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About · 3 Mega LLC

The company behind BantuNomics, L26 and amina.

BantuNomics, operated by 3 Mega LLC (Georgia, USA, founded 2019), builds Bantu-language AI infrastructure: Full Syllable Inventories for 459 languages, the L26 operating-alphabet benchmark, and consented native-speaker audio collected through amina.ai.

Four properties, one operating entity.

BantuNomics
Infrastructure
Full Syllable Inventories, concord matrices, generative numeral, verb and noun engines, and consented code-switch audio, licensed to AI labs. Plans and access.
L26
Benchmark
The operating-alphabet benchmark: can a model recite a language's complete alphabet? Public leaderboard, deterministic scoring, no login. l26.ai.
amina
Recording
Where native speakers record their own languages, consent-first and paid. Every clip BantuNomics licenses starts here. amina.ai.
Bantu Calculator
Free reference
Any number to a trillion in 14 Bantu languages, with its ordinal, native-verified. bantucalculator.com.

3 Mega LLC

3 Mega LLC is a Georgia, USA limited liability company formed on 23 April 2019 (Georgia Control Number 19059423), doing business as 3Mega.ai and BantuNomics. It is built by its five founders, whose expertise spans process-control engineering, physics and applied AI, hyperscale site reliability, capital markets, and environmental science. Their credentials are described on the team section and recorded in full in the machine-readable team record.

The commercial relationship for BantuNomics is with 3 Mega LLC. Licence scope, tiers and the validation pilot are described on bantunomics.com/plans; enquiries go to sales@bantunomics.com.

Check it yourself before you talk to anyone.

The L26 leaderboard shows every frontier model scoring 26 of 26 on the English alphabet and failing the same test on a Bantu language. The Alphabet Test lets you score your own model in one HTTP call with no key. The white paper gives the method. The essays give the argument.