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Pinpointing the Force Behind Quarks: A New Value for the Strong Coupling Constant

04.01.2026 by Ray Dalio

The CT25 NNLO fit demonstrates that uncertainties in [latex]\alpha_{s}(M_{Z})[/latex] are modulated by the credibility level applied to both global and dynamical tolerance criteria, with the dynamic tolerance error band computed across a dataset of 49 published results establishing a quantifiable range for this sensitivity.

A comprehensive global analysis of particle physics data yields a precise determination of αs, a fundamental parameter governing the strong nuclear force.

Categories Science

Unmasking Device Secrets: A Deep Dive into Power-Based Attacks

04.01.2026 by Ray Dalio

Application-specific power side-channel attacks exploit vulnerabilities across diverse domains-from cryptographic systems and machine learning models to user behavioral patterns and assembly code-through various probing interfaces on targeted devices.

This review explores the growing threat of power side-channel attacks and the techniques used to exploit vulnerabilities in electronic devices.

Categories Science

Beyond Truthfulness: Gauging the Real Reliability of AI Models

04.01.2026 by Ray Dalio

As large language models become increasingly integrated into critical applications, a more nuanced understanding of their reliability-beyond simple accuracy-is essential.

Categories Science

Untangling Impurities in a Quantum Material

04.01.2026 by Ray Dalio

On-center adsorption of iron correlates with localized electronic states and charge density modulations, as evidenced by spectroscopic measurements and theoretical calculations revealing spin-resolved density of states localized at the iron atom and neighboring tantalum sites, alongside charge density differences indicative of both [latex] d_{z^2} [/latex]-like character and charge density wave modulations on the surface.

New research reveals that interactions between magnetic atoms and a layered material are driven by direct chemical bonding, not complex quantum effects.

Categories Science

From Particles to Probability: Taming Chaos in Kinetic Equations

04.01.2026 by Ray Dalio

New research demonstrates how order emerges from seemingly random particle interactions in a fundamental equation governing gas behavior.

Categories Science

Saving Giants: Optimizing Data Handling for Massive AI Models

04.01.2026 by Ray Dalio

Model checkpoint sizes vary considerably, demonstrating that architectural complexity does not strictly correlate with file size and suggesting opportunities for optimization based on model-specific characteristics.

As large language models grow in size, efficiently saving and restoring their state becomes a critical performance bottleneck.

Categories Science

String Theory’s Hidden Algebra

04.01.2026 by Ray Dalio

The string network [latex]\mathcal{P}\_{\mathrm{SY}}(\vec{r},\vec{s})[/latex] visualizes a bound state of dyons within the framework of Stern-Yi theory, demonstrating a topological structure that encapsulates their interaction and confinement.

New research connects the behavior of strings to a complex mathematical structure, offering insights into the dynamics of quantum fields.

Categories Science

Path Integrals Reimagined: A New Framework for Quantization

03.01.2026 by Ray Dalio

Researchers have developed a novel approach to geometric quantization by directly constructing a prequantum groupoid from the space of paths, offering a unifying framework for diverse quantum mechanical concepts.

Categories Science

Keeping AI Agents on Track: A New Approach to Reliable Action

03.01.2026 by Ray Dalio

Researchers have developed a framework to ensure language-based AI agents consistently act safely and predictably over time.

Categories Science

Unconventional Resistance: Quantum Origins of Negative Magnetoresistance

03.01.2026 by Ray Dalio

New research unveils the quantum mechanical basis for an unusual phenomenon in multi-Weyl semimetals, where magnetic fields decrease electrical resistance.

Categories Science
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