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Comma AI

Robotics AgentsfreemiumOpen SourceAutomotive, Software Development, Research

An open-source driver assistance system enhancing vehicle automation through advanced AI and machine learning technologies.

🛡️ AgentReady threat assessment

MAESTRO 7-layer threat model + OWASP AIVSS risk score for Comma AI, derived from its capabilities.

AIVSS 8.9 · High
View MAESTRO 7-layer threat model →

These scores are auto-generated from public information (the agent's own listing, docs, and repository) using the canonical OWASP AIVSS formula and the MAESTRO framework — an estimate for guidance, not a penetration test, audit, or certification. See the scoring methodology. Are you the vendor? Factual corrections are free.

Overview

Comma AI is a technology company focused on developing open-source driver assistance systems that enhance vehicle automation. Their flagship product, openpilot, is an open-source, semi-automated driving software designed to improve upon existing advanced driver-assistance systems (ADAS) in various car models. By leveraging machine learning algorithms and real-world driving data, Comma AI aims to provide a more natural and human-like driving experience. The company also offers hardware solutions, such as the comma 3X, to support the integration of their software into compatible vehicles.

Key features

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