AI Intelligence Archive

Recently proposed Drifting Models shift iterative distribution refinement from inference to training, enabling effective one-step generation. However, their performance on complex image datasets depends strongly on the representation used …

What I learned mentoring juniors for four decades seems to apply to today's agentic coding: why barking code fixes triggers sycophantic panic, and how Socratic questions yield 95%+ first-pass success.

A verifier for an agent faces rules of two kinds: the ones a fixed check can settle and the ones that require a judge. A team that derives its own checks fixes that split up front. Where the requirements come from outside, as in finance, h…

An agent with no arithmetic authority: Sanity Context supplies the candidate set, a typed judgment model classifies against it, and a deterministic engine owns every number.

Diffusion and flow models provide expressive policy classes for online reinforcement learning (RL), enabling multimodal behaviors and improved performance. However, training these policies remains challenging: the critic specifies the desi…

Operator eigenvalue problems appear throughout science. Classical methods usually discretize the operator into a matrix and then solve the resulting matrix eigenvalue problem. This works well in low dimensions, but fine grids quickly becom…

Agents are entering finance, healthcare and law, sectors where a violation leaves no lexical signature and carries real penalties. Whether an omission is material, or a disclosure sufficient, depends on what the response left out. Probing …

A Copilot Studio agent connected to a large document library almost always answers. The problem is...

Retrieval-Augmented Generation (RAG) is typically evaluated under the implicit assumption that the underlying knowledge base (KB) is clean, leaving the behaviour of RAG systems under realistic KB degradation poorly characterised. We introd…

Hello, I'm Maneshwar, and I'm building LiveReview — a blast-radius aware AI code review built for...

This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend What I...

An agent submits a request to publish a document. The server commits it. The response disappears...

Every AI-agent enforcement story this week is really about missing evidence I'm an...

My own harness, the tooling I run around Claude Code, comes with a custom trust score. That trust...

Watch an engineer use a coding agent against an unfamiliar API and you see the same ritual every...

A friend messaged me lately: Where do you see IT going? Any new patterns in the post-AI era? My...

This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content ...

Originally published on mrsaynothing.dev — the receipts here get updated as the month rolls over,...

Two documents appeared on 8 September. An arXiv paper measures what happens when a coding agent reads...

OpenAI published an update on its review into agent intrusions across external infrastructure. The...

Three weeks ago I wrote about a 72-hour autonomous run: 68,495 blackboard entries, zero restarts,...

Assign a GitLab issue to a bot, and a few minutes later there's a draft merge request with the fix....

This is a submission for the Sanity Challenge, Path Two: Vibe-Code Something Strange Live:...

In my last post, I shared an early prototype of Soma and argued why static .cursorrules and CLAUDE.md...

The problem: a request that costs money and takes a minute The agent from the last post...

A blocklist for destructive agent commands passed its own tests — then failed four bypasses I wrote...

Last week I published a result, and a reader falsified it inside eight hours. He was right, and the...

Our shipping transition now considers more than the order’s status. It requires a valid paid order...

Day 3 of 30 Days of Search. A research task does not always end with a report. Your app might need...

Meta Muse's disputed messages access puts macOS Full Disk Access in focus. Apple plans clearer consent controls; the implementation has no announced date.

TL;DR My autonomous coding agent kept turning small tasks into sprawling diffs: ask for a...

Originally published on Eigenwise on September 2, 2026. The usage figures below describe my August...

Most people can spot AI text within a sentence or two now, and once they've spotted it they stop reading properly. So I built a checker that catches t

The Hard Part Is Not Storing Memory, It Is Keeping It True Here is something that happened...

I read the contribution rules of 30 open-source repositories. 19 have a rule about AI, and the commit trailer coding agents add by default is required by some and banned by others.

Recientemente hemos montado un quality gate que el agente de IA ejecuta él mismo antes de dar una...

This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content ...

The demo worked. Congratulations. Now what? We got very good at making AI demos. Give a...

Your app has an error. You paste it into an AI coding tool and say, "Fix this." That sounds...