URtrAIned · the book
urtrained.com
Concept art — where this is going
The book · 12 pages · tap → to turn

A PhD in your pocket.
No internet required.

URtrAIned is a private, offline AI tutor. You give it a manual, a textbook, or a procedure. It gives you a teacher that explains, walks you through the steps, quizzes you — and says "I don't know" when it doesn't. On a laptop. With no connection. Owned, not rented.

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01 · Who it's for

The people education priced out.

Truck drivers. Tradespeople. Kids in towns with one bar of signal. Anyone who can't spend four years and a fortune to learn something they need this month. The founder drove ten thousand rideshare rides and asked a thousand PhDs one question: what would you teach if the internet went away?

Not for the tech elite. For everyone else.

02 · What it is

Your books become a living map.

URtrAIned is an offline knowledge-to-tutor system. It reads a manual or textbook and turns it into a map of every fact and how they connect — then a small local language model teaches from that map instead of guessing. That's the difference between a tutor and a chatbot: it stays on the page.

Neuro-symbolic, bounded retrieval. No cloud call in the loop.

Concept art
03 · How it works

Explain. Guide. Quiz. Stay in scope.

Ask it how to bleed a brake line and it answers from the manual you gave it — step by step, in order, with the warnings where they belong. Ask it something the manual doesn't cover and it tells you so. Off-script questions get an honest refusal, not a confident fiction.

100%off-script honesty (tutor benchmark)
90%quiz & procedure tasks
Ali
04 · Meet Ali

Your assistant. Your data. Your rules.

Ali is the prototype: a personal assistant that lives on your machine, learns your world, and never sends it anywhere. She reads your manuals, keeps your notes, runs your morning, and — the part that matters — tells you when she doesn't know. Every URtrAIned owner gets their own Ali, in their own voice, forkable to a USB stick.

05 · The stick

A complete education on a $15 USB.

The whole tutor — model, manuals, map, Ali — fits on a thumb drive. Plug it into a laptop and it runs. No account, no subscription, no data leaving the room. If the internet goes down, you still have everything.

Current state, honestly: a working prototype on Apple Silicon Macs; the fully self-contained clean-host kit is the next build.

Concept art
06 · The numbers

Measured, not promised.

86.5%NSGI tutor accuracy (curated 200-q, v4)
74.0%the same small model, plain
9–21 mssymbolic answer latency
2.5×fewer LLM calls than strong RAG

Qwen 2.5 3B, Codex-audited v4 gate. Parity with strong RAG at a fraction of the compute — on a laptop.

Concept art
07 · Hands, not just heads

The tools and the manual.

A mechanic needs both. So does a guitarist, a nurse, a farmer, a kid with a 3-D printer. URtrAIned's manual maker turns any procedure into a lesson you can follow with your hands — first chord to first engine rebuild — and the tutor stays beside you while you do it.

08 · Why

Kids with PhD-level minds by twelve fix the Earth.

Water, energy, soil, repair. The knowledge to run a well pump or a solar bench shouldn't depend on a data plan. Put a complete, honest education in every community's pocket and you get the generation that cleans up what the last one broke. That's the purpose above the business.

Concept art
09 · Learning by making

Paint it. Build it. Print it.

The same map that teaches a fact can teach a craft: the tutor watches the steps, the manual maker writes them down, and the design tools turn an idea into a thing — a poster, a book, a part for the 3-D printer. Kids don't memorize URtrAIned. They use it.

Concept art — in development
10 · Where it's going

A teacher you can see.

Lip-synced avatars already speak the tutor's answers in the founder's own cloned voice. 2-D art already becomes 3-D on the desk. The next step is the holographic educator: a virtual teacher that listens, thinks, points, and explains — offline, on a plate, in the room.

Working pieces today: offline lip-sync, voice clone, 2-D→3-D. Not yet: full-body animation and the display hardware.

11 · Proof it ships

One founder. Three brands. Nine books in a day.

The same production line that builds tutors published nine art and character books in twenty-four hours — michaelblumsack.com, blummer.com, usasportsclub.com — with a catalogue of twenty thousand images behind it. The machine works. It's the machine we're handing you.

12 · Come find us

Ask us anything.
We'll tell you what we don't know.

Schools, unions, trade programs, rural clinics, investors, and the curious: the door's open. Bring a manual. We'll turn it into a tutor while you watch.

urtrained.com · Built in Massachusetts by Michael J. Blumsack.