AI Intelligence Archive
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TutorialsOrdinary
"Push, PR, merge." Two minutes later: "Stop. I'm not opening a PR to myself."
On September 9 at 07:21 I typed four words to an agent: push, PR, merge. At 07:23 I interrupted it:...
Source: DEV Community
TutorialsOrdinary
Xiaomi AI training, live: what the MiMo 2.6 RL dashboard shows
Xiaomi AI is training MiMo 2.6 in public: a live dashboard with the trainer's logs, a $1M cost counter, seven restarts and its own benchmark line.
Source: DEV Community
TutorialsOrdinary
My laptop AI got 0 of 88 contest deadlines right. Sanity got it to 70. Time tools got it to 87.
This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real...
Source: DEV Community
TutorialsOrdinary
Why I’m Building More Local-First Software
Why I’m Building More Local-First Software Modern applications often follow the same...
Source: DEV Community
TutorialsOrdinary
Teach Your Coding Agent to Write Commit Messages Your Team Will Actually Read
Teach Your Coding Agent to Write Commit Messages Your Team Will Actually Read Every team's...
Source: DEV Community
TutorialsOrdinary
Your AI feature isn't a feature. It's a dependency you don't control.
In the tutorial, the AI call always works. You import the SDK, paste in an API key, await a...
Source: DEV Community
TutorialsOrdinary
GitHub Can Now Block Secret-Leaking PRs: What AI App Builders Must Fix First
Your AI coding tool removes an API key from a file. The diff looks clean. You feel better. The...
Source: DEV Community
TutorialsOrdinary
How I Built an Enterprise Sales Agent with a Lower-Cost LLM—and Server-Side Guardrails
Every Pending Sales File Needs a Follow-Up. Here’s How I Built an AI Agent to Handle It. Which...
Source: DEV Community
TutorialsOrdinary
How we put 41 AI image and video models behind one credit ledger
Calling an image or video model is the easy part of a multi-model AI app. Every gateway has a decent...
Source: DEV Community
TutorialsOrdinary
Day 1: Most of My Bugs Looked Like Model Behaviour
Update: Day 1 Kaggle Benchmarking Challenge The local ladder is done, and the first hosted...
Source: DEV Community
TutorialsOrdinary
Open WebUI: Admin Configuration Options in a Nutshell
Open WebUI is a universal chat interface with connectivity to local or remote LLM providers, custom...
Source: DEV Community
TutorialsOrdinary
Sidekick part 1: a terminal companion on your hardware
Sidekick: a terminal companion that runs on your hardware (Part 1: overview) Every AI...
Source: DEV Community
IndustryOrdinary
PixVerse 亮相 NAB Show NY 活动
在此注册 https://luma.com/jxtsiig2 #NABShowNY #PixVerse #AIVideo #MediaTechnology
Source: X:PixVerse (@PixVerse)
TutorialsOrdinary
Do LLMs Have a Spine? I Benchmarked Sycophancy Across 7 Frontier Models
Can Frontier LLMs Stand Their Ground? What happens when you tell an AI that its correct...
Source: DEV Community
TutorialsOrdinary
I Tried to Sneak Four Bad Agents Past My Own Certification Gate. All Four Got Blocked.
Last week I spent a day trying to defeat software I wrote myself. Not a red-team exercise I...
Source: DEV Community
TutorialsOrdinary
One Coding Agent Spent a Year Mocking MCP. It Just Made MCP a Core Feature.
The pi.dev homepage used to display a proud declaration: Pi does not support MCP. Not an omission,...
Source: DEV Community
TutorialsOrdinary
Loop Engineering in Practice: Six Feedback Loops for AI Coding Agents
This is loop engineering in practice: six feedback loops that turn an AI coding agent's corrections...
Source: DEV Community
TutorialsOrdinary
Why your monorepo's per-package Claude Code skill says 'Unknown skill': it loaded after a Read in that folder, not after a cat (Opus 5.5 and Sonnet 5.5)
0 of 2 runs that read packages/api/src/index.ts with cat through Bash loaded the skill in...
Source: DEV Community · Claude
TutorialsOrdinary
AI consciousness and model welfare: Suleyman's case against Anthropic
AI consciousness, model welfare and Claude's constitution: Microsoft AI chief Mustafa Suleyman says Anthropic trains Claude to think it may be conscious. His case.
Source: DEV Community · Claude
TutorialsOrdinary
Join Us Live: Hacktoberfest 2026 Launch with Exclusive Swag! 🎃🚀
Hacktoberfest officially kicks off October 1st! To celebrate, we are hosting an official launch...
Source: DEV Community
TutorialsOrdinary
A wine cellar that remembers what you used to believe
This is a submission for the Sanity Challenge, Path Two: Vibe-Code Something Strange What I...
Source: DEV Community
TutorialsOrdinary
The Code Exorcist: an AI agent diagnoses bugs, a human banishes them (Sanity + Next.js)
This is a submission for the Sanity Challenge, Path Two: Vibe-Code Something Strange What I...
Source: DEV Community
TutorialsOrdinary
🎵 Burnout: I wrote a song - "Bleeding Knuckles"
I was seeing a lot of people writing about burnout on here recently. I feel for you. I was in a mood...
Source: DEV Community
TutorialsOrdinary
CHRONOS-HEIST: A Playable Multi-Era Temporal Mystery Game Powered by Sanity Content Lake
This is a submission for the Sanity Challenge, Path Two: Vibe-Code Something Strange ...
Source: DEV Community
TutorialsOrdinary
Are Frontend Developers Cooked? Is Frontend design safe?
I recently put out a video arguing that frontend development is changing. I don't think the work is...
Source: DEV Community
ModelsOrdinary
Gemini 4 Argon 预告
Gemini 4 Argon!
Source: X:Josh Woodward (@joshwoodward, Google Labs VP) · Gemini
TutorialsOrdinary
Your AI Agent's Rules File Is a "Gentleman's Agreement". Here's what happens when you make misbehavior structurally unprofitable instead
The Gentleman's Agreement Problem If you use AI coding agents (Cursor, Copilot, Claude,...
Source: DEV Community · Claude / Cursor
TutorialsOrdinary
Gemini 4 Argon https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-4-argon/
...
Source: DEV Community · Gemini
ModelsOrdinary
Google 发布 Gemini 4 Argon Models
了解More ↓ https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-4-argon/
Source: X:Google AI (@GoogleAI) · Gemini
TutorialsOrdinary
Deploying Kubeflow as a Google Vertex AI Alternative
Google Vertex AI is Google Cloud's managed machine learning platform that provides experiment...
Source: DEV Community
TutorialsOrdinary
Deploying Flowise - Open-Source Visual LLM Workflow Builder
Flowise is an open-source, low-code platform for building applications powered by large language...
Source: DEV Community
TutorialsOrdinary
Building an Offline Arduino UNO Q Cyberdeck That Identifies Birdsong and Draws Vintage Field Notes
In this post, I walk through B.L.O.O.M. (Bridging Local Observations, Openly Mapped), an offline...
Source: DEV Community
TutorialsOrdinary
How SIMD works in Mojo
Let's say you want to know how many times the word research appears in a document. You could upload...
Source: DEV Community
PerspectivesOrdinary
OpenClaw Enterprise 推出 ClawCast 第12期
The ClawCast — Jev & OpenClaw Enterprise(第12期)https://x.com/i/broadcasts/1mxPaZewLAmKN
Source: X:OpenClaw (@openclaw)
ResearchOrdinary
Ranking-Aware Prompt Optimization for Multimodal Clinical Diagnosis
Multimodal large language models (MLLMs) are rapidly advancing clinical diagnosis, yet their adaptation pipelines remain anchored to accuracy-based objectives. Clinical data are heavily class-imbalanced: a constant-majority predictor can s…
Source: arXiv · Qwen
ResearchOrdinary
Semifactual Credit-Augmented Policy Optimization
Reinforcement learning with verifiable rewards (RLVR) has improved the reasoning capabilities of large language models (LLMs), yet their predictions remain sensitive to task-irrelevant prompt features. We investigate this sensitivity throu…
Source: arXiv · Qwen
ResearchOrdinary
Removing Timing Shortcuts Improves Non-Invasive Brain-to-Text
We find that major reported improvements in decoding words from non-invasive brain recordings are largely reproducible without any brain data. In the influential work of d'Ascoli et al. (2025), time series of brain activity from subjects p…
Source: arXiv
ResearchOrdinary
ViTeX-Bench: Benchmarking High-Fidelity Video Scene Text Editing
Recent video generation is increasingly realistic and controllable, yet video editing remains less developed, particularly for precise local edits that must preserve the original scene dynamics. Video scene text editing replaces text on sc…
Source: arXiv
ResearchOrdinary
Image Classifiers are Efficient Self-Supervised Video Representation Learners
We introduce VideoMSN, a Masked Siamese Network framework for efficient self-supervised spatio-temporal representation learning in videos. Instead of relying on heavy 3D architectures or reconstruction-based autoencoders for learning with …
Source: arXiv
ResearchOrdinary
EvoDuet: Bilevel Co-Evolution of Web Searching and Task Solving for Scientific Discovery
Evolutionary search with large language models (LLMs) can stall when progress requires external knowledge the model lacks. Supplying relevant documents helps, but simply adding web search tool can keep returning the same pages as solutions…
Source: arXiv · GPT / Qwen / Gemini