As large language models become increasingly powerful, ensuring they can ‘unlearn’ incorrect information is critical, but existing techniques falter when applied to compressed AI models.
Researchers are leveraging tensor networks and qudit-based quantum circuits to explore the complex dynamics of quantum electrodynamics in a simplified 2+1D model.
![The system distills information into a sparse vector of length [latex]N=8[/latex], strategically retaining only [latex]K=2[/latex] non-zero elements - a technique for efficient representation despite inherent chaos.](https://arxiv.org/html/2601.16012v1/x1.png)
A new approach to sparse vector coding significantly reduces computational complexity for ultra-reliable, low-latency communication systems.
New research reveals that simulating certain types of gauge theories on quantum computers requires surprisingly fewer resources than previously thought.
Researchers are exploring how blockchain technology can streamline spectrum sharing and create new economic models for wireless resources.
New research demonstrates how stabilizer codes and induced channel analysis can refine our understanding of how much information can be reliably transmitted through noisy quantum channels.
New research explores when quantum machine learning can offer an advantage in predicting antibiotic effectiveness, revealing key data characteristics that signal potential benefits.
A novel geometric approach simplifies the classification of multi-qubit entanglement, offering a faster alternative to traditional decomposition methods.
![The study demonstrates that spin singlets, arranged around a vortex core carrying a spin of [latex]\frac{1}{2}[/latex], locally restore four-fold lattice rotation symmetry, indicating a fundamental relationship between spin configuration and symmetry in the system.](https://arxiv.org/html/2601.14398v1/x1.png)
Researchers propose a novel quantum critical point exhibiting internal supersymmetry, potentially unlocking a new universality class in condensed matter physics.
As electric vertical takeoff and landing (eVTOL) aircraft prepare for takeoff, ensuring robust cybersecurity is paramount for safe and reliable urban air mobility.