Elon Musk Archive
i am succi
i am succi
@succi_edwards · Jan 31, 2026
How do you plan to handle Single Event Upsets (SEUs) in consumer-grade AI silicon without the weight of traditional lead shielding? Is xAI developing a 'redundant compute' software layer specifically for orbital noise?
Elon Musk
Elon Musk
@elonmusk
Neural nets with trillions of parameters are highly resilient to bit flips, as they already contain a lot of noise. Deterministic parts of the code, such as the operating system, are already addressed by various methods like triple-voting redundancy.
02:44 PM · January 31, 2026 · 264.8K views
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