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Fault-tolerant quantum computing: Novel protocol efficiently reduces resource cost

Quantum computers, systems that process information leveraging quantum mechanical effects, could soon outperform classical computers on some complex computational problems. These computers rely on qubits, units of quantum information that share states with each other via a quantum mechanical effect known as entanglement.

Qubits are highly susceptible to noise in their surroundings, which can disrupt their quantum states and lead to computation errors. Quantum engineers have thus been trying to devise effective strategies to achieve fault-tolerant quantum computation, or in other words, to correct errors that arise when quantum computers process information.

Existing approaches work either by reducing the extra number of physical qubits needed per logical qubit (i.e., space overhead) or by reducing the number of physical operations needed to perform a single logical operation (i.e., time overhead). Effectively tackling both these goals together, which would enable more scalable systems and faster computations, has so far proved challenging.

Versatile mechanophore detects structural damage without false alarms from heat or UV

A newly designed robust mechanophore provides early warning against mechanical failure while resisting heat and UV, report researchers from Institute of Science Tokyo. They combined computational chemistry techniques with thermal and photochemical testing to show that their mechanophore scaffold, called DAANAC, stays inert under environmental stress yet emits a clear yellow signal when mechanically activated. This could pave the way for smart, self-reporting materials in construction, transportation, and electronics.

High-performance polymers, such as plastics and elastomers, are essential materials in modern life that are present in everything from airplane parts to bridges and electronics. Because sudden failures in these sectors can be extremely dangerous and costly, ensuring the safety and longevity of high-performance polymers is a critical challenge.

Since damage is often invisible at the molecular level until it is too late, scientists have been actively developing compounds known as “mechanophores.” These molecular sensors, which can be embedded into the bulk of a polymeric material, serve as an early warning system by chemically reacting to mechanical stress and producing visible light via fluorescence or other phenomena.

Metal–metal bonded molecule achieves stable spin qubit state, opening path toward quantum computing materials

Researchers at Kumamoto University, in collaboration with colleagues in South Korea and Taiwan, have discovered that a unique cobalt-based molecule with metal–metal bonds can function as a spin quantum bit (spin qubit)—a fundamental unit for future quantum computers. The findings provide a new design strategy for molecular materials used in quantum information technologies.

The study is published in the journal Chemical Communications.

Berserker Aliens: The Deadliest Answer to the Fermi Paradox

One day they may come for us.


Are Berserker probes hunting advanced life? Exploring the deadliest Fermi Paradox solution.

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AI-powered knowledge graph links heart images to genes and drug predictions

Knowledge graphs are a powerful tool for bringing together information from biological databases and linking what is already known about genes, diseases, treatments, molecular pathways and symptoms in a structured network. Until now, they have lacked detailed, individual-level information about how the affected organ actually looks and functions.

The latest research, led by postdoctoral researcher Dr. Khaled Rjoob and group leader Professor Declan O’Regan from the Computational Cardiac Imaging Group at the MRC Laboratory of Medical Sciences, has advanced this technology by adding imaging data to a knowledge graph for the first time. CardioKG provides a detailed view of the heart’s structure and function which dramatically improves the accuracy of predicting which genes are linked to disease and whether existing drugs could treat them.

The work is published in the journal Nature Cardiovascular Research.

5 Sci-Fi Fantasies That Could Soon Become Reality

Five sci-fi technologies becoming real today, from BCIs to space elevators.

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Credits:
5 Sci-Fi Fantasies That Could Soon Become Reality.
Written, Produced & Narrated by: Isaac Arthur.
Editor: Donagh Broderick.
Select imagery/video supplied by Getty Images.

Chapters.
0:00 Intro.
1:52 Brain-Computer Interfaces (BCI)
6:26 Dream Recording & Memory Replay.
8:48 Artificial Wombs & Designer Babies.
16:13 Bio.
18:56 Space Elevators.
21:12 Weather Control.
21:30 Graphene.
22:15 De-Extinciton.
21:40 Superconductors & Fusion.
27:23 Oldest & Newest.
28:26 Preserving & Rebuilding the Human Body.

Forget Transistors: This New “Intelligent” Material Computes Like a Human Brain

Tiny molecules that can think, remember, and learn may be the missing link between electronics and the brain. For more than half a century, researchers have looked for ways to move past silicon by building electronics from molecules. The idea sounded simple and beautiful, but real devices turned

Neuralink plans ‘high-volume’ brain implant production by 2026, Musk says

Elon Musk’s brain implant company Neuralink will start “high-volume production” of brain-computer interface devices and move to an entirely automated surgical procedure in 2026, Musk said in a post on the social media platform X on Wednesday.

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