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Build 001 In development

House AI

Tap, ask, and hear the answer. General questions go to a local model. Questions about the house only get an answer when the manual has one, and the source is shown.

The Windows voice loop works. A source-backed house manual is implemented and tested in code. The spare Galaxy and the complete 14-day home trial have not been tested.

State
Working prototype
New hardware
$0 planned
Next test
14 days
Updated

What exists today

House AI Private connection

Example manual entry

YouWhich filter fits the hall return?
House AIThe example return takes a 16 by 25 by 1 filter.House manual · Example label inside the return grille · Checked Aug 16, 2026
Current interface, shown with the repository’s explicitly fictional example data.

Working in code

  • Speech recognition, a local Qwen model, and spoken replies on Windows
  • A private browser connection for a Mac or phone
  • A fixed manual that returns a stored answer with its exact source
  • Deterministic tests for known, missing, conflicting, and excluded questions

Not tested yet

  • A real house manual or ordinary daily questions
  • The Galaxy’s battery, microphone, browser, and reconnect behavior
  • Whether the intended user prefers this to a pinned note
  • Whether every device and service in the complete path leaves no logs

One button, one private route.

The phone is a microphone and screen, not the computer doing the work. A private Tailscale connection carries the request to the existing Windows PC. The browser has no tool or home-control path.

1Spare phoneTap and speak
2Private gatewayTailscale Serve
3Windows PCTranscribe and route
4AnswerText and speech

OpenWhispr’s Parakeet model handles speech recognition, Qwen runs through Ollama for general answers, and Kokoro reads the reply aloud. A small local file handles stored house facts before the general model answers.

Use the hardware already in the house.

ComputerExisting Windows PC

Runs speech recognition, Qwen, the manual lookup, and speech output.

HandsetSpare Galaxy

Planned push-to-talk interface. Its real device behavior is still untested.

ConnectionTailscale Serve

Keeps the browser page off the public internet and checks the private connection.

House factsA fixed Markdown manual

Ignored by Git, read-only at runtime, and limited to low-stakes facts.

ModelsParakeet, Qwen, and Kokoro

Local speech-to-text, general answers, and text-to-speech.

Incremental cost$0 planned

No new hardware is required for the first trial. That is a plan, not a measured total.

House facts and general answers don’t get the same label.

House manual

Stored answer. Exact source.

A house answer must come from the fixed manual and show its source, location, and checked date. Missing or conflicting entries return “Unknown.”

Source · location · checked date

General question

Local model. Not verified.

A familiar question such as “Who won the 2022 World Cup?” can go to Qwen. It is clearly marked as model output, with no promise that it is current or correct.

No live web · may be wrong or stale

Most of the ingredients already exist.

Samsung already lets a phone launch Gemini from the side button. Home Assistant Assist offers private voice on owned hardware. Open WebUI supports a phone microphone and local speech recognition. AnythingLLM and PrivateGPT answer from local documents, while HomeBox tracks household records.

That means “local AI on an old phone” is not a meaningful advantage. The only idea worth testing is the tighter contract: exact local sources for house answers, an honest “Unknown,” no control path, and no persisted conversation database.

It has to beat a pinned note.

Put 15–20 real, low-stakes facts in both the manual and a pinned note. Add five deliberately missing or conflicting questions. For two weeks, record which option the intended user reaches for during ordinary retrieval moments.

Known answers
Every answer is supported by the displayed source.
Missing or conflicting
Every case returns “Unknown.”
Warm response
Speech starts within 6 seconds on 9 of 10 turns.
Actual use
House AI is chosen over the pinned note most of the time.
Upkeep
The manual takes no more than 15 minutes a week to maintain.

Stop on one unsupported house answer, one missed conflict, any mutation or control path, persisted conversation data, nonlocal content processing, unsafe phone behavior, repeated preference for the note, or too much upkeep.

Deliberately small and low stakes.

  • No web search, arbitrary file access, document upload, tools, or home control.
  • No gas, electrical, fire, emergency, security, credential, or shutoff guidance.
  • General model answers can be wrong or stale and are never house-manual evidence.
  • The source code is private because it contains deployment details; the real manual is ignored and will not be published.
  • The application has no transcript database, but complete device and service logging still needs live verification.

The next honest milestone is not another feature. It is the first real manual, the Galaxy check, and the two-week comparison.