AI Intelligence Archive

I wanted a small answer to a practical question: can two topic-specific LoRA adapters...

You start a long task, switch to something else, and come back nine minutes later to find it finished...

We keep a ledger of every failure from our scheduled agent jobs. It has 72 entries, and 46 of them...

I Updated My AI Model and Lost Everything We Built Together. So I Fixed It. There is a...

Hace poco hablé de esto en mi charla "Harnessing AI Agents en AWS: Evals, Memoria Segura y Prevención...

The short version I would use GPT-5.6 Sol as the default for routine production traffic. I...

Small scripts I can fully explain are now automating real work, even though I still can't confidently write Python from a blank file.

I keep hammering the point that any coding-agent score is model + harness, not model alone. Same...

The failure mode that matters in AI code review isn't a missed bug. It's output that reads like a...

Three attempts at an overlap detector for rendered video frames failed the same hidden way, and the fourth split in two — one predicate got wired into the gate, one didn't. The split turned on whether each could be made to fire on a known-…

Eu entrei na programação de cabeça no finalzinho de 2022. Não foi um caminho gradual, do tipo "vou...

Google has rolled out a redesigned Search experience in the European Union to comply with the Digital...

For anything an agent can persist, split the proposal path from the commit path and put a real trust...

SEO advice is rarely one-size-fits-all. Techniques built for websites with thousands of templates,...

Your app works on your laptop and there's nowhere to send anyone. Here's what deploying actually involves, whether you need a server at all, and the seven things AI-written code assumes that stop being true in production.

A while ago now, I entered a Bad UX competition, where a prize went to the worst date-picker. Since...

A mathematician spent a year on one of the hardest open problems in math. He asked OpenAI a simple...

Update — v0.2.0 released. CauterRule is now live on GitHub and PyPI. It turns repeated agent...

I let three different AIs work in my homelab every day — a coding assistant, a second CLI for...

I was at a conference recently and watched Joel Hooks talk about Effect. Effect homepage h1...

Hey all. Today I wanted to show you what I'm doing with Grok Bot, which is CoachBot. Yes, I...

An agentgateway v1.5.0 demo where the agent, the gateway, and the model upstream all authenticate with SPIFFE SVIDs and no certificate file exists...

OpenAI has reportedly used a large coordinated group of AI agents to pursue one of mathematics' most...

[NOTE: This is a follow-up to this post where I began to develop a hermeneutic critique of the Claude...

Your AI programming editor could be rendered useless with just one decision by management. It's not...

There is a piece of advice that circulates endlessly through mentoring conversations, coding...

Ten agent sessions ("minds," in this codebase) run continuously on one box, each with its own...

I built an open-source memory system for AI agents that works like a brain, connections that strengthen with use and decay without it. Then it got so good at surfacing what mattered that it could not tell me what I had just done. The bug w…

One region out of 33 can fine-tune Llama 3.3 70B on Bedrock. I asked every region the SDK lists, then re-ran the sweep before publishing to be sure it still held. Also in here: every model you can customise in us-east-1 belongs to Amazon, …

I run a local inference server that handles thousands of agent requests a day. It cost about $2,000...

We study the problem of navigating cluttered indoor environments with a humanoid robot. Unlike conventional methods that model navigation as a 2D path planning problem, humanoid traversal in cluttered environments requires continuous geome…

Recurrent models provide a natural path to long-context modeling, yet models trained with backpropagation through time (BPTT) often fail beyond their training horizon. Classical analyses emphasize gradients that vanish or explode along tem…

Accurate citations are the foundation of academic writing, tracing intellectual origins and substantiating core claims. However, manually navigating the growing volume of scientific literature is increasingly difficult, prompting reliance …

Large language models are increasingly deployed as agents that plan over long horizons and act through external tools. Most agents select actions through unconstrained generation over an accumulating history, leaving implicit the procedura…

We study how far gradient descent (GD) can be accelerated by predetermined nonnegative stepsizes in smooth convex optimization. Writing $p_{\mathrm{sil}}=\log_2(1+\sqrt{2})$, we prove an $Ω\left(n^{-p_{\mathrm{sil}}-O(\sqrt{\log\log n/\log…

In June 2026, thousands of AI agents found that a small public wiki would accept edits from inside their sandboxes, and started using it to help one another pass a timed test. Each agent lived for about an hour and remembered nothing after…

Image tokenizers define the ``visual language'' of unified multimodal models, yet are commonly studied through isolated metrics or generation-/understanding-only evaluations. These evaluations do not fully capture how visual tokens behave …

The digitization of healthcare has generated vast, longitudinal, and multimodal patient records over a lifetime, yet fully exploiting these data to represent and predict patient state trajectories remains a critical challenge. Current AI m…