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Magic state cultivation on a superconducting quantum processor

https://arxiv.org/abs/2512.13908
7•kheal•3h ago
Abstract: "Fault-tolerant quantum computing requires a universal gate set, but the necessary non-Clifford gates represent a significant resource cost for most quantum error correction architectures. Magic state cultivation offers an efficient alternative to resource-intensive distillation protocols; however, testing the proposal’s assumptions represents a challenging departure from quantum memory experiments. We present an experimental study of magic state cultivation on a superconducting quantum processor. We implement cultivation, including code-switching into a surface code, and develop a fault-tolerant measurement protocol to bound the magic state fidelity. Cultivation reduces the error by a factor of 40, with a state fidelity of at least 0.9999(1) (retaining 8% of attempts). Our results experimentally establish magic state cultivation as a viable solution to one of quantum computing’s most important challenges."

Science, 2026 (paywalled). https://www.science.org/doi/10.1126/science.aee7961

Google Blog, 2026. https://blog.google/innovation-and-ai/models-and-research/qu...

Working with academic communities to build scientific understanding

https://openai.com/index/building-scientific-understanding-with-academic-communities/
164•jonluca•1h ago•43 comments

CorridorKey 2.0

https://corridorkey.com/
98•ravenical•1h ago•24 comments

Type Server Protocol

https://github.com/microsoft/pylance-release/blob/main/docs/tsp/type-server-protocol.md
169•adamnemecek•4h ago•125 comments

Sebastian Raschka's from-scratch video course on building reasoning models

https://magazine.sebastianraschka.com/p/building-reasoning-models
502•sgiannopoulos•7h ago•76 comments

CSS-Tricks has a new owner

https://css-tricks.com/css-tricks-has-a-new-owner/
344•edent•7h ago•79 comments

Cross-request KV cache exposure in the GLM-5.3 Workers AI model (155 responses)

https://blog.cloudflare.com/kv-cache-exposure-remediation/
10•wondersky•14m ago•1 comments

Oldest GUI application that still runs on Windows 11

https://blog.enlyth.com/posts/oldest-windows-gui-app-win-11/
224•enlyth•4h ago•131 comments

Nietzschian Debugger

https://github.com/DilawarShafiq/nietzschian-debugger
111•dilawargopang•5h ago•37 comments

A Printer Printing onto Paper

https://twitter.com/macrofying/status/2112904628509528219
9•MrBuddyCasino•3d ago•1 comments

GPT-6.1 Terra

https://openai.com/index/introducing-gpt-6-1-terra/
445•meetpateltech•4h ago•283 comments

Show HN: Hob - Open-source, on device alternative to Claude Cowork and ChatGPT

https://github.com/FrigadeHQ/hob
76•pancomplex•6h ago•21 comments

Anthropic S-1

https://www.sec.gov/Archives/edgar/data/2130357/000162828026067168/anthropicpbc-sx1.htm
1407•SiNTEx•9h ago•1375 comments

Native Prometheus Integration with Nginx

https://categorica.io/blog/2026.10.16_nginx-stats-prometheus/
20•foxhill•3d ago•5 comments

A Man from the Future: Why Johnny Can't Stop Abstracting

http://muratbuffalo.blogspot.com/2026/10/the-man-from-future-why-johnny-cant.html
91•aray07•5h ago•45 comments

Diamond Transistor

https://www.df.com/diamond-transistor
108•Gravityloss•3d ago•59 comments

SIMD-accelerated computer vision on a $2 microcontroller

https://shraiwi.com/blog/simd-fast-esp32s3/
157•zdw•1d ago•52 comments

Microsoft offers mass buyouts for roughly a quarter of its workforce

https://www.seattletimes.com/business/microsoft/microsoft-offers-mass-buyouts-for-roughly-a-quart...
661•doctorzook•7h ago•557 comments

Blaise Pascal invented fixed route public transport (2024)

https://humantransit.org/2024/12/one-of-the-greatest-inventions-in-the-history-of-human-transport...
251•skadamat•4d ago•133 comments

Birdwatching rewires the brain and slows cognitive decline

https://www.bbc.com/future/article/20261019-birdwatching-rewires-the-brain-and-slows-cognitive-de...
488•cisc•3d ago•191 comments

Pharo 14

https://pharo.org/news/2026-10-26-Pharo14Release.html
228•xkriva11•11h ago•57 comments

In Leaked Audio, Flock CEO Tells Cops Backlash to the Company Isn't Real

https://www.404media.co/in-leaked-audio-flock-ceo-tells-cops-backlash-to-the-company-isnt-real/
233•Frieren•5h ago•141 comments

The EPA Is Quietly Killing Its Web Archive

https://www.motherjones.com/environment/2026/10/epa-online-archive-deletion-zeldin-camp-lejeune-t...
187•robtherobber•3h ago•30 comments

Who killed the EV cert? A browser whodunit for Halloween

https://qwac.com/blog/who-killed-the-ev-cert
15•roddylindsay•3d ago•27 comments

US designates helium as a critical material

https://apnews.com/article/energy-critical-materials-minerals-helium-43da160adc1bad389fba0b9ffbd1...
151•rbanffy•4h ago•87 comments

Show HN: Glider 4.0 Unofficial Web Edition (Mac game port)

https://dbohdan.github.io/glider/
29•networked•23h ago•5 comments

Magic state cultivation on a superconducting quantum processor

https://arxiv.org/abs/2512.13908
7•kheal•3h ago•0 comments

Switzerland. Block by block. At 1:1 scale

https://blocks.manifold3d.ch/
450•theanonymousone•14h ago•212 comments

The Exponential Time Hypothesis Is False [pdf]

https://github.com/openai/math/blob/main/preprints/The-Exponential-Time-Hypothesis-is-False-Octob...
12•vok•57m ago•0 comments

Concerning behavior from a popular open-weight AI model

https://cohere.com/blog/concerning-behaviour-popular-open-weight-ai-model
239•matthieu_bl•6h ago•96 comments

Fixing Tool-Call Accuracy in vLLM

https://www.ubicloud.com/blog/fixing-tool-call-accuracy-in-vllm
143•coffeemug•9h ago•64 comments