◆ Gentoo Logic · Modeling Warehouse

Architecture comparison

Mercedes-Benz vs Tesla

Mercedes-Benz runs closer to the foundational model (Native (own / self-hosted weights)) than Tesla (Native (own / self-hosted weights)). Shared foundation: proprietary / self-built models (highlighted).

Mercedes-Benz

Automotive

Proximity
Native (own / self-hosted weights)
Models
Google · Geminiproprietary / self-built models
Cloud · datastore
Multi-Cloudown
Compliance
ISO 27001GDPR
Architecture

In-car MBUX assistant on Google Cloud Gemini; large in-house ADAS/vehicle ML.

Tesla

Automotive

Proximity
Native (own / self-hosted weights)
Models
proprietary / self-built models
Cloud · datastore
Hybridown
Compliance
SOC 2
Architecture

Trains its own end-to-end driving + world models on the Dojo/GPU stack; vision-only FSD.

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