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Securing the Loop: UAV-Based Systems Under Attack

04.03.2026 by Ray Dalio

A closed-loop system-comprising a sensor, an edge intelligence hub deployed on a UAV, and a ground robot-is deliberately architected for vulnerability, as an eavesdropper intercepts communications along both the sensor-to-hub and hub-to-robot channels, anticipating the compromise of task information and highlighting the inherent fragility of reliance on networked intelligence.

This review explores how to protect sensitive data and maintain reliable control in unmanned aerial vehicle networks facing potential eavesdropping.

Categories Science

Shielding Federated Learning from Data Sleuths

04.03.2026 by Ray Dalio

New research offers a robust defense against attacks that aim to identify the origin of data used in collaborative machine learning.

Categories Science

Untangling Mirabolic Hecke Algebras with Schur-Weyl Duality

03.03.2026 by Ray Dalio

A new approach reveals the structure of mirabolic Hecke algebras and their surprising connections to quantum groups and Hall-Littlewood functions.

Categories Science

Building Trust: A New Architecture for Verifiable Process Integrity

03.03.2026 by Ray Dalio

Researchers have developed a novel system leveraging secure enclaves to continuously verify software authorship and runtime behavior, even under attack.

Categories Science

The Hidden Order in Language Model Memory

03.03.2026 by Ray Dalio

Current key-value (KV) cache compression evaluations prioritize broad task accuracy, but a controlled synthetic framework reveals deeper vulnerabilities-specifically, structural reachability limits, routing failures, and semantic degradation-when compression pressures intensify.

New research reveals how compressing the memory of large language models fundamentally alters their ability to access and utilize information.

Categories Science

Quantum Chains: Wiring Up Molecular Light Sources

03.03.2026 by Ray Dalio

Researchers have successfully linked molecular quantum emitters on a single chain, paving the way for brighter, more efficient quantum photonic devices.

Categories Science

Beyond the Sign Problem: Where Quantum Computers Can Unlock Hadron Physics

03.03.2026 by Ray Dalio

A new analysis suggests quantum computation offers a path forward for tackling notoriously difficult problems in quantum chromodynamics, though stable hadron calculations remain within the reach of classical methods.

Categories Science

Speeding Up AI: A New Approach to Faster Language Generation

03.03.2026 by Ray Dalio

Quasar enhances decoding throughput by utilizing low-bit quantization for verification, alleviating memory bandwidth constraints that typically limit the performance of full-precision verification methods.

Researchers have developed a novel framework that dramatically accelerates large language model inference by focusing on optimizing the verification process.

Categories Science

Data Privacy on the Move: Securing IoT and Vehicle Networks

03.03.2026 by Ray Dalio

A system architecture facilitates secure data sharing from Internet of Things and vehicular sources, employing privacy primitives to protect information as it flows to decentralized storage and ultimately reaches authorized consumers.

A comprehensive review explores the evolving landscape of privacy-preserving architectures for the increasingly connected worlds of the Internet of Things and vehicular communications.

Categories Science

The Limits of Secrecy: Building Truly One-Time Programs

03.03.2026 by Ray Dalio

New research explores the challenges of creating perfectly secure one-time programs and proposes a pathway toward achieving a practical level of security known as ‘SEQ security’.

Categories Science
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