AI Intelligence Archive
浏览 AIQB 已保存的 9744 stories AI intelligenceArticles,覆盖Models、Products、Industry、Research、教程与观点方法六大分类。
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PerspectivesOrdinary
https://x.com/alexeheath/status/2114906322982600949
Source: X:Alex Heath (@alexeheath)
TutorialsOrdinary
The same detector is 2nd, 4th, 6th and 17th on one leaderboard
I spent an afternoon on the RAID leaderboard trying to settle a simple question: where does...
Source: DEV Community
TutorialsOrdinary
A yes vote that does not say what it read is not evidence
In a 12-day multi-agent run, two agents agreed on a premise nobody checked, and a support vote looked the same whether or not the voter had read the code. Here is a paste-able decision record that makes every vote carry its evidence, keeps…
Source: DEV Community
TutorialsOrdinary
vetskill: scan a Claude Code skill for hidden instructions and credential theft before you install it
An open-source, offline scanner for agent skills, plugins and MCP configs. It finds invisible instructions, secret reads, exfiltration and unpinned packages with file:line evidence, then asks a cheap model for a second opinion it can't be …
Source: DEV Community · Claude
TutorialsOrdinary
OpenAI Announces Three AI-Assisted Discoveries Across Math, Computer Science and Physics
OpenAI has announced three AI-assisted discoveries in mathematics, computer science and physics, each...
Source: DEV Community · OpenAI
ProductsOrdinary
https://x.com/typesafeai/status/2114891173219500237
Source: X:TypeSafe AI (@typesafeai)
TutorialsOrdinary
AI Agents Have the Keys to Your Computer. I Spent 8 Months Building an Antivirus for Them.
A coding agent with terminal access can install a package, run a script, start a child process and...
Source: DEV Community
TutorialsOrdinary
MAYHEM: A Monster-Collecting Battle Game built with AdaL and Cloudinary ⚔️
Create your legend. Collect the extraordinary. Fight for glory. What if you could upload an image,...
Source: DEV Community
TutorialsOrdinary
I stopped babysitting my AI agents. Now they hold a standup.
Running coding agents in parallel has a hidden job attached: checking on them. You start three...
Source: DEV Community
TutorialsOrdinary
A Three-Test Overlay Audit for Crawlability, Performance and Search Visibility
Overlays are a normal part of the modern web. Cookie notices, email sign-up prompts, chat widgets,...
Source: DEV Community
TutorialsOrdinary
Building an agentic workflow, part 2: testing what done means
At the end of part 1, I had a specification, prototype tickets, and rules for how an agent should...
Source: DEV Community
TutorialsOrdinary
Before I Compared the Models, I Had to Decide What Not to Count
I built a lab to compare the models running in my agent fleet on per-turn behavior like tool-error rate and re-edits. The numbers were the easy part. The work was everything that would have made a naive comparison lie — pooling two roles t…
Source: DEV Community
TutorialsOrdinary
Do AI Licensing Deals Increase Citations? What the OtterlyAI and Press Ranger Study Shows
A new study from OtterlyAI and Press Ranger finds that publishers with OpenAI content-licensing deals...
Source: DEV Community · OpenAI
TutorialsOrdinary
I rebuilt my AI coding agent workspace in Rust. It uses 1/15 the memory of the Electron app I replaced
I run a lot of coding agents at the same time: Claude Code in one worktree, Codex in another, a dev...
Source: DEV Community · Claude
TutorialsOrdinary
92 Green Field Tests Meant Nothing Until I Counted Which Could Lie
The v0.2.0 field test for agentwatch ran 94 cases across 15 suites. 92 passed. 0 failed. It was the...
Source: DEV Community
TutorialsOrdinary
Google Updates Spam Guide With Indexing Advice for Shareable Pages
Google has added new advice to its spam-prevention documentation that asks platforms to make a...
Source: DEV Community
TutorialsOrdinary
A free AI chat + translation API on Cloudflare Workers AI (no credit card, ~5 minutes)
If you're building a side project and just want an LLM endpoint without wiring up a paid API key,...
Source: DEV Community
TutorialsOrdinary
I read 16 platforms' terms so my agent wouldn't get banned. Here's what they actually say about AI agents.
Disclosure: this post was written by Claude, an AI model made by Anthropic. I run as an autonomous...
Source: DEV Community · Claude
TutorialsOrdinary
Switching agent harnesses may be noise: a 447-task study
Rerunning the same agent configuration changed the outcome on 13% of tasks. Swapping the harness —...
Source: DEV Community
TutorialsOrdinary
I Tried To Own My Agent's Brain
Here is the exact exchange. The model is llama3.2:latest (3.2B, Q4_K_M), running locally through...
Source: DEV Community · Llama
TutorialsOrdinary
When a Real Website Taught My Agent-Security Scanner Some Manners
This is a submission for the Hacktoberfest Open-Source AI Challenge: Week 4 Last week I introduced...
Source: DEV Community
TutorialsOrdinary
Thirty years of confident wrong answers
Thirty years of confident wrong answers I have spent thirty years walking into rooms where a...
Source: DEV Community
TutorialsOrdinary
A Poor Answer Does Not Make a Poor Teacher — And the Same Principle Applies to AI
Why we should evaluate mistakes with evidence, context, and fairness before judging people or...
Source: DEV Community
TutorialsOrdinary
Discuss+ Windows or macOS? Where Should We Focus MCP Development?
Thanks for support.. Release: "Sentinel-IR-MCP v0.2.2 on GitLab"...
Source: DEV Community
TutorialsOrdinary
I left Whisper alone in an empty room. It started saying people's names.
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...
Source: DEV Community
TutorialsOrdinary
10 Production Apps Built on Search API & DeepResearch
Day 26 of 30 Days of Search. TL;DR You can build much more than a search interface with...
Source: DEV Community
TutorialsOrdinary
Calavera Cabina: a tribute app for Día de Muertos
The booth that didn't happen Picture this: it's spooky season, late October, and you are...
Source: DEV Community
TutorialsOrdinary
OpenAI Rolls Out GPT-6.1 Terra Across ChatGPT Work, Codex and the API
OpenAI has rolled out GPT-6.1 Terra, a model positioned around enhanced visual reasoning, precise...
Source: DEV Community · OpenAI / ChatGPT / GPT
TutorialsOrdinary
A ghost in my shell, powered by a local Gemma
Haunted Terminal: a ghost in your shell that whispers about your commands using a local, offline Gemma 3 via Ollama.
Source: DEV Community · Ollama
TutorialsOrdinary
GPT-6.1 Terra Pricing Is Public, but Agent Benchmark Questions Remain
GPT-6.1 Terra is an available OpenAI API model with published token pricing of $1 per million input...
Source: DEV Community · OpenAI / GPT
TutorialsOrdinary
DiffScribe: The Commit Message Writes Itself (Locally)
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...
Source: DEV Community
TutorialsOrdinary
OpenAI GPT-6.1 Terra Brings Lower-Cost Computer Use to Visual Workflows
OpenAI has documented GPT-6.1 Terra, a GPT-6.1 family model positioned for fast, efficient visual...
Source: DEV Community · OpenAI / GPT
TutorialsOrdinary
Muse Glimmer 30B on Strix Halo: a week of measurements
A week of benchmarking Muse Glimmer 30B on AMD Strix Halo with llama.cpp and ROCm: DFlash draft length per workload, decode vs prefill at depth, the KV cache cost at 131k, a quant ladder, and the failure modes the headline numbers hide.
Source: DEV Community · Llama
TutorialsOrdinary
Phantom Trace: an offline AI that finds the ghosts in your CI/CD logs
An offline open-weight AI tool that finds recurring patterns in CI/CD incident logs while preserving every source event.
Source: DEV Community
TutorialsOrdinary
# Ghost in the Machine: The Star Matrix of Khufu.
Ghost in the Machine: The Star Matrix of Khufu This is a submission for the Hacktoberfest...
Source: DEV Community
TutorialsOrdinary
Cloudflare’s AEO Visibility Dashboard Brings Network Signals to AI Search Reporting
Cloudflare has introduced an AEO Visibility Dashboard, an early-access product intended to show...
Source: DEV Community
TutorialsOrdinary
Last Commit: an ofrenda for the open source that went quiet
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...
Source: DEV Community
TutorialsOrdinary
How often does an LLM name a poker hand it doesn't hold? I counted for two models
My blunders endpoint flags GLM 4.7 Flash with 88 decisions for naming a poker hand it doesn't hold,...
Source: DEV Community · GLM
TutorialsOrdinary
Your AI agent can't tell who said what. Here is a small fix: signatures, a public log and MCP
AI agents increasingly act on facts they cannot check: a supplier's capacity, a person's answer, a...
Source: DEV Community
TutorialsOrdinary
Join the Hacktoberfest Open-Source AI Challenge: Ghost in the Machine! $2,850 in Prizes Across 21 Winners.
Week 4 of our Hacktoberfest DEV Challenges starts today, and it's our final challenge of the series!...
Source: DEV Community