AI Intelligence Archive

Despite recent advances, current AI systems remain highly susceptible to domain shifts, particularly in biomedical imaging, where images are usually acquired under substantially different experimental conditions. Although recent domain ada…

Many NP-complete (NPC) problems have a polynomial-time (P) twin that differs in a single structural detail, such as 3- versus 2-colouring a graph. A model that reasons rather than recalls should notice which side of this boundary a problem…

If you let Claude Code build an app on your backend and never mention security, where does it put the...

Reinforcement Learning with Human Feedback (RLHF) has become a central paradigm for aligning Large Language Models with human values. However, the reliance on sensitive preference data necessitates rigorous differential privacy (DP) guaran…

Vision-language-action (VLA) models have shown promise in robotic manipulation, but imitation learning (IL) alone often struggles to master complex long-horizon skills. Reinforcement learning (RL) offers an effective avenue for further imp…

Perimeter triage faces a latency/semantics trade-off: signature engines are fast and format-safe but blind to unseen attacks, while generative models are semantic but slow and produce unparseable output. In late 2026 a class of commercial …

Every time I connect an application to a new LLM provider, I run into the same problem: how much...

Generative models propose crystalline materials by learning composition and geometry, but unconditional sampling gives no direct control over the space group, which constrains whether responses such as piezoelectricity are symmetry-allowed…

This is my submission for the Hacktoberfest Open-Source AI Challenge, Week 3: Slow and Steady. 🦥 I'm...

Language models make it easy to build classifiers by simply prompting a model with the sample to classify. However, their predictions are neither deterministic nor uniformly reliable across samples. How can we combine predictions from diff…

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...

Your agent works in rehearsal, but during the live demo, it takes a different path and fails the same...

An audit of the Hugging Face GPQA Diamond leaderboard: 115 unverified rows, 198 questions, and which open-model gaps survive sampling noise.

Two critical Semantic Kernel CVEs (CVSS 9.9) turned prompt injection into code execution and file writes. Tool-argument gates in Python, tested.

At 1:31 AM, the automated checklist reached its final item. Eight checks: seven passed, one was...

I counted my desktop folders last month. Forty-three. The naming scheme had evolved from "research"...

Building a 24/7 unattended AI server as a local-LLM playground, I dropped my original plan of Arch and went with NixOS. Here is why I chose declarative config and rollback, and — on a Blackwell GPU (RTX 5090), basically zero-precedent pion…

Cursor scored 0/6, Postman 1/6 and Claude 6/6 on Electron security hardening. What it means, whether Cursor is safe, and how to check any Electron app in one command.

Explore Polymarket TWAP convergence, spot-price divergence, volatility, and short-duration market...

One RTX 5090, 128 GB of RAM, and four open models from 125B to 748B parameters. Over the past weeks I...

Today, October 21, 2026, the US Office of the Comptroller of the Currency published the final rule...

Most AI agent reviews focus on the model. The interesting failures happen at the boundaries: the tool...

Originally published at three.dev. Somewhere in your company there's a line on last month's invoice...

DeepSeek has open-sourced DeepInfer, the engine behind its own production service. We put it head to...

In my last post I showed the basic loop: Claude Code writes in its own worktree, Codex reviews the...

When an agent replays a run, the model rewrites the email and the hash changes. Here's why idempotency keys must come from stable intent, never from generated content.

TL;DR On September 23, 2026, Perplexity's Secure Intelligence Institute published...

Somewhere between 200 and 2,500 employees sits the most dangerous company size in tech right...

imgtranslator.com translates the text in an image and redraws it in place: a menu, a product photo, a...

TL;DR: The best tool depends on how it isolates each pull request, and what that costs in licenses...

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Posted after...

Claude Code, Codex, Copilot, Cursor and Gemini are the five coding agents in the Q3 report. We...

I almost broke my own site's AI discoverability with a copy-paste. Last week I grabbed one of those...

My submission for the Hacktoberfest Open-Source AI Challenge: Week 3 — "Slow and Steady." 🦥 Repo:...

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady. ...

Building an internal platform is only half the job. The real return comes when developers trust it,...

Part 1 ended with a pipeline that turns HL7 v2 into FHIR R4 and runs on a laptop with make demo. This...

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady I never...

This is a submission for the Hacktoberfest 2026 Week 3 DEV Challenge: Slow and Steady "Channel...