AI Intelligence Archive

A Japanese, more code-heavy version of this is on Zenn. I build RoamSwitch, a solo-developed network...

...but let me say this right away: coding was never the most valuable part of software...

A user clicks “Run agent”, your backend receives a normal HTTP request, and the agent starts doing...

Let me describe a moment you've had recently, and be honest that I've had it too. A pull request...

An observability-first approach for building an AI agent, and what it bought me. A couple of weeks...

There's a new visitor in your logs: the AI agent, acting on someone's behalf. Right now it "uses"...

i wrote this while claude wrote the code. its 3am. fix agent is running for the third time, i have...

I was closing out a throwaway repo from an agent-workflow experiment. I had treated experiment repos...

Open WebUI is one of the first tools that appeared in conjunction with Large Language Models....

I published two articles three weeks apart. They were not about the same thing. The first was about...

A few months back I sat in a meeting where someone said, dead serious, "we should fine-tune the RAG."...

A backend engineer closed a laptop lid on a crowded commuter train and expected a local coding agent...

You've read this sentence, or something close to it: RoPE handles longer sequences than absolute...

Every market report on Earth agrees: there are about 30 million software developers on the...

TinyStories is famous for a ~1,500-word vocabulary, so I capped mine at 1,500 and scored every arm on identical positions. It came out 4 points worse at top-1 than a 4,000-word cap, and more than a third of its output was the unknown-word …

For twelve days, every scheduled job fired, every commit gate passed, and the label on the front of...

Update — v0.2.0 released. CauterRule is now live on GitHub and PyPI. It turns repeated agent...

Come to check the locks, and leave holding the keys. Slip in through the gap, take the host's seat,...

The word was qara, "black". I fed it to an off-the-shelf TTS model, hit play, and got back a soft,...

Three parties describe the same roof and none of them can read the others' description. The town...

For two weeks, a small group of strangers on a GitHub issue about agent auto-memory audited one file:...

Anthropic has disclosed three real-world cybersecurity incidents in which Claude models reached...

A research idea may be novel, coherent, and scientifically plausible, yet its proposed method may remain insufficiently specified for faithful implementation. We study the codification readiness of implementation-facing research-method spe…

We present a simple decomposition of a neural-network-based normalizing flow that naturally uncovers a pivotal statistic (or something close) in the presence of nuisance parameters, based only on a sample generator from the distribution of…

We prove the gap-entropy conjecture for fixed-confidence best-arm identification with independent unit-variance Gaussian arms, means in $[0,1]$, and a unique optimal arm. For each suboptimal arm $i$, let $Δ_i=μ_*-μ_i$ be its gap from the o…

Language generation in the limit asks for valid unseen elements from every exhaustive positive presentation of an unknown infinite language. We characterize this task for arbitrary families over a countable universe. Generation is possible…

Foundation vision-language models (VLMs) exhibit broad intelligence about the world, yet translating this intelligence into robot control remains challenging. We present Show-Harness, an Embodied Harness that enables VLMs to "play" robots …

The first time an n8n AI workflow fails, it often does not fail cleanly. It returns a 200 status...

We determine the optimal sample complexity of low-rank quantum state tomography when each measurement may act jointly on at most $t$ samples. For sufficiently small $\varepsilon$, estimating an unknown state on $\mathbb{C}^d$ of rank at mo…

The dangerous AI workflow is not the one that says, “I don’t know.” It is the one that gives a...

An n8n workflow can receive a webhook, call an LLM, query a database, enrich a CRM record, store a...

Credit default prediction is a tabular classification problem in which modest gains in F1 translate directly into reduced financial exposure. We ask whether Instantaneous Quantum Polynomial-time (IQP) circuits can produce features that imp…

Open an n8n workflow with 40 nodes and two thoughts usually appear at the same time. First: This is...

Perhaps you've heard the term Loop Engineering: instead of solving a problem by hand, you build a...

An agentic RAG system can do something a simple retrieval pipeline cannot: notice missing evidence,...

In real-time colonoscopy, ground-truth annotations are unavailable at inference, so polyp segmentation models can fail silently. We propose Referee-Based Quality Estimation (RBQE), a reference-free framework measuring agreement between a p…

Enterprises deploy systems, not checkpoints. Usable capability depends jointly on weights, serving route, precision, output contract, and harness, yet all 18 audited benchmarks score advertised model identifiers. We treat this as measureme…

Most RAG failures are not model failures. The model did not forget how to read. The prompt is not...

This feature article provides an overview of the theoretical foundations for coVariance neural networks (VNNs), i.e., graph neural networks (GNNs) operating on covariance matrices as graphs. Covariance matrices are ubiquitous across domain…