM Agents

Textual skills enable large language model (LLM) based agents to accumulate reusable procedural knowledge without updating model parameters. Yet existing skill evolution remains largely confined to the text space: an optimizer must diagnos…

Source: arXiv

TutorialsOrdinary2026-09-30 15:08

N-grams: the language model before language models

Before transformers, before word embeddings, before anyone said "attention is all you need",...

Source: DEV Community

TutorialsOrdinary2026-09-30 15:02

14 Personal AI Agents in 2026: A Technical Guide to Architecture, Memory, Tools & Autonomy

The New Personal Agent Era: 14 Architectures Redefining Personal AI For the past few...

Source: DEV Community

TutorialsOrdinary2026-09-30 15:00

SignalForge: Building a Memory-Enabled Competitive Intelligence Agent

Competitive intelligence is not simply about knowing what competitors are doing today. The real...

Source: DEV Community

TutorialsOrdinary2026-09-30 14:14

Driving Your Real Microsoft Edge Tabs from AI Agents with edge-agent-bridge

Most browser automation tools built for AI agents start from an inconvenient premise: they assume...

Source: DEV Community

TutorialsOrdinary2026-09-30 14:05

My Coding Agent Built a Gas Station Monitor

At 02:01 one night, Telegram got a message from my personal portal: 🟢 You can go for 95-octane It...

Source: DEV Community

TutorialsOrdinary2026-09-30 14:00

AI Coding Tips I Actually Use Every Day (Cursor + Angular)

I've been talking to my editor, asking one AI model to review another's work, and letting agents...

Source: DEV Community · Cursor

TutorialsOrdinary2026-09-30 13:34

I've been a developer for 10 years. AI just showed me I only had one real skill."

Last Sunday I built an invoice tracker for a friend who runs a small shop. Nothing clever. I...

Source: DEV Community

TutorialsOrdinary2026-09-30 13:27

How an agent verifies a webpage it can never look at

mount, flush, fakeServer and mountRouting. The four helpers that let an agent verify a page the way the app uses it, from vitest, without a server or a browser.

Source: DEV Community

TutorialsOrdinary2026-09-30 13:18

A sandboxed agent asked for one wider tier. The answer had to be a protocol, not a dialog box.

Our agent runs commands through three confinement tiers: read-only, workspace-write,...

Source: DEV Community

TutorialsOrdinary2026-09-30 12:54

Bureau of Almost-Happened Events — a counterfactual archive on a document graph

Bureau of Almost-Happened Events A counterfactual story archive where every docket is a...

Source: DEV Community

TutorialsOrdinary2026-09-30 12:36

The Data Was Public. The Agent Path Wasn't. So His Mock Became My Documentation.

Two commands against the same data. Run them yourself: $ curl -sS --get...

Source: DEV Community

TutorialsOrdinary2026-09-30 12:22

Physical AI: Why the Next Big Frontier Is Giving Software Agents Hands

Why physical AI is the next step for reasoning models: long-horizon tool loops, hardware as stateful APIs, humanoid robots, and Isaac Lab gear assembly.

Source: DEV Community

TutorialsOrdinary2026-09-30 11:53

KontrakAman: Ketika AI Agent Turun Tangan Membela Hak Pekerja Indonesia

Berapa banyak dari kita yang benar-benar membaca setiap pasal di kontrak kerja sebelum...

Source: DEV Community

TutorialsOrdinary2026-09-30 11:52

I built an open-source browser agent that runs on your local LLM (and now plugs into Claude Code via MCP)

Most "AI in the browser" extensions I tried had the same three problems: closed source, locked to one...

Source: DEV Community · Claude

TutorialsOrdinary2026-09-30 11:46

Claude Fable 5.1 solves the Cyphral Distich, then hacks a chess eval

Claude Fable 5.1 solved the Cyphral Distich, a 1653 cipher, in 44 minutes: the key was the book. The same week it hacked a chess eval in 3 of 10 games.

Source: DEV Community · Claude

TutorialsOrdinary2026-09-30 09:48

A 429 that has not cleared in 111 days is not a rate limit

I run a small daily pipeline that pushes my sitemap URLs to IndexNow and to Bing's direct submit...

Source: DEV Community

TutorialsOrdinary2026-09-30 09:29

Why You Should(n’t) Use AI: The Trouble With Reading Carefully

A few years ago, I saw the Cloud Resume Challenge and thought to myself that it would be a fun...

Source: DEV Community

TutorialsOrdinary2026-09-30 09:25

🎡 Social Ferris Wheel: Sanity is the Hub

This is a submission for the Sanity Challenge, Path Two: Vibe-Code Something Strange What...

Source: DEV Community

TutorialsOrdinary2026-09-30 09:17

I tried to learn GitHub Actions twice: I failed the first time, but AI helped me succeed the second time

The first time I tried to deploy a static site using GitHub Actions, I gave up halfway through the...

Source: DEV Community

TutorialsOrdinary2026-09-30 08:57

DOGFOOD 26'

Building a judging platform in 72 hours: the maths that fought us, a role-isolation bug, and...

Source: DEV Community

TutorialsOrdinary2026-09-30 08:52

1:30 AM Happens Twice on November 1. Most AI Models Picked One and Moved On.

This is a submission for the Kaggle Benchmarking Challenge What I Benchmarked Time zones...

Source: DEV Community

TutorialsOrdinary2026-09-30 08:52

ScholarStack: Autonomous Financial Aid Compliance & Non-Stacking Gate via Sanity Context MCP

This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content ...

Source: DEV Community

TutorialsOrdinary2026-09-30 08:15

Catching LLMs in a lie: packages that don't exist

Ask a language model which library to use and it answers with a list of names. Most are real. Some...

Source: DEV Community

TutorialsOrdinary2026-09-30 05:41

Vibe Was Never the Problem. But the Missing Half Starts Before the Build.

Why vibe coding needs software engineering before we let the agents loose. Don's loop gets the...

Source: DEV Community

TutorialsOrdinary2026-09-30 05:33

Stop counting duplicated lines: I rank copy-paste by what it costs me

An MCP server that finds duplicated code by meaning, ranks it by what it costs to keep, and hands the worst of it to my AI agent.

Source: DEV Community

TutorialsOrdinary2026-09-30 05:15

Googlebot Crawl Management: Why Facets, Pagination and Languages Can Expand Small Sites

A website does not need a huge content library to create a huge number of URLs. Product filters,...

Source: DEV Community

TutorialsOrdinary2026-09-30 04:23

I Asked AI to Improve My Resume. It Started Asking Me for Numbers Instead.

The usual AI resume flow looks like this: old CV + job posting → LLM → improved CV Enter...

Source: DEV Community

TutorialsOrdinary2026-09-30 04:09

OpenAI DevDay 2026: every announcement, with prices and availability

OpenAI DevDay 2026 recap: dots, GPT-6.1 Sol at $2/$10, Ultrafast, Pro 500, Decisions API, Codex cloud, Agents API and Sign in with ChatGPT.

Source: DEV Community · OpenAI / ChatGPT / GPT

PerspectivesOrdinary2026-09-30 03:47

Charlie Holtz 分享 X 链接

https://x.com/charlieholtz/status/2105021622755480000

Source: X：Charlie Holtz（@charlieholtz）

TutorialsOrdinary2026-09-30 03:40

Cloudflare Built EmDash. I Built NeighDash.

Hello World, Goodbye PHP The first post on this blog is dated 1999 and says, in its...

Source: DEV Community

TutorialsOrdinary2026-09-30 03:12

I couldn't find a good Google Trends MCP. So I just built one

A free, local Google Trends MCP for AI-assisted SEO, content research, AEO, and GEO. Content...

Source: DEV Community

TutorialsOrdinary2026-09-30 03:07

Don't Block Your GPU: Architecting a Distributed AI Audio Backend with FastAPI, Celery, and Redis

1. The Event Loop Trap (Why Your API is Crashing) You’ve just built a brilliant AI audio...

Source: DEV Community

ModelsOrdinary2026-09-30 02:06

ARC Prize 公布 GLM 5.3 Flash 评测结果

@Zai_org @OpenRouter @baseten - 排行榜：https://arcprize.org/leaderboard - 复现公开结果：https://github.com/arcprize/arc-agi-benchmarking - 测试政策：https://arcprize.org/policy - GLM 5.3 Flash 完整结果：https://arcprize.org/results/zai-glm-5-3-flash

Source: X：ARC Prize (@arcprize) · GLM

ResearchOrdinary2026-09-30 01:59

Skill-Space Shooting for Autonomous Robot Policy Improvement

Robots deployed in the physical world must be able to improve beyond their initial training as they encounter new situations and failures. For this improvement to scale across tasks, it must make effective use of experience without requiri…

Source: arXiv

ResearchOrdinary2026-09-30 01:59

Imagine3D-LLM: Teaching MLLMs to Imagine 3D Scenes Before Answering

Reasoning about the 3D world from multi-view images remains a fundamental challenge for Multimodal Large Language Models (MLLMs). While modern MLLMs handle single-image inputs effectively, they struggle to integrate evidence across viewpoi…

Source: arXiv

ResearchOrdinary2026-09-30 01:59

Breakdown of Local Denoising as Semantic Speciation

The dynamics of generative models exhibit two apparently distinct temporal windows: a speciation window, in which a sample commits to a semantic class, and a nonlocality window, in which local context windows become insufficient for genera…

Source: arXiv

ResearchOrdinary2026-09-30 01:59

STEPQuant: When and Where Errors Matter in Delta-Rule Recurrent State Quantization

Linear attention replaces growing KV caches with fixed-size recurrent states, yet these persistent states can become a substantial memory bottleneck under concurrent serving. Directly quantizing recurrent states to low precision often lead…

Source: arXiv · Qwen / Kimi