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Speeding Up RISC-V with Open-Source Storage

15.03.2026 by Ray Dalio

A new open-source SD host controller implementation for RISC-V SoCs delivers significant performance gains and reduced silicon footprint.

Categories Science

Unlocking the Kaon’s Inner World

15.03.2026 by Ray Dalio

The study presents three-dimensional representations of the twist-2 transverse momentum dependent parton distribution function [latex]f_1(x,k_\perp)[/latex] for the kaon, specifically examining contributions from strange quarks, up/down quarks, and gluons-results obtained through averaging calculations utilizing maximum basis sizes of 12, 14, and 16, with a fixed value of K=15, to map the distribution within the kaon’s internal structure.

New calculations reveal the transverse structure of the kaon, offering insights into the distribution of its constituent particles.

Categories Science

Taming Matrix Exponentials for Smoother Simulations

15.03.2026 by Ray Dalio

For a given time constant [latex]\tau = \bar{h}[/latex], each tested matrix exhibited errors within acceptable tolerances across all methods, despite occasional overestimations, demonstrating a robustness in performance despite inherent imperfections.

A new framework improves the accuracy and efficiency of computing matrix exponentials-critical for modeling complex physical phenomena like advection-diffusion-by leveraging a transformed matrix’s numerical range.

Categories Science

Beyond the Basics: Refining Atomic Calculations with High-Order Waves

15.03.2026 by Ray Dalio

Refinements to calculations of scandium’s binding energies - specifically for the ground state multiplet [latex]D_{gs}^{2}[/latex] and the multiplets [latex]D_2^{2}D[/latex] and [latex]D_o^4{}^{4}D^{o}[/latex] - utilize corrections derived from both S and D excitations and are fitted with functions of the form [latex]A/L^q[/latex], demonstrating the nuanced precision required when probing the fundamental properties of matter.

New research demonstrates the critical role of high partial waves in accurately modeling the electronic structure of polyvalent atoms like scandium.

Categories Science

Tying Code to Silicon: A New Approach to Embedded Security

15.03.2026 by Ray Dalio

A dual-layer security scheme hinges on the successful recovery of a Boolean expression from a target device-where a Physical Unforgeable Function (PUF) response dictates the Boolean assignment-otherwise, a predefined alternative dataset is returned, acknowledging that failure in expression recovery or a mismatched PUF response compromises the integrity of the original secret data.

Researchers have developed a method to securely bind embedded software to specific hardware, protecting intellectual property and ensuring functionality only on authorized devices.

Categories Science

Predicting the Unknown: Smarter Uncertainty Estimates for Physics-Based AI

15.03.2026 by Ray Dalio

Neural operator architectures are investigated alongside a novel structure-aware uncertainty quantification scheme, allowing for a rigorous assessment of predictive confidence within these complex models.

A new approach focuses uncertainty quantification in neural operator models on key structural components, improving the accuracy and efficiency of predictions for complex physical systems.

Categories Science

The Strange Metal Mystery: Could Quantum Fluctuations Explain Linear Resistivity?

15.03.2026 by Ray Dalio

As a system approaches an electronic quantum critical point, phonon softening and renormalization of the long-wavelength dispersion increase the density of low-energy phonon states, with the thermally excited phonon phase-space volume scaling as [latex]T^{d/z_p}[/latex], where [latex]d[/latex] represents spatial dimension and [latex]z_p[/latex] is the phonon dynamical exponent-a larger [latex]z_p[/latex] indicating a greater low-energy phonon phase space and, consequently, increased scattering potential, particularly when [latex]z_p > d[/latex].

New research explores whether the softening of atomic vibrations driven by electronic quantum criticality can account for the unusual linear temperature dependence observed in certain metallic materials.

Categories Science

Shaping Nuclear Decay: How Carbon Isotopes Reveal the Power of Deformation

15.03.2026 by Ray Dalio

The distributions of B(GT(-)) transition strengths in [latex]^{16}C[/latex] nuclei were analyzed using the SkP, SLy4, and SGII parameterizations, demonstrating the sensitivity of these spectroscopic properties to the chosen nuclear force model.

A new study delves into the subtle interplay of shape and structure within carbon isotopes to better understand the forces governing nuclear decay.

Categories Science

Guiding AI Code: Securing Generations with Internal Logic

15.03.2026 by Ray Dalio

The study delineates a multi-dimensional analytical framework for assessing code security concepts, encompassing various perspectives to provide a comprehensive evaluation of vulnerabilities and resilience.

Researchers are demonstrating a way to steer large language models towards creating more secure code by directly influencing their internal thought processes.

Categories Science

Context is King: Smarter Caching for Long-Form AI

14.03.2026 by Ray Dalio

The system extends initial context with a synthetic sequence to preemptively compute attention scores and establish token importance, subsequently compressing the key-value cache by retaining only the most relevant tokens-a process that prioritizes informed decoding from the original context’s starting position, rather than expanding the scope of attention.

A new approach to managing memory in large language models prioritizes the position of data, not just the data itself, enabling more efficient processing of extended text.

Categories Science
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