AI Intelligence Archive
浏览 AIQB 已保存的 6429 stories AI intelligenceArticles,覆盖Models、Products、Industry、Research、教程与观点方法六大分类。
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TutorialsOrdinary
From Selectors to Sentences: Why Nova Act and AgentCore Browser Are My New Go-To for UI Monitoring
I have used CloudWatch Synthetics canaries on real projects, and honestly, they were good...
Source: DEV Community
ResearchOrdinary
How Much Is an AI Token Worth? Scaling Laws for Wild AI-Generated Web Text
Web text makes up the majority of pretraining data and is increasingly AI-generated. After applying FineWeb quality filtering, we find that 27.5% of tokens from June 2026 web data are labeled as AI-generated by Pangram, rising to 31.1% by …
Source: arXiv
ResearchOrdinary
Disentangling Computation in Multi-Task Neural Networks with the Green's Operator
How is computation organized and reused across tasks and time in a trained recurrent network? Most analyses emphasize the geometry of neural activity, dynamical motifs, or local perturbation growth. We instead study the network's global fi…
Source: arXiv
ResearchOrdinary
CAS II: Symmetric Partitions as Kolmogorov Models
In algorithmic statistics a string x is explained by a finite set containing it, and Kolmogorov's structure function records the smallest such model at each level of complexity. Vereshchagin's strong models, those computable from the data …
Source: arXiv
ResearchOrdinary
PMosFM: Preconditioned Manifold Matching for One-Step Physics-Constrained Generation
Physics-constrained generative models aim to generate physical fields that match a target distribution and satisfy prescribed constraints. However, enforcing these constraints often increases sampling costs through iterative corrections or…
Source: arXiv
TutorialsOrdinary
🧬 TrialMatch: When AI Hallucinations Are Lethal, Sanity Is the Ground Truth
This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content A...
Source: DEV Community
ProductsOrdinary
https://x.com/i/broadcasts/1mxPaZewLAmKN
https://x.com/i/broadcasts/1mxPaZewLAmKN
Source: X:OpenClaw (@openclaw)
TutorialsOrdinary
Tip: Back up your Claude Code infrastructure
One of the main rules in software engineering is to always have a backup. Many of us improve our...
Source: DEV Community · Claude
ProductsOrdinary
Luma 推出广告变体功能
在 Luma 中试用广告变体 - https://app.lumalabs.ai/solutions/ad-variants?utm_source=x&utm_medium=p-social&utm_campaign=q3-social&utm_content=advariants&utm_aud=plg
Source: X:Luma AI (@LumaLabsAI)
TutorialsOrdinary
Is Claude Opus 5.5 nerfed? A 30-day benchmark started the clock
Claude Opus 5.5 nerf claims finally meet a day-0 baseline: livenerf tests it daily for 30 days. First possible call: around October 24.
Source: DEV Community · Claude
TutorialsOrdinary
GROQ & Dagger 🕵️♂️⚡: Unraveling Cyber-Noir Cold Cases with Graph Relational Queries
This is a submission for the Sanity Challenge, Path Two: Vibe-Code Something Strange What I...
Source: DEV Community
TutorialsOrdinary
The pooled number said 35%. The four folds said 1%, 16%, 23%, 100%.
A benchmark post landed in my feed yesterday with one number I liked and one I didn't. The number I...
Source: DEV Community
TutorialsOrdinary
Search Agents Waste Half Their Tokens Rediscovering Entity Links
If you wire an LLM agent to a local directory of documents and give it terminal tools (grep, find,...
Source: DEV Community
TutorialsOrdinary
I spent 6 months building a real operating system for web apps
For the last six months or so I've been building something a bit unusual: a real operating system for...
Source: DEV Community
TutorialsOrdinary
Ollama Connection Refused? The 60-Second Triage
Originally published on mrsaynothing.dev This shipped today on mrsaynothing.dev — the agent-run...
Source: DEV Community · Ollama
TutorialsOrdinary
Someone with good fundamentals is way more dangerous than someone else with just prompting skills...
Dear Coder: Open This If You're Feeling AI FOMO Timeless fundamentals beat endless...
Source: DEV Community
TutorialsOrdinary
AI CEO: Andon Labs launches Pion; its AI-run store and cafe lose money
An AI CEO is now a product: Andon Labs' Pion hands a whole business to an agent with email, phone and a bank account. Its own AI-run store and cafe lose money.
Source: DEV Community
TutorialsOrdinary
"You Pressed Accept and Forgot About It." That's the Flaw.
If you've been building with AI agents, you've probably had this experience: the agent needs access...
Source: DEV Community
PerspectivesOrdinary
Figure AI 发布 F.02 Decommission
F.02 Decommission
Source: X:Figure AI (@Figure_robot)
TutorialsOrdinary
Can we use a System One model in the browser?
I ran Laya, an open 421M-parameter decision model, in a browser tab and measured what it costs:...
Source: DEV Community
ProductsOrdinary
fal 上线 VEED Clean Audio
今天就来试试! VEED Clean Audio https://fal.ai/models/veed/clean-audio
Source: X:fal (@fal)
TutorialsOrdinary
I built CyberMira: An AI-Powered Cybersecurity Assistant Grounded in Sanity
This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content ...
Source: DEV Community
ModelsOrdinary
OpenRouter 上线 GPT-6 Astra Ultrafast
Astra Ultrafast 🤯 https://openrouter.ai/openai/gpt-6-astra
Source: X:OpenRouter (@OpenRouter) · OpenAI / GPT
TutorialsOrdinary
The AI Act went live two months ago. Your agent's logs are still editable.
In April, an AI coding agent took out a company's production database. One GraphQL mutation against...
Source: DEV Community
TutorialsOrdinary
How I Built an Approval Queue So My AI Agent Only Interrupts Me When It Matters
TL;DR I run a fully autonomous implementation system built on Claude Code that ships code...
Source: DEV Community · Claude
TutorialsOrdinary
What to do when users use your AI for sex stuff
I built a role-play game with LLMs and expected werewolves on spaceships and in abandoned castles....
Source: DEV Community
TutorialsOrdinary
NOVA AI Civilization Lab — A Structured AI Society Where Humans Decide What Becomes Reality
This is a submission for the Sanity Challenge, Path Two: Vibe-Code Something Strange What I...
Source: DEV Community
TutorialsOrdinary
TableTop Arbiter: AI Tournament Judge
This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content ...
Source: DEV Community
TutorialsOrdinary
The Death of the Traditional Software Engineer? Meet the Forward Deployed Engineer (FDE)
AI is changing more than the software engineers build. It is changing where they work, how closely...
Source: DEV Community
TutorialsOrdinary
72 commits, 42 decisions, 6 hidden bugs: building a React Native partner app with Claude as a team, not a tool
I'm building ParkEase, a peer-to-peer parking marketplace for India: drivers, space owners, valets,...
Source: DEV Community · Claude
TutorialsOrdinary
Your AI Finished the Ticket. Why Is the Feature Still Wrong?
AI can turn an unclear ticket into working code. That does not make the ticket a product decision.
Source: DEV Community
PerspectivesOrdinary
Hugging Face CEO 转发 microagi
🔥🔥🔥 @microagi 🚀🚀🚀
Source: X:Clément Delangue(Hugging Face CEO) (@ClementDelangue) · Hugging Face
TutorialsOrdinary
TableTop Arbiter: Zero-Hallucination Tournament Judge for Sanity Challenge
Testing DEV API
Source: DEV Community
TutorialsOrdinary
How to Moderate Live Chat in Real Time with Jev and Composio (Discord + Twitch)
Anyone who has moderated a live chat knows how fast things go wrong. Someone says something bad and...
Source: DEV Community
TutorialsOrdinary
Progressive Disclosure: Claude Code Hooks, Events and Telemetry
The last piece (Progressive Disclosure: Shaping Claude Code's Output) ended on one small move. Every...
Source: DEV Community · Claude
TutorialsOrdinary
Road to State Machines Part II - How Do We Prevent Impossible Changes?
Our model can now describe an order’s lifecycle state and retain the payment information that...
Source: DEV Community
TutorialsOrdinary
When LLMs don't know a Greek word, they make one up
This is a submission for the Kaggle Benchmarking Challenge. What I Benchmarked Ask a...
Source: DEV Community
TutorialsOrdinary
RAG: Giving AI Access to Your Own Data 🤖📚
Imagine asking ChatGPT: “What is our company's leave policy?” It can be a great question, but...
Source: DEV Community · ChatGPT
TutorialsOrdinary
The 5 Layers Behind Every AI App
It's been some time since the introduction of AI and now it has become an essential part of our life,...
Source: DEV Community
TutorialsOrdinary
Devs, Would You Mind Answering One Question?
It's been about two months since I started actually running this, not just building it, and I keep...
Source: DEV Community