بسم الله الرحمن الرحيم — Bismillah

Build for Your WorldStartup TrackVideo DONE ✓Meta Global AI Hackathon 2026

Welcome to aLive Bangladesh

An evidence-linked coordinator for community health work. A Bangla voice note becomes a traceable draft — and a human decides. This is the first working proof of the meUus Human Operating System.

Live demo runs on synthetic records only. No durable storage, no account system, and no external messaging is connected.

34Pages built live
11/11Synthetic checks pass
3Languages · BN · EN · AR
Illustrative artwork: hands holding rice seedlings above lotus leaves, with a wheelchair visible

Community strength

The weakest soul should still be able to continue.

Behind every national problem are human lives. aLive starts with one narrow, reviewable workflow so a community health worker can keep a promise to the next person in the chain.

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Listen with consent

A person chooses what to record, and the consent banner stays on the record.

✓

Evidence, not assertion

Every draft field points back to a source span in the transcript or text.

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Unknown stays unknown

No deadline is invented. Missing information stays visible until a human resolves it.

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Human approval guard

The coordinator drafts; a community health worker reviews. Nothing auto-sends or auto-publishes.

Ecosystem

One person at the centre. Nine pillars around them.

aLive is the only pillar with an evidence-linked MVP in this repository. The rest are honest roadmap entries — a map of where the Human OS is going, not a claim that it already exists.

01aLive · Field coordination · working MVP
02Identity · meUus consent layer · prototype
03Intelligence · DLAS reflection · prototype
04Action · Small daily plans · planned
05Services · Guided services · outline
06Learning · Knowledge paths · planned
07Opportunity · Livelihood · planned
08Legal · Access to justice · planned
09Green · Community & environment · planned
Illustrative artwork: a glowing network over a map of Bangladesh with health, education, community, and growth symbols

Why it can be trusted

Useful because it stays honest.

The coordinator flow is deliberately small. Every claim on this page can be checked in the repository — including the limits of what has actually been tested.

01

Evidence-linked, no hallucination

Deadline stays null unless an explicit date phrase is present. A missing-information chip stays visible until resolved. The ledger shows the audio source for every field.

Synthetic fixtures
02

Bangla · English · Arabic

A voice note in Bangla becomes a transcript, then an English summary for the coordinator. Arabic support for global-south partners.

muse-voice-transcribe-1.0
03

Human approval guard

No auto-send, no auto-publish. The coordinator drafts and a human approves every internal record.

Consent on every record
04

100% traceability, 0% hallucination

On the A–K synthetic fixtures: 11/11 checks pass. Every field carries a source span. If the model is unsure it returns NEEDS_*.

TEST_EVIDENCE.md · 11/11
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Synthetic demo only

No real personal data. Names and phone numbers are generated. The live demo holds data in browser session storage only.

No PII
06

Built with Meta models

muse-voice-transcribe-1.0 for speech, muse-spark-1.3 for drafting, with a deterministic fallback so the demo never dead-ends.

muse-spark-1.3

The film

Three minutes on trust, struggle, and continuity.

aLive_Bangladesh.mp4 runs 3:21 and streams from YouTube (Unlisted), with the 74 MB master served locally as a fallback. The film frames the community vision; the coordinator demo is a separate synthetic workflow.