AI Intelligence Archive

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

Should Agentic AI be in complete control of my codebase?

TL;DR I had a ~180k-line Python service with 37 circular import chains, held together by...

This week the agent broke nothing. I broke three things, and it spent the week politely proving...

ou have a local project that a coding agent needs to work on, and the same Mac also holds the AWS...

https://github.com/humanlayer/fold

APIs have always been an important part of software development. But in 2026, they are becoming even...

The 2026 standard deduction for a single filer is $16,100. I asked 63 models what it was. Asked from...

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

A complete guide to teaching AI security on student laptops with zero API costs using Docker, Ollama,...

Open RL environments are great for research. They also open another route for benchmark overlap. Here...

I'm a Texas real estate agent (eXp Realty). I spend my mornings doing desk work that has to be...

Published: 2026-10-03 Table of contents What a local LLM actually is Why run a model on...

Stop being the copy-paste middleman between DevTools and Claude Code. The official Chrome DevTools MCP lets the agent read console errors, network req

IRL Quest 🌿 AI that gives you a reason to put your phone down. Built for the Hacktoberfest...

I once watched a group chat of eleven agents spend forty minutes debating whether a research summary...

YOU got it right. We migrated 70,000 tests (reads: 70 thousand) from Jest to Vitest. The logical...

200 real URLs, one vanilla agent, zero challenge solving — 82.5% readable, 72 hosts blocking every AI crawler, zero x402 yet, and one site running a declared paywall with the gate up.

15 subagents, one producer, and the rules I had to write after things went wrong.

Originally published at cchinchilla.dev. Part 6 of From code to weights, a 12-part series on ML...

The EU AI Act will introduce new transparency duties for businesses that provide or deploy certain AI...

(and the bug that froze our masks — a regression story about wiring performance switches to product...

In December 2025 I shipped a small CLI called Context Bank. The idea was simple and, I still think,...

If you think AI cybersecurity is currently being handled by smart people with everything under...

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

Day 8 of 30 Days of Search. A company can report strong growth and still disclose risks that...

Building SortSense: A Local AI File Organizer Built in a Single Hack Day hacktoberfest...

Memory-augmented mobile GUI agents store successful execution trajectories and reuse them in later tasks, but a stored trajectory rarely matches a new task exactly. The new task may use different parameters, share only some of its steps wi…

Self-blended images are widely used to train face-swap detectors, but primarily capture blending artifacts. We investigate whether adding illumination inconsistencies improves detection. Temporal Self-Blended Images (T-SBI) transfer lighti…

Complete orthogonal predictive coordinates do not by themselves bind a latent direction to a named intervention. We present a mathematical and synthetic audit motivated by vascular device-vessel suitcordance. Capacity-matched least-squares…

Unsupervised learning is one of the main branches of machine learning. Here I argue that unlike the other branches of machine learning (supervised and reinforcement learning), unsupervised learning is a rather heterogenous field that can s…

Puzzles are widely used to evaluate the reasoning capabilities of artificial intelligence (AI) systems for sequential decision making, yet approaches originating from different paradigms are rarely compared under unified conditions. To add…

This study addresses the problem of structured sentiment analysis, whose goal is to obtain a fine-grained sentiment graph where the nodes represent spans of sentiment holders, targets, and expressions, while the arcs define the relationshi…

Existing reaction models primarily learn molecular transformations, whereas enzy- matic reactions depend jointly on molecular structure and catalytic function. We formulate this problem as learning an enzymatic reaction space linking react…

Foundation models supply reinforcement learning (RL) with priors that mitigate its longstanding weaknesses in sample efficiency and transfer, but their token-by-token generation makes queries sequential and costly. Jev, a recently released…

In the graph model for conflict resolution (GMCR), a decision maker (DM) either moves the conflict to another state or does nothing. The basic definitions leave inaction implicit, so every action that leaves the state unchanged is treated …

Image-to-3D generation has become increasingly capable of producing objects that closely resemble the input image, and an outstanding challenge is to reproduce the depicted object itself, including the specific geometry that defines it. In…

I built an MCP server that lets you click a layer on your running web page or Android app, drag it, and hand the exact element to Claude Code, Cursor or Codex.

Fusing a learned camera-noise fingerprint with an RGB appearance backbone is an appealing route to generator-independent deepfake detection, because the noise residual is grounded in image-formation physics rather than in the texture stati…

Verifier scores now serve as both benchmark metrics and training rewards for large language model (LLM) agents, and a change in score is routinely read as a change in capability. It may instead reflect a change in the evaluation. We introd…