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Squeezing the Strong Force: A New Analytical Approach to Femtoscopy

13.02.2026 by Ray Dalio

A square-well potential defines a region where a particle experiences a constant potential energy, effectively confining it within defined boundaries due to the potential difference between the well's interior and exterior [latex] V(x) [/latex].

Researchers have developed a novel analytical solution for modeling the nucleon-nucleon interaction, offering a powerful alternative to computationally intensive methods in femtoscopic studies.

Categories Science

Safeguarding AI’s Reasoning: A New Era of Prompt and Context Security

13.02.2026 by Ray Dalio

Researchers are developing methods to ensure AI systems consistently adhere to intended policies and resist manipulation through carefully crafted inputs.

Categories Science

Keeping Blockchains Honest: The Economics of Secure Alerting

13.02.2026 by Ray Dalio

A sequential alerting protocol assigns nodes to discrete time slots, enabling each to signal during its designated turn, and terminates immediately upon the first successful alert.

A new analysis reveals the economic limits of bribery in blockchain alerting systems and introduces practical protocols to maximize security.

Categories Science

Beyond Broken Screens: Reimagining Mobile Security for Intelligent Agents

12.02.2026 by Ray Dalio

A lifecycle-based security analysis comprehensively maps the adversarial attack surface of GUI-based mobile agents onto four distinct phases - Identity & Trust Anchoring, Perceptual Authenticity & Safety, Cognitive Security, and Action Access Control & Accountability - across the mobile OS control stack, thereby pinpointing critical vulnerabilities at each layer and establishing a framework for robust mobile security.

A new operating system architecture aims to secure the rapidly evolving landscape of mobile assistants by shifting away from visual interfaces and embracing structured, secure communication.

Categories Science

Mapping Matter: Connecting Lattice Gauge Theories to Spin Chains

12.02.2026 by Ray Dalio

New research reveals surprising connections between two-dimensional Rokhsar-Kivelson models and one-dimensional spin chains, offering insights into emergent quantum phenomena.

Categories Science

Unlocking the Structure of Exotic Tetraquarks

12.02.2026 by Ray Dalio

The study reveals how the sum-rule diagnostics and extracted magnetic dipole moment fluctuate with the Borel mass [latex]M^2[/latex] within the [latex]\bar{u}c[/latex][latex]\bar{u}s[/latex] and [latex]\bar{d}c[/latex][latex]\bar{d}s[/latex] flavor compositions, demonstrating convergence assessed by varying continuum thresholds and pinpointing a working window defined by a minimum 40% pole contribution to ensure reliable magnetic moment calculations.

New calculations reveal key properties of charm-strange hadronic molecules, offering insights into the internal dynamics of these unusual particles.

Categories Science

Beyond Symbols: Rethinking Communication with Predictive State

12.02.2026 by Ray Dalio

Predictive State Communication (PSC) minimizes transmission overhead by enabling a receiver to speculate on incoming data continuity, requiring the sender to transmit only compact patches to correct errors-a strategy demonstrated by a reduction in innovation load as token rates increase and operation within a feasible rate range defined by starvation and capacity limits-rather than full retransmissions, thereby optimizing communication efficiency as governed by [latex] \text{innovation load} [/latex] and [latex] \text{token rate} [/latex].

A new paradigm shifts the focus from transmitting data to synchronizing internal states, promising more efficient communication in challenging environments.

Categories Science

Safe Robotics: Guiding Robots Through Tight Spaces

12.02.2026 by Ray Dalio

A new approach leverages geometric shapes and distance fields to enhance collision avoidance and improve robot maneuverability in complex environments.

Categories Science

Securing the IoT: A New Trust Architecture

12.02.2026 by Ray Dalio

A novel Internet of Things security architecture leverages the combined strengths of Trusted Execution Environments, semantic middleware, and blockchain technologies to establish a robust and layered defense.

A comprehensive framework leverages trusted execution, semantic technologies, and blockchain to fortify the rapidly expanding Internet of Things.

Categories Science

Smarter Inference: Adapting Large Language Models to Run Faster

12.02.2026 by Ray Dalio

QTALE demonstrates competitive win rates against D-LLM on the AlpacaEval benchmark-as assessed by GPT-4o mini-and maintains performance even when employing aggressive 4-bit quantization of the LLaMA3.2-3B model’s weights, suggesting robustness to reduced precision.

A new framework intelligently adjusts how large language models process information, delivering significant performance gains without sacrificing accuracy.

Categories Science
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