◆ Gentoo Logic · Modeling Warehouse

Architecture comparison

Aleph Alpha vs OpenAI

Aleph Alpha runs closer to the foundational model (Native (own / self-hosted weights)) than OpenAI (Native (own / self-hosted weights)). No shared foundational model — different bets.

Aleph Alpha

AI/LLM

Proximity
Native (own / self-hosted weights)
Models
proprietary / self-built models
Cloud · datastore
On-Premobject
Compliance
GDPRISO 27001
Architecture

German sovereign-AI lab training its own Pharia/Luminous models with explainability for gov/regulated EU.

OpenAI

AI/LLM

Proximity
Native (own / self-hosted weights)
Models
OpenAI · GPT
Cloud · datastore
AzureAzure Cosmos DBPostgreSQLblob storage
Compliance
SOC 2GDPRCCPA
Architecture

Trains and serves its own GPT frontier models on Microsoft Azure supercomputers (custom GPU clusters). Product data on Azure stores; the API/Responses platform fronts the models for developers.

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