AI Intelligence Archive

Skills let language agents reuse experience across tasks as natural-language documents. Recent work evolves skills from interaction, but existing methods have limitations when skills evolve online. Prior methods update a skill offline from…

I built an autonomous scientific discovery engine called RUMI. I let it run for up to 21 hours per...

If you use a terminal coding agent on more than one project, you probably know my old routine. A...

An AI application can produce a clear, confident response after sending a request to the wrong...

Multivariate time series anomaly detection (MTSAD) relies on modeling both temporal dynamics and inter-sensor dependencies to identify complex system faults. Although graph-based detectors explicitly model sensor topologies, they train tas…

Every holiday season we sit in the same queue and wonder if we picked the wrong day. So I made Home Assistant watch public traffic cams and let an LLM score what it sees.

Chain-of-Thought (CoT) reasoning substantially improves Large Language Models (LLMs), yet its out-of-distribution (OOD) generalization mechanism remains theoretically underexplored. We study CoT as compositional OOD generalization: the tar…

There's a draft spec going around for giving AI agents real undo — not a confirmation dialog before...

We show that a hardwired distributed processing unit (HDPU) can take a neural decision at the sensor and so remove the inference from the host. Built for zebra-crossing detection on a low-cost Artix-7 FPGA, the unit decides on every camera…

Active embodied question answering requires agents to acquire evidence through viewpoint changes and physical interaction. The central challenge is to avoid undirected interaction: taking plausible actions without specifying what evidence …

Reliable channel estimation and symbol detection in 5G New Radio (NR), as well as emerging 6G radio systems, rely on demodulation reference signals (DMRS). The density and placement of these pilots on the orthogonal frequency-division mult…

Partially interpretable models extend simple interpretable models with the option to defer complicated inputs to an accurate but uninterpretable black-box model. By deferring more inputs, the model gets more accurate; by deferring fewer, i…

Target-conditioned diffusion drafters predict candidate tokens in parallel, yet each new block must wait for updated target-model hidden states. This forces drafting and verification to run sequentially, limiting speedup even though each b…

I'm not an engineer. I come from the sales world. But between June 18 and July 16, I pushed 172...

I maintain Claude Monitor, an open-source browser extension that shows claude.ai's usage limits: the...

Brains and large language models need not be considered equivalent systems to reveal an interpretable commonality: both exhibit high-dimensional, nonlinear dynamics whose behavior can only be modeled imperfectly. This creates a shared chal…

Most AI leaderboards ask whether the model got it right. I wanted to know something else: when it's...

There's a good argument going around right now that an agent's log tells you what it did but keeps no...

Batch inference costs 50% less than real-time inference at Anthropic, OpenAI and Google, in exchange...

I'm a cybersecurity student, and I wanted to see how well an AI agent could help with the first,...

LLM inference digest (Oct 28–Nov 4, 2026): elastic KV-cache offloading, MoE-tuned speculative decoding, and day-0 serving for Mistral Large 4.

Mitigating WebSocket Retry Storms: Preventing Server-Side Thread and Event-Loop...

Hi DEV, I use several AI agents on cheaper subscriptions, switching to conserve usage limits and...

A voice agent that works perfectly in your browser can fall apart the moment someone calls it from a...

I migrated our whole setup off a pile of tools onto one app a couple of months ago. For the first...

Over the past two months, our five-person team at Foodmartex has built catalogue-grounded AI...

In every part of this series, one thing kept showing up: the notebook. In Part 1 it grew by 72 KB...

MIT CSAIL's weight-space programming: GPT-6 Astra edited 0.016% of Qwen3.5-0.8B's weights with no gradients and lifted MATH-500 from 7.9% to 48.1%. How it works.

You made a Malfoid (Female Malfoy / Fem Draco) portrait, posted it, and a week later a picture that...

On LlamaIndex ExtractBench (370 documents, 4,869 pages), my open-source harness KYNEX scores 92.97...

@allenheltondev published a post yesterday called What the heck do I alert on anymore?. He runs an AI...

How I built a free pipeline that runs on my MacBook: it films the real app, narrates in a clone of my...

On 2 November 2026, DeepSeek's Harness team announced Creator Mode for DeepSeek Harness, its...

In permission-aware RAG, filtering documents after retrieval is a data leak; the access-control predicate belongs inside the retrieval query itself.

AI coding agents read your AGENTS.md or CLAUDE.md on every request. Those files rot like any other...

This week's tooling news is a mix of quiet performance work and forced decisions. Raycast isolated...

Installing an agent skill is an act of trust. A pack — a SKILL.md plus whatever scripts and...

TL;DR: I built a free, open-source SSMS 21 & 22 extension that plugs a locally-hosted 7B model...

ChessMaster transforms raw game data into actionable coaching insights. Chess.com and Lichess show...

Starting from the smallest agent that runs and ending in the source where the loop turns out to be a recursion.