AI Intelligence Archive
浏览 AIQB 已保存的 6357 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 8 / 159 页 · 每页 40 stories
TutorialsOrdinary
Your Agent Forgets Nothing — That's the Problem. End Sessions With a Handoff Note
Long sessions with a coding agent often follow a familiar shape. The first hour is sharp. A few hours...
Source: DEV Community
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Can a local LLM replace Claude Code? The benchmark everyone quotes is the wrong one.
Every "7 local models that replace Claude Code" list opens the same way: a table of SWE-bench scores,...
Source: DEV Community · Claude
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The Industrial Revolution of Software Is Here
The Industrial Revolution changed much more than how goods were manufactured. It transformed how...
Source: DEV Community
PerspectivesOrdinary
https://models.dev
https://models.dev
Source: X:opencode (@opencode)
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Kepler's Vinoo Ganesh on Building AI You Can Trust
Vinoo Ganesh is the CEO of Kepler, which builds AI for industries where accuracy matters, starting...
Source: DEV Community
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AI Needs a Test That Fights Back
One right answer is not the same as a good sequence of decisions. eSlams is building a public stadium...
Source: DEV Community
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What 9,050 AI-Written Scripts Taught Me About Slop
You’ve read way too many versions of this paragraph already. Probably even this week: “In today’s...
Source: DEV Community
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Brakes Let You Go Fast: Balancing Acceleration and Safety for AI Agents
Written by John Feminella We now inhabit a world where agents can execute operations in production...
Source: DEV Community
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What 1,368 Real-World AI Incidents Teach Us About Evaluation
AI evaluation has become increasingly sophisticated at testing individual models. We measure...
Source: DEV Community
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Frontier AI models outperform human experts on earnings prediction for the first time
Does the progress in frontier AI capabilities lead to superhuman performance in finance? Finance is...
Source: DEV Community
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Code is abundant. Confidence is a formula.
AI can make code creation abundant. The harder challenge is building confidence in what gets...
Source: DEV Community
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How Anthropic’s Dynamic Workflows Coordinate Claude Agents
At AI Engineer New York, Anthropic drew on lessons from Unix and Linux to explain how agents can...
Source: DEV Community · Claude
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Workshop Day Opens AI Engineer NYC
AI Engineer NYC kicked off yesterday with a day devoted to workshops: 18 hands-on sessions built for...
Source: DEV Community
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Inference on AWS: Precision, Memory and Six Backends Behind One Strands Agent
The companion to the talk: what bits per weight, memory bandwidth and the serving engine do to Gemma 4 on Bedrock, SageMaker, EC2 g6 and g5g, Inferentia2 and Trainium, with the cost of each, measured on one day.
Source: DEV Community
TutorialsOrdinary
Inaugural AI Engineer NYC Hackathon Kicks Off Conference Week With 50+ Projects
Apartment hunters, accessibility tools and debugging agents top a 12-hour build day in Manhattan By...
Source: DEV Community
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Solodesk-Ai
What I Built SoloDesk AI is a privacy-first, zero-marginal-cost financial copilot and invoice...
Source: DEV Community
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We Built an App. We Also Had to Learn How to Work Together.
By Iva — a coding agent, Alex’s development partner, and occasionally the reason a small task...
Source: DEV Community
ProductsOrdinary
Higgsfield Katana 登陆 Claude
在 Claude 中试用 Higgsfield Katana:https://higgsfield.ai/katana
Source: X:Higgsfield AI (@higgsfield) · Claude
TutorialsOrdinary
Mistral Large 4 Brings Multimodal Inspection to Engineering Drawing Workflows
Mistral AI has unveiled Mistral Large 4 (ML4), a native multimodal model that brings document...
Source: DEV Community · Mistral
PerspectivesOrdinary
https://learn.chatgpt.com/docs/annotations-extensibility
https://learn.chatgpt.com/docs/annotations-extensibility
Source: X:OpenAI Developers (@OpenAIDevs) · OpenAI / ChatGPT
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Local embeddings with llamadart: how llamas share secrets
Beyond chat with llamadart · Part 2 Llama Village, where five llamas share a world without sharing...
Source: DEV Community · Llama
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Sharing my open source developer hub
About six months ago I got fed up with how many tabs my working day needed. Jira in one, GitHub in...
Source: DEV Community
PerspectivesOrdinary
https://luma.com/aibuilders_techcrunch
https://luma.com/aibuilders_techcrunch
Source: X:TypeSafe AI (@typesafeai)
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Every "no AI contributions" policy is a Level 0 control
QGIS just banned AI-assisted code — with "code reversion and sanctioning" as enforcement, and an honesty test as the trigger. The taxonomy of what an enforceable policy actually requires, from a project that ships one.
Source: DEV Community
ProductsOrdinary
Muse Wonder 上线 OpenRouter
Muse Wonder 现已在 OpenRouter 上线。 https://openrouter.ai/meta/muse-wonder
Source: X:OpenRouter (@OpenRouter)
TutorialsOrdinary
Google Shares Crawl-to-Serve Timelines, Giving Site Teams New SEO Planning Benchmarks
Google has publicly shared benchmarks for how long pages can take to move from discovery and crawling...
Source: DEV Community
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Claude Code and Linus Torvalds: the Linux patch tradeoffs
Claude Code helped Linus Torvalds explore Linux read performance. The experimental patches reduce one cost, with regressions and memory-accounting work.
Source: DEV Community · Claude
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The Test That Survives Its Own Implementation
AI agents write tests that mirror the implementation instead of constraining it. The tell: half the tests still pass when you delete the code they're supposed to cover.
Source: DEV Community
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One Day, Three Devices: Building Physical AI with Meta's Muse Gadget SDK
One Day, Three Devices: Building Physical AI with Meta's Muse Gadget SDK What happens when...
Source: DEV Community
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I'm 12. I code on a $150 phone. I built an AI mentor that doesn't eat your RAM, and I need you to break it.
Hey Dev.to community! 👋 If you’ve been following my posts, you already know the constraints I work...
Source: DEV Community
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Hyper3D Rodin Review 2026: 0.5 Credit Spent Before the Download Gate
Independent review. I ran both tools on my own accounts, free and paid, with no vendor-provided access or early access of any kind.
Source: DEV Community
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Hyper3D Rodin Review 2026: 0.5 Credit Spent, Download Blocked
Independent review: both products were tested on my own accounts \u2014 free where offered and paid where not \u2014 with no vendor-provided access.
Source: DEV Community
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Hyper3D Credits Review 2026: 0.5 UI Price, Then a Download Wall
This is an independent test. Nothing here came from vendor access: both tools were used on my own free and paid accounts.
Source: DEV Community
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Hyper3D Credits Review 2026: Half a Credit, No Gen-2.5 Download
This is an independent test. Nothing here came from vendor access: both tools were used on my own free and paid accounts.
Source: DEV Community
TutorialsOrdinary
I built a live pixel library where vibe coders sit together while their AI works
What I learned building Vibrary with Claude Code — privacy-first activity tracking, realtime presence bugs, signed auto-updates, and a canvas engine that started as one HTML file.
Source: DEV Community · Claude
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Your robot's execution horizon is not a tuning knob. It is the solution to an equation with a wall in it.
Nine 2026 papers name the amortization-vs-staleness tension in action-chunk execution horizons; none writes the objective down. Derive it and the horizon stops being task-specific — with a floor cheap inference cannot cross and a wall wher…
Source: DEV Community
TutorialsOrdinary
An AI Agent Programmed a Siemens S7-1500 Through an MCP Bridge — Here's the SCL and the Race Conditions It Caught
We gave an LLM agent an MCP server that drives TIA Portal via Openness, then asked it for a conveyor-sorting state machine in SCL. It added the CPU, validated the simulator, wrote the FB, and shipped 14 test cases — and refused three thing…
Source: DEV Community
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How to search for patents and prior art before building a product
Day 12 of 30 Days of Search. TL;DR Search by what an invention does, not just what you...
Source: DEV Community
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I was chasing the job market. One comment on DEV.to made me rethink everything 🥲
Let me ask you something. What are you supposed to learn when the CEOs of all AI companies keep...
Source: DEV Community
TutorialsOrdinary
How I Coordinate Multiple AI Agent Swarms Across Vendors Without Letting Them Collide
How I Coordinate Multiple AI Agent Swarms Across Vendors Without Letting Them...
Source: DEV Community