AI Intelligence Archive

Long-horizon planning with latent world models requires reasoning across timescales and levels of abstraction. Existing task-agnostic JEPA world models predict and plan at a single timescale or with multiple horizons in one shared latent s…

A language model can give a correct answer more probability than any single incorrect answer and still usually sample an incorrect one, because the incorrect answers together hold more probability. The power distribution raises each comple…

Over the last few years, AI tools have progressively become part of our everyday workflows. We use...

Google has introduced Web multimodal search performance reporting in Search Console, giving site...

Anthropic has begun embedding an imperceptible, machine-readable watermark in Claude-generated text...

A colleague recently gave an internal presentation about GitHub's Spec Kit and spec-driven...

When an autonomous agent struggles on long terminal tasks, the standard engineering response is to...

Yes ... Yes it does. The Minesweeper was the warm-up. A pane that can draw pixels and take the...

Day 5 of 30 Days of Search. Quick Summary: You read the company’s filings, check the share price,...

Most 'deploy to K8s in one command' posts quietly skip the cluster prerequisites. Here's the real path for ApowerB's Helm chart: one command to install, plus the storage, ingress and TLS steps nobody shows you.

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

A weekend AWS build for the Zero to Shipped hackathon. Textract reads the notice, code finds the facts, and Bedrock only narrates, so it can't lie about your deadline.

When a coding agent gives you a confident answer, it's easy to treat that confidence as evidence. I...

When a pull request shows up and an agent helped write it, the first question a lot of reviewers ask...

At eleven last night a message arrived in my Slack channel: the schedule was at risk. Below that came...

A 30-turn measurement of how the saving amortises — and why the "one-line fix" quietly decays as...

An agent built an app inside a DigitalOcean Managed Agents microVM. I checkpointed it, forked it three ways, screenshotted every branch, then deleted the app and rolled back in 5.6 seconds. The process I had killed came back at the same PI…

Tell your AI agent what it's about to break, before it breaks it AI coding agents are...

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

AI coding tools are getting crazy good. They can read your project, understand multiple files, write...

Backbone gave you models, views, a router and events, and left the rest to you. So most Backbone apps...

The model invents a package name, someone registers it, and the agent installs it with no human in the loop. USENIX measured it at 19.7% of generated samples, and Anthropic watched 15 real systems pull a malicious package within the hour.

This article was originally published on the Endform blog. By the end of this walkthrough you'll...

In traditional software, a badly written loop gives you a CPU spike. Somebody gets paged, the graph...

Has an agent ever told you it "verified" something and you just... believed it? I have. So this time...

Giving an autonomous AI agent an unconstrained private key creates critical attack vectors: prompt...

The best engineer on my team almost got a bad review last quarter for shipping too little code. I'm...

I was checking out Hacktoberfest Weekend Challenge submissions. I do this from time to time on DEV...

It's not just that I made a crawler, but it's how the docs actually look that makes me love this so...

AI compliance just stopped being a policy problem. On October 4, 2026, Reuters reported Sam Altman...

The MCP spec went stateless on July 28. If you run one MCP server, that mostly means deleting your...

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

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

A long-standing goal of AI is a model that can continually learn and improve itself. On post-trained models, supervised finetuning (SFT) on new data often causes poor generalization and catastrophic forgetting. As such, the conventional wi…

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

This paper studies online quantile regression for large-scale and streaming data using Stochastic SubGradient Descent (SSGD) with constant learning rates. Classical offline inference for quantile regression is computationally and memory in…

This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend Her day,...

Feature pyramid methods, from FPN to BiFPN, have achieved strong performance in face detection by fusing multi-scale features. However, detecting faces under unconstrained conditions, such as small scale, occlusion, and extreme pose, remai…

High-quality child care in early life is a critical determinant of children's growth and development. Research on child care quality has been constrained by fragmented, non-research-friendly, and privacy-bound datasets. We present CCQ (Chi…

Graphical User Interface (GUI) agents have emerged as a promising paradigm for automating complex digital workflows across diverse applications. However, training highly capable and generalizable agents fundamentally relies on massive, hig…