education · today · What should every team know about private AI in 2026?
Literacy before another seat.
Four splits. Chat versus a runtime that moves work. Local versus a rented API. Memory versus Vault. Join versus own. If a team cannot draw those lines, another $20–$200 seat will not make them literate. TARX_OS makes the lines visible. First-run stays local. Approval before a write. Evidence after.
Literacy is operational. If you cannot see what ran, you do not govern it.
TARX works privately on your computer. Connections stay off until you allow them.
Product proof. Not atmosphere. TARX_OS on silicon you own.
HOW TARX WORKS
How TARX works as the literacy layer
A chatbot returns text. An agentic runtime accepts a goal, calls approved skills, waits when it must, and leaves Evidence. That is the first split. Most tools still sell the first as if it were the second.
The second split is where the loop runs. TARX_OS runs on Apple silicon you already own. Nothing attaches until you opt in. Air-gapped capable. Web lookup is labeled and off until you say so. Cloud seats cannot teach that, because the product is the hop.
The third split is Memory versus Vault. Context is not a password. The fourth is Join versus own: free TARX software on computers you have, or T-1 / T-4 / T-7 / T-70 when you want dedicated NVIDIA. Literacy is being able to choose.
THE STACK
Join the Supercomputer. Or own Private Hardware.
TARX_OS on computers you already own. Supercomputer hardware when the site needs dedicated NVIDIA.
Placeholder
TARX_OS · Conversation into the runtime · free software
Show LOCAL, approval, and Evidence on one real file. Then talk economics.
A security review that needs plain language
Memory is context. Vault is secrets. Writes wait. Search can stay off.
A budget meeting
Typical Claude mix is 80% $20 and 20% $200, whole seats. TARX software is free. Hardware is list ÷ 36.
KEY FEATURES
Dialed to this question.
Chat vs runtimeConversation is the interface. The runtime is the product.
Local defaultFirst-run stays local. Nothing attaches until you opt in.
ControlDeny or Allow before a consequential write.
EvidenceWhat ran, what changed, who approved.
PathsJoin the Supercomputer, or get your own.
HOW TO START
Four steps. Same contract.
01
Name the four splits
Runtime, locality, secrets, ownership.
02
Run them on TARX_OS
Do not lecture them on a whiteboard and send them back to a seat.
03
Keep search off until it is a feature
Air-gapped capable is a teaching tool, not a slogan.
04
Choose Join or own
Macs you have, or TARX hardware. Same OS.
FAQ
Questions this page owns.
What is the one-sentence literacy test?
Can the team say where the loop ran, who approved the write, and whether secrets mixed into memory?
Do we need a T-70 to start learning?
No. TARX_OS on existing Apple silicon is the start. Supercomputer is optional.
Is Web lookup required for literacy?
No. It is labeled, Evidence-backed, and off until you opt in. Keeping it off is a valid lesson.
How is this different from an LMS module?
An LMS describes AI. TARX_OS is AI under your policy. The product is the lesson.
TWO EQUAL PATHS
JOIN THE SUPERCOMPUTER. OR OWN PRIVATE HARDWARE.
Join the Supercomputer. Or own Private Hardware.
JOIN · TARX_OS
Join the Supercomputer
Give TARX superpowers.
TARX works privately on your computer. Connect to the Supercomputer when you want TARX to research the web, use more skills, and take on bigger jobs with deeper models. Supercomputer connection is in beta, and capacity is being qualified.
