Every session starts from zero
Change the conversation and your context, preferences, and working methods need to be explained again.
EVOLUTION IN PUBLIC
Cumulative evolution scale
From one evolution to continuing growth. Updated with the leaderboard.
—parameter-evolutions
Calculated at 196,608 parameters per factory expert evolution. Includes repeated training and illustrative leaderboard records, not actual new parameters.
Updating
LUBAN ZERO · PERSONAL AI
An AI that remembers your world and gets better with you
Luban Zero runs on your device. Connect the tools you already use, teach it what you choose, and keep results that pass checks inside your own model.
Current preview · luban0
01Runs locally
02Learns over time
03Results stay verifiable
THE PROBLEM
Why does today's AI still feel temporary?
It can be smart and still behave like an assistant meeting you for the first time.
It knows a lot, but not your task
A general answer is not your workflow. The details that matter stay scattered across files and chats.
The result does not really come with you
You use someone else's model, so what you teach rarely becomes durable capability of your own.
THE CORE SOLUTION
Luban Zero turns use into capability
Start with one answer, then turn temporary context into model experience that is checked and worth keeping.
Teach your own model
Use Q&A, source text, images, or demonstrations. Only explicitly submitted material that passes checks enters the learning flow.
Verify every learning step
Teacher feedback is a source of material. Independent checks, prior-ability retention, and failure recovery decide what stays.
Connect it to your workflow
Use a local API with the AI tools you already use, while keeping your model, materials, and growth records close at hand.
WHY NOW
Why start now?
You do not need to wait for a perfect super-assistant. Start with one real task that matters.
Local models can already do useful work
Bring everyday tasks back to your device for more stable access and a clearer data boundary.
Your experience is accumulating anyway
Writing, code, references, and decisions form a method. Starting now means you stop rebuilding it from scratch.
One small problem is enough
Teach one repeatable workflow, verify it once, and make the next use smoother.
WHY KEEP USING IT
Why keep using it?
Its value is not only how it answers today, but whether it feels more like your assistant next month.
Every use can leave progress
Verified learning results enter your model, so repeated work gradually takes less effort.
Capability and limits become clearer
See what it has learned, what it still cannot do, and which results were not adopted.
You decide what stays
Local runtime, material confirmation, independent checks, and model export keep growth controlled and portable.
GET STARTED
Put Luban Zero into your workflow
Apple Silicon beta for macOS 26 or later. Extract the app into Applications, open it, and accept the terms. Included models install and start automatically; no further model download is needed.