AI Intelligence Archive

Multimodal LLMs can fail to read text embedded in an image's coarse structure (text a human recovers by squinting) and report that no text is present. We name this class Squint Text and study it as a recognition deficiency, motivated by ca…

A 2026 empirical study found that the reusable "skills" we plug into AI agents leak credentials at scale, usually during ordinary use, with no exploit…

AI systems are making rapid progress in mathematics, but this progress is hard to measure. Benchmarks of solved problems saturate, and in benchmarks of open problems each problem can be resolved for the first time only once. We present Squ…

Cyber-Physical Systems are developed through multiple model based activities, comprising several stages of development. As the development progresses through simulation, experimentation, and operation, observations of system execution may …

Large language models (LLMs) have taken the world by storm. Their ability to communicate with us in our own language, and to reason about our world, has made them a favorite tool for writing, answering questions, and much more. Their answe…

On September 4 I started a ComfyUI custom node: a canvas with layers and selection tools, so I could...

Speech recognition on low-cost microcontrollers is, in practice, limited to keyword spotting or a fixed list of commands. We present Oído, an inference engine that runs open-vocabulary English speech recognition entirely on an ESP32-S3 (24…

There is a bug in these six lines. Find it before you scroll. `def get_discount(price, user): ...

Compression schemes provide a general framework for deriving data-dependent risk bounds for learning algorithms. For learning rules based on preferent compression, existing results upper-bound the risk in terms of a sample-dependent comple…

Have you ever wanted to upload your college notes and simply ask an AI, “Explain Unit 3” or “What is...

Recent accent classification systems can achieve high accuracy in standard in-corpus evaluations. However, when speakers overlap between the training and test sets, such results may overestimate model robustness compared with real-world de…

Collective Autonomous Vehicle (AV) route choices in real-world traffic networks can create externalities for Human-Driven Vehicles (HDVs), as routes that benefit AVs may increase travel times for other road users. To address this, we intro…

Reinforcement learning (RL) has emerged as a key paradigm for improving large language model (LLM) agents, enabling stronger reasoning, planning, and tool-use in interactive environments. However, existing agent RL methods remain fundament…

I built an MCP server so AI agents can find and query our company data. Most of my time did not go...

If you run an LLM-backed endpoint (a support bot, a docs assistant, a "chat with your data" feature),...

At a glance Problem: Let a coding agent run, tap through and profile a React Native app by...

I'm Alina, Head of Web Applications at EXANTE. I'm responsible for the technical strategy of our web...

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

Three AI API changes from the last two weeks that quietly break shipped code: Claude Haiku 5.5 migration 400s, Managed Agents web_fetch gating, and the GPT-6 plan split.

How I built memory for my desktop AI companion: every memory must quote the...

The last piece ended with a correction. On the HTTP path of aine-control-plane, the field I had...

Building an AI technical interviewer presents a unique physics problem. When a human engineer pauses...

Build an admin table of your blogs, then turn each post into Instagram carousels using Google Nano Banana images via OpenRouter, AI HTML slides, or an AI React code generator.

Build an open-source, OTel-compliant LLM reverse proxy to capture micro-cent token costs and trace inference to Tempo, ClickHouse, or Jaeger

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

Send the enemy beautiful women to cause discord within his camp. — The 36 Stratagems, The Beauty...

docker-agent comes preinstalled with Docker Desktop 4.63 — declarative YAML agents, MCP toolsets, and a VM sandbox with default-deny egress you have to opt into. A source read.

Someone here (@soumyadeepdey) ran 15 models against a target that was secretly a real company. As the...

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass ...

This is a submission for the Kaggle Benchmarking Challenge GPT-5.4 mini got a perfect 1.00 on my...

K3s loses to Docker Compose on a 1GB VPS, and Podman with Quadlet beats both. Rootless, systemd-native, near-zero idle memory. Numbers, not vibes.

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

Keeping requests to a service under some rate always seemed simple to me, and the whole problem a...

A typical SEO audit export is a spreadsheet with a few hundred rows: "Missing canonical (18 pages),"...

When someone asks me why ChatGPT or Perplexity never mentions their site, the cause is usually...

I haven't written here in a while. Not because I ran out of opinions. That would be concerning. I...

Your AI coding assistant keeps using pageSize instead of limit and data.items instead of data.records because it guesses from pasted docs. Give it a local OpenAPI spec it can query over MCP, then verify multi-step scenarios against real re…

Imagine a form that a company uses to collect requests. AI helps suggest the right department from...

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass ...

The llms.txt file was supposed to be the bridge between your website and AI search engines. A...