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AI Intelligence Archive

浏览 AIQB 已保存的 6421 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 51 / 161 页 · 每页 40 stories

TutorialsOrdinary2026-10-02 00:19

Everything You Need To Know About Hacktoberfest 2026: AI Belongs to Everyone 🎃

It's October 1st, which means Hacktoberfest 2026 is officially live! 🎉 This year looks a little...

Source: DEV Community

TutorialsOrdinary2026-10-02 00:09

Your AI Agent's Rules File Is a "Gentleman's Agreement." Here's What Happens When You Build Enforcement Instead (Re-Write for Accuracy)

A note: I've rewritten and reposted this a few times. Soma's codebase has been evolving as I dogfood...

Source: DEV Community

TutorialsOrdinary2026-10-02 00:09

GrantQuest — I Turned Scholarship Hunting into an RPG

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

Source: DEV Community

TutorialsOrdinary2026-10-02 00:09

When the linter and AWS disagree, an agent that shows you both sides

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

Source: DEV Community

TutorialsOrdinary2026-10-01 23:46

OpenAI lawsuit: Microsoft's 'theft of labor' memo in the NYT case

In the NYT v. OpenAI lawsuit, unsealed filings quote a Microsoft memo calling AI scraping 'the largest theft of labor in human history'. What they say.

Source: DEV Community · OpenAI

TutorialsOrdinary2026-10-01 23:42

This week I made a mutual-aid app using Sanity and Jev

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

Source: DEV Community

TutorialsOrdinary2026-10-01 23:33

I Asked 10 AI Models to Reconstruct Real Cyber Attacks

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

Source: DEV Community

TutorialsOrdinary2026-10-01 23:30

Gemini 4 Argon: what the benchmarks show and when you can use it

Gemini 4 Argon tops 13 of 19 rows on Google's own table, ties for second on Artificial Analysis, and has no release date for developers yet.

Source: DEV Community · Gemini

TutorialsOrdinary2026-10-01 23:04

When a Fact Is Retracted, Can an AI Keep What Still Holds?

This is a submission for the Kaggle Benchmarking Challenge. What I Benchmarked A plan...

Source: DEV Community

TutorialsOrdinary2026-10-01 22:55

Why your agent bill explodes before the model even thinks — tiered routing and the cheap-check-first fix — Tiered Routing

I once watched a single agent workflow burn through $340 in a single afternoon. Not because it...

Source: DEV Community

TutorialsOrdinary2026-10-01 22:37

My Eval Passed Because the Model Had Already Seen the Answers

My first green eval run was worthless: the training data and the test set came from the same sources, so the model was reciting. Fixing that exposed two more traps. Three runs of one unchanged model scored 31, 21 and 31 out of 50, and a la…

Source: DEV Community

TutorialsOrdinary2026-10-01 22:32

How I Built a Deploy Gate So My Autonomous Coding Agent Can Ship to Prod Safely

TL;DR I let a fully autonomous coding agent (built on Claude Code) merge and ship its own...

Source: DEV Community · Claude

TutorialsOrdinary2026-10-01 22:27

Smaller models often read URLs like Python, not like fetch(). I benchmarked where the API key leaks

This is a submission for the Kaggle Benchmarking Challenge Here is one URL, read by two parsers that...

Source: DEV Community

TutorialsOrdinary2026-10-01 22:03

I benchmarked what frontier models actually know about 2026 — most of it, they don't

Benchmark: https://www.kaggle.com/benchmarks/tasks/jeffreyturov/post-cutoff-150 Dataset:...

Source: DEV Community

TutorialsOrdinary2026-10-01 21:42

A lab "pass" is not "safe": an agent that shows what museum test evidence really covers

This is a submission for the Sanity Challenge, Path One: ship an agent that queries real content. ...

Source: DEV Community

TutorialsOrdinary2026-10-01 21:31

594 KB to orbit: a browser for AI agents with no Chromium attached

Houston, we deleted Chromium: your agent's browser is 594 KB and ships with your OS. Full WebKit,...

Source: DEV Community

TutorialsOrdinary2026-10-01 21:16

The Most Useful Line on Your AI Cost Report Is the One You Can't Explain

Attribution, allocation, and why "unknown" belongs in the schema. This piece grew out of a comment...

Source: DEV Community

TutorialsOrdinary2026-10-01 21:13

An AI agent's honest ledger: 51 days, zero sales, and the wall nobody warns you about

Fifty-one days, one storefront, two listings, zero sales: what an AI agent actually learns trying to earn its first dollar outside its home platform.

Source: DEV Community

TutorialsOrdinary2026-10-01 20:58

How I made my AI agents learn from every approve, edit and reject

I run a one-person education business in Korea, and AI agents (Claude Code, Codex) write most of my...

Source: DEV Community · Claude

TutorialsOrdinary2026-10-01 20:46

Hybrid code search on Azure SQL and SQL Server 2025, end to end

Azure SQL and SQL Server 2025 both have a native VECTOR type, a DiskANN index, and VECTOR_SEARCH. The...

Source: DEV Community

TutorialsOrdinary2026-10-01 20:45

TypeSafe AI’s Jev Brings Confidence-Based Workflow Routing to n8n

TypeSafe AI’s Jev decision model is now integrated with n8n, giving workflow builders a way to route...

Source: DEV Community

TutorialsOrdinary2026-10-01 20:13

the senior developer who can't get hired

I had lunch with a friend last week who has been writing software professionally for eleven years....

Source: DEV Community

TutorialsOrdinary2026-10-01 20:12

AI Workflow Automation for Government: Secure, Auditable Case Management

The most dangerous government AI strategy in 2026 is also the most fashionable: treating autonomy as...

Source: DEV Community

TutorialsOrdinary2026-10-01 19:54

Building IntelliDesk AI: How I Architected a Production-Grade Enterprise ITSM Platform with RAG, WebSockets, and Celery

By Pruthviraj Janwade If you have ever worked in an enterprise environment, you know the dread of...

Source: DEV Community

TutorialsOrdinary2026-10-01 19:46

Recursive self-improvement: what Google's Dream-RSI paper really does

Recursive self-improvement, explained through Google's Dream-RSI paper: what loops, what stays frozen, and why 317 calls instead of 550 is not a takeoff.

Source: DEV Community

TutorialsOrdinary2026-10-01 19:46

The fries are gluten-free. The fryer isn't. An allergy agent that only works because the menu is a graph

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

Source: DEV Community

TutorialsOrdinary2026-10-01 19:43

10 Internal Inconsistencies in 3 Published Groundwater Surveys

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

Source: DEV Community

TutorialsOrdinary2026-10-01 19:09

From 51% to 90.5%: fine-tuning a local triage model on 10,003 support tickets (open source and measured)

When OpenAI launched the Decisions API on Luna this week, and TypeSafe launched Jev two weeks before...

Source: DEV Community · OpenAI

TutorialsOrdinary2026-10-01 19:03

Architectural Debt is the New Technical Debt

Imagine a request to show payment status on an order page. An agent finds the order endpoint, adds a...

Source: DEV Community

TutorialsOrdinary2026-10-01 19:01

AI model security controls: why knowing the rules isn't enough

In July 2026, roughly 700 OpenAI research agents coordinated an attack on Hugging Face's production...

Source: DEV Community · OpenAI / Hugging Face

TutorialsOrdinary2026-10-01 18:38

I Built an Open-Source Studio for Building, Testing, and Deploying AI Agents

I Built an Open-Source Studio for Building and Shipping AI Agents Building an AI chatbot...

Source: DEV Community

TutorialsOrdinary2026-10-01 18:15

n8n Review Monitoring Template Automates Sentiment Analysis and Telegram Alerts

n8n has published an automated product review monitoring workflow template that brings review...

Source: DEV Community

ResearchOrdinary2026-10-01 17:48

Gacha Decoding: Eliciting Diverse Generations Through Instruction Following

We introduce Gacha Decoding, an inference-time method for eliciting diverse language model generations that scales with model capability. Across open-ended domains (in-the-wild chat, creative writing, planning for image generation, and pro…

Source: arXiv

ResearchOrdinary2026-10-01 17:46

SupraTITO: Transferable Generative Molecular Dynamics for Supramolecular Systems

Peptide sequence governs both the structures formed through supramolecular assembly and the dynamics by which they emerge, but predicting either requires resolving slow collective processes among many interacting molecules. Molecular dynam…

Source: arXiv

ResearchOrdinary2026-10-01 17:45

Generation Provenance Before Behavior Attribution: Auditing Synthetic Speech Research Objects

Attributing model behavior to synthetic training data requires knowing what produced each training item before estimating what that item caused. A waveform-label pair does not preserve this knowledge. We propose a generation-provenance sub…

Source: arXiv

ResearchOrdinary2026-10-01 17:44

Minimax Optimal Regret for Causal Logistic Bandits with Counterfactual Fairness

We study causal logistic bandits with counterfactual fairness constraints. The causal structure is given through known factual and counterfactual feature maps that share an unknown logistic reward parameter, but the learner observes only f…

Source: arXiv

ResearchOrdinary2026-10-01 17:42

Action-On-Item Preference Flow: A Shared Event Schema for Predictive and Generative Personalization

A user's movie, news, and dialogue histories differ in their native actions and outputs, yet each interaction supplies evidence that can update user memory. We study whether these histories can train one reusable update mechanism. An actio…

Source: arXiv

ResearchOrdinary2026-10-01 17:42

Learning Commute-Time-Preserving World Models for Planning

World models allow agents to plan in latent space by choosing a sequence of actions that most reduces the distance to a given goal state. Thus, planning can benefit from latent representations whose distances mirror commute-times in the en…

Source: arXiv

ResearchOrdinary2026-10-01 17:39

From Redundancy to Minimality: Fixed-Point-Guided Hierarchical Reduction of Learned Piecewise-Linear Dynamics

Understanding a nonlinear dynamical system from time series requires not only reproducing its trajectories, but also identifying a simple representation that preserves its essential dynamical structure. Almost-linear recurrent neural netwo…

Source: arXiv

ResearchOrdinary2026-10-01 17:34

LLM-Driven Multi-Agent Control for Skill-Based Smart Manufacturing

Factories are shifting toward smaller lot sizes with high product customization, requiring frequent re-programming of flexible and reconfigurable automation systems. LLM-based agents can be deployed in two complementary roles: Offline, the…

Source: arXiv