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Paperium
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Posted on • Originally published at paperium.net

Planned Diffusion

How AI Can Write Faster Without Losing Its Voice

What if your favorite chatbot could answer you twice as fast, yet sound just as smart? Researchers have unveiled a planned diffusion trick that lets large language models speed up their replies without a big drop in quality.
Think of it like planning a road trip: first you sketch a quick route (the “plan”), then you drive many short legs at the same time instead of cruising mile‑by‑mile.
The new method first drafts a brief outline, then fills in the details in parallel, cutting the waiting time dramatically.
In tests, this hybrid approach delivered up to a 1.
8‑times speed boost while keeping the conversation quality almost unchanged.
It’s a simple yet powerful way to get the best of both worlds—fast and fluent.
As AI becomes a daily companion, such innovations mean we’ll spend less time staring at loading screens and more time enjoying the conversation.
The future of chat is arriving faster than ever.
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Planned Diffusion

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