muxxy Write to us
Nado, a cream squircle character with one big blue eye, holding up a long paper receipt.

Meet Nado Coming soon from Muxxy

Answers with receipts.

A laptop-sized AI with plug-in knowledge. It shows its sources or says it does not know.

See the test results

Fits ona laptop.

Built and tested on one machine. So it can run inside your building, not somebody else's cloud.

Nado sitting on an open laptop, waving.

Knowledgeyou plug in.

Mount a cartridge and Nado can use what it holds. Pull it out and Nado stops. No retraining.

Nado sliding a violet cartridge into its side while more cartridges float around.

Every answer,with its receipt.

Where it looked, what it found, and the check it passed before you saw a word.

Nado inspecting a receipt through a magnifying glass.

REQUESTShort cited article on Citrusdal's census population.

ANSWERCitrusdal is a town of 7,177 people as of 2011, located in the Olifants River Valley in the Western Cape province of South Africa [1]

Source [1]
Wikipedia, Citrusdal
Procedure
research_article
Check
every number cited and in the source

Real output from our 27 Sep 2026 test.

Nado shrugging with open palms beside a speech bubble.

Or it saysit doesn't know.

DECLINED, FROM THE TEST REQUEST

Press release: Muxxy names Thabo Nkosi Head of Product, effective 1 November, dateline Cape Town.

WHY

Its saved press-release procedure announces company milestones, not new hires. So it said so, instead of guessing.

93 requests ithad never seen.

48/50

When Nado answered, it was right 48 times out of 50. We wrote the requests and froze them before the code ran.

48answered and correct
2answered and wrong
30declined, and should have
13declined, but could have answered
WRONG, AND WE SAY SO REQUEST

Every Saturday at eight-thirty in the morning, generate the weekly usage report.

WHAT HAPPENED

It booked the job for 8:00. Its time reader does not yet understand minutes written as words. That is the next fix.

Procedure cartridges, v5, run 27 Sep 2026 on two wordings of each request. Prediction and failure condition written before the run. A small sample of business tasks, not a comparison with frontier models.

Contact

Muxxy is an AI lab. We are not Mux, the video company, and not connected to it.

Nado waving goodbye and holding an envelope.