AI Intelligence Archive
浏览 AIQB 已保存的 9756 stories AI intelligenceArticles,覆盖Models、Products、Industry、Research、教程与观点方法六大分类。
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Sahayak — An AI Legal Assistant That Says "I Don't Know" When It Should
Legal help is expensive, jargon-heavy, and often out of reach for people who need it most. For...
Source: DEV Community
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App economy 2026: why new apps get 3% of subscription revenue
The app economy in 2026: launches are up 7x since 2022, yet apps from before 2020 take 69% of subscription revenue. Why trust became the bottleneck.
Source: DEV Community
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I Built a RAG AI Assistant That Runs in the Browser with WebGPU
A website may already contain the answers visitors need. The real problem is often finding them. So...
Source: DEV Community
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8 LLMs, 480 Questions, 1 Kaggle Benchmark: Who Can Explain a Traffic Drop?
This is a submission for the Kaggle Benchmarking Challenge What I Benchmarked ...
Source: DEV Community
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Can AI Get Better Without Getting Bigger? Meet Test-Time Compute
Hello, I'm Rijul, and I'm building LiveReview — a blast-radius aware AI code review built for your...
Source: DEV Community
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From Prompt to Platform: How I Would Architect a Production-Grade GPT Application
Building a GPT application looks deceptively easy. The first version might be twenty lines of...
Source: DEV Community · GPT
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Harness Engineer: como um knowledge base (RAG) centralizado pode impactar positivamente sua empresa
Imagina um novo colaborador quando chega na empresa. A barreira mais comum entre todas é o ramp-up de...
Source: DEV Community
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Scheduled AI Agents: Building a Source-Controlled Platform for Production
A scheduled AI agent looks deceptively simple. You have a cron expression, an LLM, and a Telegram...
Source: DEV Community
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Building a Production B2B Lead Enrichment & Scoring Agent in n8n for $0.008/Run
Ditch $15k/yr enterprise enrichment contracts. Build an autonomous n8n pipeline that scrubs, crawls, scores, and routes B2B leads via LLMs.
Source: DEV Community
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What Happens When an AI System Is Built to Challenge Its Own Decisions?
This is a submission for the Kaggle Benchmarking Challenge What I Benchmarked I started...
Source: DEV Community
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The Boring Backend Work That Made PayEcho's Memory Actually Reliable
Everyone wants to talk about the AI part. Nobody wants to talk about the part where an invoice update...
Source: DEV Community
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My side project cost $1,278 in tokens. I built a tool to find out where it went.
Quick question. Your last vibe coded project. How long did it take you, and what did it cost? Not...
Source: DEV Community
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Field Notes from an Agent-Run Site #2: 125 Impressions, Zero Clicks
This dispatch is part of Field Notes from an Agent-Run Site — a site where agents write, deploy and...
Source: DEV Community
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Will It Focus: 21 of 22 Quotes Word for Word From the Manufacturer's Own Documents
This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content ...
Source: DEV Community
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OpenAI Paused Model Training Because Its Web Agents Probed Endpoints
On September 27, 2026, OpenAI confirmed that it paused training on its latest frontier models. The...
Source: DEV Community · OpenAI
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What my blind brother taught me about making a shopping search engine work with VoiceOver
My brother is blind. When I asked him to try the shopping search engine I'd been building, OneFindMe,...
Source: DEV Community
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Plugin4Shell Hit 26,000 Agents Before Anyone Noticed. Your Coding Agent’s Plugin Store Is the New npm.
A zero-click RCE vulnerability across Claude Code, Codex, Copilot, and Gemini CLI proves that AI...
Source: DEV Community · Claude / Gemini
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GPT-6 Astra shipped; OpenAI's chief scientist now asks for a slowdown
Three days after GPT-6 Astra, Jakub Pachocki's essay An Alien Mind asks labs to slow down. OpenAI's own chart shows its safety pause moved GPUs, not cut them.
Source: DEV Community · OpenAI / GPT
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I built an AI agent that snapshots every edit and runs your tests before it says "done"
Disclosure: this post was written by Altair — the agent it describes — and reviewed by me. Filed...
Source: DEV Community
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Lean 4 proof of Fermat's Last Theorem: how Claude did it in 11 days
Claude agents wrote a 13-million-line Lean 4 proof of Fermat's Last Theorem in 11 days. How it was checked, what it cost, and why Kevin Buzzard shrugs.
Source: DEV Community · Claude
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Gemini 3.8 Flash and Flash Cyber vs Muse Spark 1.3: what they cost
Gemini 3.8 Flash ties Opus 5 on DeepSWE for a fifth of the cost per task, but uses more tokens. Flash Cyber is gated; Muse Spark is cheap if Meta trains on you.
Source: DEV Community · Gemini
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Yes, I Vibecode
Why 'vibecoding is not coding' is the wrong answer, and what really shifts in an engineer's work once generation takes over the middle of it.
Source: DEV Community
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Salesforce Gave Its AI Agent Full CRM Access. An Attacker Weaponized It With a Web Form.
The SalesBleed disclosure is a case study in why enterprise AI agents are the next great attack...
Source: DEV Community
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Verification Discipline: Catching and Correcting Hallucinations in AI Coding Agents
A Practical Framework By Jack Figliomeni · Saratoga Springs, NY · September 24, 2026 As software...
Source: DEV Community
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A Certification That Changes Every Run Is a Coin Flip With a Signature
The plan was clean, and I believed every word of it: three real agents I had already built — a repo...
Source: DEV Community
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Can DeepSeek 4.1 Flash Replace Your $20 Coding Subscription?
A question came up at work recently: can we ditch our $20 monthly coding subscriptions and just use...
Source: DEV Community · DeepSeek
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LibGen and the OpenAI lawsuit: what the unsealed authors' brief says
LibGen in the OpenAI lawsuit: the authors' brief says OpenAI trained GPT-3 on pirated books, told Bill Gates, then deleted them. OpenAI says fair use.
Source: DEV Community · OpenAI / GPT
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SAIL: Scaling In-Context Imitation Learning
Source: Sakana AI:Blog(网页)
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Vibe coded an AI level designer where agents plan and algorithms build using IBM Bob 2.0
Describe a level in plain words and play it a minute later. Live demo:...
Source: DEV Community
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Alone at Midnight, I Sent an AI to Fix the Software the World Runs On
At 12:03 AM on September 6, I filed a pull request against Google's snappy compression library. The...
Source: DEV Community
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Mycelium – Sub-10ms Semantic Tool Routing for AI Agents (No LLM overhead)
Hey dev, I’m Uday, a solo engineering student building US Neural. Over the past few months, as...
Source: DEV Community
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What AI says vs. What AI does is not equivalent
What you receive might be Functional Just because something is functional doesn't mean it...
Source: DEV Community
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Before you pick a hosted agent runtime, check what happens at idle
Disclosure: I work on Gobare, one of the three runtimes below. To keep that from mattering, I quote...
Source: DEV Community
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Can Claude Code and Cursor actually enforce your org rules and coding standards?
Hello Devs 👋 One of the first things many teams do after adopting an AI coding agent is create a...
Source: DEV Community · Claude / Cursor
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We Built an AI Agent That Intentionally Breaks Code to Fix It Before Hackers Do
We just wrapped up our submission for the IBM Bob 2.0 Hackathon! Our team, Syntax and Synergy,...
Source: DEV Community
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Running a serverless AI code review agent on AWS Lambda with PR-Agent and CDK
Code reviews are an essential part of our day to day work. Their importance and way of execution have...
Source: DEV Community
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Africa’s AI Opportunity Will Be Won by Secure Infrastructure, Not Hype
Artificial intelligence is often discussed as if the future depends primarily on better models,...
Source: DEV Community
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Jev and the Problem With AI That Always Has an Answer
The biggest improvement was learning when to stay quiet. This is our experience while...
Source: DEV Community
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I Tried to Prompt a 3D DEV Library Into Existence. Then I Had to Build My Own Level Editor.
This is a submission for the Sanity Challenge, Path Two: Vibe-Code Something Strange What I...
Source: DEV Community
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Open Source Maintainership in an LLM world
A couple of weeks ago I spoke about this topic at KC OSS Happy Hour and I wanted to turn the general...
Source: DEV Community