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Google reports a 40-fold error reduction on one of quantum computing's costliest steps

A Science paper shows magic state cultivation working on the Willow chip, reaching 99.99% fidelity. Useful quantum computers still need this at a much larger scale.

Abdul Habeeb15 October 20262 min read Photo: Pexels

This post is written in English.

Useful quantum computing needs special ingredients called magic states, and they're expensive. Estimates suggest they could take up to 95% of a quantum computer's capacity, and each one is consumed when used. Google's post on a new paper in Science reports progress on making them.

What cultivation does

Think of it as a filter. A noisy state is injected into a small region of the chip, coordinated measurements look for errors, flawed attempts are thrown away, and a purer state grows and is then adapted into a larger encoding. The technique was proposed in 2024.

On Google's Willow processor, the team reports:

  • About 40 times fewer errors than states without cultivation.
  • A record logical fidelity of 99.99% for T-states.
  • Grafting a state from one type of error-correcting code onto another.

What it doesn't mean

Google says the method still has to be shown at a larger scale before it's realistic for practical quantum computing, and that significant technical challenges remain. It's a hardware demonstration, not a working application, and it won't change anyone's encryption this year.

My read

I'm not a quantum specialist, so I'd take this mostly as a signal of where the work has moved. The hard problems used to be keeping qubits alive at all. Now the discussion is about the cost of specific steps in error-corrected machines, which feels like engineering more than basic physics.

It's also a good reason to take the slow move toward post-quantum certificates seriously, even without a date on the calendar.

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