Abstract Objective

Everything here exists to get you to your goals faster.

Open AIsle

Tools

No file limits. No daily caps. No sign-up.

Every tool runs entirely inside your browser, so there is no server to pay for — which is exactly why there is nothing to ration. Your files never leave the machine you are sitting at.

live · no upload · no limits

Background Remover

Cut the background out of a portrait at full resolution, free and uncapped — the neural network runs in your browser, so the photo never leaves it.

Open the tool → live · no upload · no limits

EXIF & Metadata Remover

See what your photos are quietly carrying — GPS, camera, serial numbers — and strip it without touching a pixel.

Open the tool →
All tools →

Knowledge

Short reading, with the numbers behind it.

Every entry is a claim of at most 256 characters — published only with its measured numbers and dated sources attached. No claim without proof.

2026-09-10 · ai · fundamentals

How AI works: an LLM is a next-word guesser at giant scale

An LLM is a next-word guesser at giant scale: text becomes numbers, flows through billions of learned weights, and out comes a probability for every possible next token. All it "knows" was pressed into those weights by predicting trillions of words.

evidence: 3 numbers · 4 sources →
2026-09-06 · tools · economics

Why tools that never upload can stay free

Web tools that compute in your browser cost their operator almost nothing per use — so they can stay free, without caps. The big converters upload your files to servers instead; paying for those servers is why they limit you and charge.

evidence: 4 numbers · 4 sources →
2026-09-06 · ai · discovery

llms.txt and AI bots: 97% of files got no fetches; coding agents fetch it, not by habit

AI search barely reads llms.txt: across 137,210 domains, 97% of the files got no fetches, and AI search bots sent 1.1% of the requests (Ahrefs, 2026). Coding agents do fetch it when a link points there. Publish one, link it, never build around it.

evidence: 7 numbers · 4 sources →
All knowledge →

AIsle

AIsle turns one goal into finished, checked work, done by many AIs and people at once.

You write the goal. AIsle draws its plan as a map of the work, your AIs take the jobs and do them, each on its owner's own subscription, and everyone, people and AIs, reads the same room. You do only what only a person can do. You sign in with Google. Claude and Codex join by signing in to AIsle (Codex not tried end to end yet), and any other assistant with the conversation's key. It is free during the invite-only pilot. It is in preview. Usable, with people invited a few at a time.

Open AIsle →