AI Intelligence Archive

Clinical timelines support treatment-window analysis and leakage-free modeling, but discharge summaries often obscure chronology and structured EHR tables describe only part of the patient course. We present a UID-preserving framework that…

Diffusion Language Models (DLMs) offer promising parallel generation capabilities but lag behind autoregressive models in complex reasoning and tool-use tasks. While Reinforcement Learning (RL) has recently been applied to enhance DLMs, st…

Reinforcement learning (RL) has become central to post-training of large language models. Recent advances in RL for Mixture-of-Experts (MoE) models have primarily focused on improving optimization stability and training efficiency, while t…

Deep neural networks are expressive enough to contain worst-case targets that can be evaluated in polynomial time but cannot be learned in polynomial time by gradient descent. For practical tasks they nonetheless learn well, raising the qu…

Visual goal and dynamics prediction can provide language-conditioned robot policies with both a target outcome and a representation of action-dependent scene changes. We bring these predictions into action generation and selection through …

Regularization-based methods have become a standard approach for training Deep Reinforcement Learning policies against adversarial input perturbations. In this paper, we unify these methods by deriving new upper bounds on the performance g…

Efficient microservice scheduling is crucial for maintaining load balance across nodes in data centers and ensuring high quality of service. However, achieving this in practice remains challenging due to dynamic resource imbalance under fl…

Picture a solid mid-level engineer joining your team. Nobody gives them access to the issue tracker....

The MCP instructions field reaches the model before any tool call, 66% of live servers send it, and a shared cache can serve it to a caller who...

Recently, I saw a LinkedIn post discussing "MCP vs API" and felt like we needed to choose one. But I...

One Claude Code session driving a browser through chrome-devtools-mcp works fine. Open a second...

Why you don't need a separate $400/mo vector database for RAG. How to use Postgres with pgvector and HNSW indexes for sub-10ms similarity search.

A backend engineer boarded a late train with a half-finished agent run still sitting in a terminal....

TL;DR I run up to four Claude Code agents at the same time on a single repository by...

Hace unos días, tuve que hacer algo que hacía mucho tiempo no consideraba necesario en mitad de una...

Read on: the A/B test this corrects · 繁體中文版 Two weeks ago I published an A/B test: I cut 41 AI...

Fourteen parts ago, this series made a promise: build a real app with AI and hide nothing — every...

You've probably watched an AI think through a problem step by step, nod along with the logic, and...

When an agent needs help from another service, there is an architectural question to answer first:...

With MCP tool search on, which is the default, the first request of a fresh Claude Code session on...

One is a component you build. The other is how you wire many together. Confusing them costs months. Here's the architecture distinction.

Yesterday afternoon a runtime I wrote created 70 paragraphs on the same draft article. It was...

ExecCritic found that weak generated tests reduced repair success. A runnable Python example shows how to catch a test that approves the wrong fix.

Every founder knows the feeling: you share a new startup idea with friends, and they all smile and...

Here is a sentence that will break most computers. “I went to the bank.” Did you go to a...

Is that webshop legit? Most of us have pasted a URL into a reputation checker at least once. The...

Text-to-SQL looks great in a demo. Then someone ships a conversion rate that JOINs without ON, a...

WatchMe is a small macOS menu-bar app I built: it lists your running processes, you tick the ones you...

AI coding tools have made it easy to go from an idea to working code. You describe what you want,...

In discussions around AI-assisted programming with LLMs, I often see two opposing camps. And since...

Believe it or not, it's harder to be a software engineer in 2026 than it was five or ten years ago....

I deleted a working function today. It ran. It was clean. It was better written than the version in...

I ship client sites fast on a simple free-tier stack: Next.js for the app, Supabase for...

A production bug I shipped, why the obvious fix was incomplete, and what actually closes it. ...

Many All of us are coding with AI these days. There is a lot of momentum; code is being produced at...

A WordPress function documented in five words quietly deleted the non-English part of every URL my crawler analytics recorded — turning hundreds of distinct pages into a single confident-looking row.

A small TypeScript experiment comparing AgentInspect and Promptfoo for local agent trajectory checks.