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Gleeok-128 Cracked: New Attacks Expose Key Weaknesses

07.12.2025 by Ray Dalio

Gleeok-128 distinguishes itself through specific attacks and branching strategies, evidenced by a comprehensive analysis spanning twelve rounds of operation.

A comprehensive third-party analysis reveals practical key-recovery attacks against the Gleeok-128 pseudorandom function, challenging its security assumptions.

Categories Science

Coloring the Code: A New Approach to Error Correction

07.12.2025 by Ray Dalio

Researchers have developed a novel framework for constructing efficient error-correcting codes inspired by the principles of distributed graph coloring.

Categories Science

Beyond Stabilization: A New Era for Adaptive Control

07.12.2025 by Ray Dalio

Despite an unstable initial controller, the Laplacian system demonstrates robustness, as indicated by the median values (solid lines) and 20%-80% confidence windows across 1000 trials with an exploration rate of 0.1.

Researchers have developed a novel adaptive Linear Quadratic Regulator (LQR) algorithm that achieves guaranteed stability and optimal performance without relying on pre-defined stabilizing controllers or complex exploration schemes.

Categories Science

Shaping Signals in the Shadows: Adaptive Surfaces for Covert Communication

07.12.2025 by Ray Dalio

A communication system leverages the inherent fragility of frequency-routed interference signals - specifically, the $FRIS-FRIS$ method - to establish a covert channel, accepting the inevitability of signal disruption as a feature, not a bug.

Researchers are exploring how dynamically adjustable wireless surfaces can bolster secure, low-power communication by cleverly manipulating signal paths.

Categories Science

Bridging the Gap: Smarter Retrieval Across Different Data Domains

06.12.2025 by Ray Dalio

The proposed PSCA framework establishes a foundation for subsequent analysis, anticipating that even the most innovative architectures will inevitably accrue technical debt as production demands expose unforeseen limitations.

A new framework enhances cross-domain information retrieval by focusing on semantic consistency and learned data representations.

Categories Science

Chain Reaction: Exploiting Trust in AI Agent Networks

06.12.2025 by Ray Dalio

The system explores vulnerabilities arising from network topology, demonstrating how a multi-hop attack can propagate through interconnected nodes, effectively bypassing localized defenses and amplifying its impact across the system.

New research reveals how attackers can cascade vulnerabilities through interconnected AI agents, and introduces a defense mechanism to prevent these systemic failures.

Categories Science

Ask and Learn: Building Conversational AI That Evolves With Knowledge

06.12.2025 by Ray Dalio

This study demonstrates a comparative analysis between SEAL and KB-Binder models when applied to a multi-turn question answering task utilizing the SPICE dataset.

Researchers have developed a new framework that allows AI agents to not only answer complex questions using knowledge graphs, but also improve their reasoning abilities over time through self-directed learning.

Categories Science

Kubernetes Configuration Gone Wrong: A Deep Dive into Common Defects

06.12.2025 by Ray Dalio

A new study identifies and categorizes the pervasive configuration errors plaguing Kubernetes deployments, offering practical tools for improved reliability and security.

Categories Science

Smarter Fuzzing: Reusing Past Tests to Find Future Processor Bugs

06.12.2025 by Ray Dalio

ReFuzz introduces a novel fuzzing framework that accelerates vulnerability discovery in processor-under-tests (PUTs) by strategically reusing effective test cases from prior analyses, thereby improving fuzzing efficiency and increasing the identification of $Vuls$ (vulnerabilities).

A new framework intelligently repurposes existing processor test cases to significantly improve the efficiency of hardware vulnerability detection.

Categories Science

Quantum Communication Gets a Hollow Boost

06.12.2025 by Ray Dalio

A comparative analysis of nested anti-resonant nodeless hollow core fiber (NANF) and standard single-mode fiber (SMF) within a Mach-Zehnder interferometer-employing a 2km spool length, polarization control, and a 36 GHz oscilloscope capturing signals at 200 kS/s-demonstrates the potential for NANF to exhibit distinct temporal responses relative to conventional fiber, suggesting a pathway toward high-bandwidth optical communication.

Researchers demonstrate that hollow-core fiber can maintain signal integrity for long-distance quantum key distribution, offering a pathway to more secure and robust networks.

Categories Science
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