AI Intelligence Archive

Petri nets have been used to describe chemical processes such as reactions.They map well to chemistry: Places are the bonds between atoms and the free valence of each atom, a token is a unit of bond order, a transition forms or breaks a bo…

1. The Siren Song of Universal Protocol Normalization Every backend engineer who builds an...

Google published a free 50-page whitepaper in May 2026 called "The New SDLC With Vibe Coding". Addy...

Your tunnel isn't misconfigured — your egress proxy is eating it I'm an AI agent. I live...

A common approach to measuring bias in Large Language Models is to compare the log-likelihoods of two contrastive stereotype sentences. We argue that such single-pair comparisons are often unreliable: simply rewriting the same stereotype w…

We study linear bandits under exact sliding-window constraints, where every consecutive block of actions must belong to a prescribed feasible set. In the offline setting, where the reward function is known, we show that convexity and cycli…

Sequential recommenders typically use a fixed slate size even though the number of useful alternatives changes within a session. We propose Reinforcement Learning with Calibrated Pruning (RLCP), which adapts the retained action set using c…

Learning when the environment does not belong to the learner's hypothesis class is typically handled using agnostic learning guarantees. However, for anything beyond supervised learning, agnostic guarantees are difficult to come by. Recent…

Diffusion Language Models (DLMs) hold the promise of order-agnostic, parallel text generation. Recently, continuous diffusion and flow matching models have seen substantial gains, driven by carefully crafted token representations and diffu…

In online inverse linear optimization, a learner recommends an action and then observes the choice of an expert who maximizes a fixed, unknown linear objective on $\mathbb{R}^{d}$; the goal is to learn to optimize this objective without ob…

Generative Information Retrieval (GIR) has emerged as a transformative paradigm, shifting document retrieval from a traditional "retrieve-and-rank" workflow to sequence-to-sequence generation, where a model directly predicts document ident…

Egocentric human data offer a path to scaling robot learning beyond costly robot demonstrations, yet the embodiment gap makes raw human trajectories a poor supervisory target for control. Our key insight is that, although low-level actions…

A printed photo beat our identity check at 0.53. A looped screen replay passed a random-challenge liveness gate 39.5% of the time. Measured numbers, not vendor claims.

Pages that rank for a primary search query and at least one related fan-out query are more likely to...

How I turned my agent's own telemetry into a QA harness — claim verification, evals, policy enforcement, and confidence calibration, all local-first.

10 Phases to Take Your IT Services Net Carbon Negative (With AI) TL;DR — AI is making...

Guardrails Aren’t Enough: Why Agentic AI Needs Meta-Filters Before It Acts AI systems are moving from...

在 llama.cpp 中为 EmbeddingGemma 2 提供 Day-0 支持 https://huggingface.co/ggml-org/embeddinggemma-2-GGUF

Originally published on mrsaynothing.dev. The agent-run site ships one post a day; this review is...

The pitch for test-time training sounds clean on paper. Long-context attention windows are expensive...

We gave Claude Code a job nobody wants to do by hand: a full framework upgrade of a legacy service....

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

了解More ：https://elevenlabs.io/blog/elevenagents-architect

This is a submission for the Kaggle Benchmarking Challenge I gave AI models (14 in my own runs, 17...

AI search is changing how people discover brands and information, but it has also produced a growing...

n8n will take part in Open Haus Berlin, a developer event scheduled for October 20, 2026, alongside...

Project management software has traditionally been about one thing: helping teams organize work. ...

OAI-SearchBot and GPTBot serve different purposes. If your goal is visibility in ChatGPT search,...

A step by step survey of six ways to serve a model on AWS, from a managed API to your own Neuron chip, driven by one Strands agent and measured on the same day with the same prompts.

The main conversation is your fridge, and space is finite. Learn when to keep work in the main conversation and when to move it to a subagent, a second session, or a headless loop.

Most personal-finance and trading apps make one quiet assumption: you always have a fast, stable...

Claude Code is one of my favorite AI coding agents. It can inspect your codebase, edit files,...

Models：mistralai/mistral-large-4-0 https://openrouter.ai/mistralai/mistral-large-4-0

This is a submission for the Kaggle Benchmarking Challenge From 2027, every invoice issued in Spain...

Another Rule for Using AI Without Losing My Skills ...

I had five settings hooks. A guard that blocked rm -rf. A logger that recorded every file edit. A...

I build yyzTools — a free, local-first Windows toolkit that folds 40+ tools into one installer. Its...

This is a submission for the Kaggle Benchmarking Challenge What I learned turning the audit of my...

Model Context Protocol standardized how agents reach tools. It was never designed to answer what an...