Skip to content

Investment Policy

  • Science
  • Analytics
  • Who is Denis Avetisyan?

Science

Sharing is *Not* Caring: Serverless Co-Location Attacks and How to Stop Them

13.12.2025 by Ray Dalio

The study demonstrates that vulnerabilities in cloud infrastructure, specifically within Azure, permit co-location attacks-a compromise which suggests that even robust systems are subject to the inevitable erosion of security boundaries over time.

New research reveals how attackers can manipulate serverless cloud schedulers to run their code alongside targeted victims, potentially exposing sensitive data.

Categories Science

Quantum Teleportation Leaps Forward with Integrated Light States

13.12.2025 by Ray Dalio

The fidelity of coherent state teleportation, quantified by $F^{(\gamma)}_{\mathrm{ECS}}$, degrades with increasing coherent-state and squeezing amplitudes, ultimately approaching the $2/3$ classical limit-a fundamental constraint imposed when utilizing unpurified entangled resources for quantum state transfer.

Researchers have demonstrated a complete system for creating, refining, and utilizing complex light states to achieve high-fidelity quantum teleportation, pushing beyond the limits of classical physics.

Categories Science

Hidden Signals: Watermarking Language Model Output

13.12.2025 by Ray Dalio

The distribution of perplexity-a measure of model uncertainty-reveals performance differences between watermarking schemes when applied to large language models LLaMA-3B and Mistral-7B.

Researchers have devised a new method for subtly embedding verifiable signals within the text generated by language models, addressing growing concerns around authorship and authenticity.

Categories Science

Decoding CA-Polar Codes: A Pipeline for Enhanced Reliability

13.12.2025 by Ray Dalio

The calibration of a $64 \times 43 \times 32$ CA-polar code is verified, demonstrating successful implementation and foundational performance for subsequent applications.

Researchers have developed a complete decoding approach for CA-polar codes that significantly improves error correction capabilities and offers precise control over undetected errors.

Categories Science

Unlocking Go Binary Secrets with Zorya

13.12.2025 by Ray Dalio

Zorya streamlines workflow through optimizations focused on negated-path exploration, enabling efficient system performance by intelligently navigating potential obstacles and refining operational trajectories.

A new concolic execution framework, Zorya, dramatically improves vulnerability detection in Go programs by intelligently focusing on panic-inducing code paths.

Categories Science

Shielding Quantum Secrets: A New Defense Against Light-Injection Attacks

13.12.2025 by Ray Dalio

An optical fuse safeguards quantum key distribution systems against light-injection attacks by leveraging the properties of micro-ring resonators and the plasma refractive effect within titanium dioxide waveguides; during a resonant attack, the induced blue shift attenuates the malicious signal, while in a non-resonant scenario, the device functions as a filter, preserving normal signal propagation and maintaining system security-a process reliant on the space-charge field $ESCE_{\text{SC}}$.

Researchers have developed an integrated optical fuse leveraging the photorefractive effect to automatically protect quantum key distribution systems from malicious signal manipulation.

Categories Science

Quantum Circuits Predict Financial Volatility

12.12.2025 by Ray Dalio

A new approach leverages quantum circuit learning to model complex patterns in financial markets, offering a potential advantage over traditional time series analysis.

Categories Science

Quantum Networks Beat Isolation: A Path to Scalable Computing

12.12.2025 by Ray Dalio

A distributed quantum processing unit (QPU) architecture integrates three modules-$QPU_k$-and connects them to neighboring units, $QPU_{k\pm 1}$, establishing a network for enhanced computational capacity.

New research shows that linking smaller quantum processors, even with slow connections, can unlock performance gains over building a single, larger machine.

Categories Science

Shielding the Grid: Quantum Machine Learning Fortifies Power System Stability

12.12.2025 by Ray Dalio

The QSTAformer architecture anticipates eventual failure through its design, embedding a query-state transformer to model long-range dependencies within sequential data-a necessary compromise given the inherent limitations of any attempt to perfectly capture complex system dynamics with a finite model, represented as $Q$, $S$, and $T$ within the transformer blocks.

A new approach leverages quantum-enhanced transformers and adversarial training to protect power grids from cyberattacks that threaten short-term voltage stability.

Categories Science

Securing the 6G Future: Quantum AI and Blockchain Collide

12.12.2025 by Ray Dalio

The proposed QFLchain framework establishes a tiered blockchain architecture-integrating global, task-specific, and local networks-to orchestrate model deployment, decentralized learning, block creation, and ledger distribution among quantum edge devices, effectively forging a self-governing ecosystem for distributed quantum computation.

A new framework leverages the power of quantum computing, federated learning, and blockchain to address the critical security and scalability challenges of decentralized artificial intelligence in next-generation wireless networks.

Categories Science
Older posts
Newer posts
← Previous Page1 … Page107 Page108 Page109 … Page138 Next →
© 2026 Investment Policy • Built with GeneratePress