Skip to content

Investment Policy

  • Science
  • Analytics
  • Who is Denis Avetisyan?

Science

Digital Chain Reaction: Recovering Private Keys from Polygon’s MEV Landscape

23.05.2026 by Ray Dalio

A new analysis reveals how predictable transaction signatures on the Polygon blockchain enable the recovery of private keys, jeopardizing MEV searchers and broader network security.

Categories Science

Europe’s Quantum Future: Securing Communications in a Post-Quantum World

23.05.2026 by Ray Dalio

The European Union is actively building a continent-wide quantum communication infrastructure to safeguard sensitive data against the looming threat of quantum computers.

Categories Science

Quantum Key Exposure: Beyond Simple Vulnerability

22.05.2026 by Ray Dalio

The study demonstrates that a multiplicative functional form consistently predicts endogenous elasticities-decreasing continuously from prior values as the ratio [latex]V^{a}E^{b}/\theta[/latex] shifts from less than to greater than one-and exhibits regime duality, contrasting with the fixed elasticities assumed by common specifications like CES and log-additive models, all while operating under parameters [latex]a=1.0[/latex], [latex]b=0.5[/latex], [latex]\theta=1.0[/latex], [latex]H=0.6[/latex], and [latex]M=1.15[/latex].

A new model demonstrates that assessing the risk of future decryption attacks on quantum cryptographic systems requires a fundamentally different approach than traditional security assessments.

Categories Science

Building Robust Quantum Simulations: Lessons from Continuous Testing

21.05.2026 by Ray Dalio

Following a system update on September 9, 2025, performance of the libNEGF CB setup on the JUWELS Booster exhibited a subtle decrease across two and four nodes, as indicated by elapsed time and energy consumption data-with recent runs distinguished by brighter coloration to highlight the impact of the maintenance.

This article explores how applying modern software engineering practices can dramatically improve the reliability and sustainability of high-performance computing codes used in quantum materials research.

Categories Science

Shredding Secrets Across the Tor Network

21.05.2026 by Ray Dalio

Ephemeral Tor circuits, initiated by a [latex]\text{NEWNYM}[/latex] control signal, facilitate the delivery of encrypted fragment bundles from a Quality Key Management System (QKMS) to clients-each hosting a Tor onion service-while maintaining separation between key requests and replies as data traverses the network.

A new key establishment scheme distributes encrypted data fragments across multiple circuits to defend against future quantum decryption attacks and enhance anonymity.

Categories Science

Beyond Algorithm Selection: Governing the Quantum Transition

19.05.2026 by Ray Dalio

Successfully navigating the shift to post-quantum cryptography demands a proactive, visibility-driven approach to asset prioritization and risk management.

Categories Science

Banking on Quantum Security: A Practical Path Forward

19.05.2026 by Ray Dalio

The secure exchange of information relies on the careful lifecycle management of digital certificates and cryptographic keys, a process essential for establishing trust and maintaining data integrity within any interconnected system.

This research details a real-world deployment of quantum-resistant cryptography within a financial institution, showcasing a framework for automated TLS configuration and hybrid key exchange.

Categories Science

Quantum Leaps in Brain Tumor Detection

18.05.2026 by Ray Dalio

The system demonstrates the potential for quantum-based methodologies to classify tumors in previously unseen MRI scans, assessing predictions not only by assigned class but also by the model’s confidence as indicated by softmax probabilities.

New research demonstrates how hybrid quantum-classical machine learning can improve the accuracy and reliability of medical image analysis.

Categories Science

Adaptive Vector Compression with Expert Choices

18.05.2026 by Ray Dalio

The system employs a decoupled, dual-stream architecture-an Instruction Stream and a Quantization Stream-where hyper-dimensional codebooks and a two-level Mixture-of-Experts mechanism facilitate implicit routing of expert signals to dynamically adapt base codebooks, enabling efficient parallel decoding and precise residual reconstruction as the system ages.

A new framework, RQ-MoE, dynamically selects compression strategies based on input data, promising significant gains in efficiency and speed.

Categories Science

Silent Vulnerabilities: How Quantization Unlocks Hidden Weaknesses in AI Models

17.05.2026 by Ray Dalio

New research reveals a subtle attack method that exploits the process of model compression, creating dormant vulnerabilities activated only after quantization.

Categories Science
Older posts
Newer posts
← Previous Page1 Page2 Page3 … Page176 Next →
© 2026 Investment Policy • Built with GeneratePress