The San Francisco startup had refused to let users deploy its Claude models for mass domestic surveillance or autonomous weapons, while the Defense Department demanded the right to use the technology in all lawful cases.
Data flows left to right. Each stage reads input, does its work, writes output. There's no pipe reader to acquire, no controller lock to manage. If a downstream stage is slow, upstream stages naturally slow down as well. Backpressure is implicit in the model, not a separate mechanism to learn (or ignore).
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Publication date: 28 February 2026
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