◆ Gentoo Logic · Modeling Warehouse

Architecture comparison

Rivian vs Tesla

Rivian 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).

Rivian

Automotive

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

EV maker training its own driver-assist/vehicle ML; off the foundational-LLM map at the core of the product.

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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