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How an external GPU connected via USB4 could unlock a bigger openpilot model, wider field of view, more reliable driving, and better steering — and why a mobile chip alone can never get there.

Comma's biggest release yet: a new world model, full E2E longitudinal policy on comma 3X and comma four, 77% idle power reduction, and a polished new UI.

How comma handles driving data, what is opt-in, what stays local, and why open source matters for privacy.

What happened during the sunnypilot-related comma ban wave, how to check your status, and what users were told to do.

Why many modern vehicles already have forward cameras, why owners usually cannot access them, and how comma differs.

A beginner-friendly introduction to comma.ai, openpilot, popular forks, supported cars, and where to start.

A practical look at why increasingly sensor-heavy vehicles may become harder and more expensive to maintain over time.