Skip to content

Investment Policy

  • Science
  • Analytics
  • Who is Denis Avetisyan?

Science

Drone Hacking: 5G’s Hidden Weakness

07.03.2026 by Ray Dalio

A security assessment identifies potential vulnerabilities within a 5G core network stemming from malicious actions by authorized internal actors.

New research reveals critical vulnerabilities in 5G Standalone networks that could allow attackers to compromise unmanned aerial vehicle (UAV) communications and control.

Categories Science

Chasing Ghosts in the Machine: Securing Collaborative AI Systems

07.03.2026 by Ray Dalio

A multi-stage adversarial prompt assesses a policy agent’s capacity to identify illicit control flow and data exfiltration concealed within seemingly harmless text.

As artificial intelligence increasingly relies on interconnected agents, detecting sophisticated attacks requires tracing the flow of information between them.

Categories Science

The Topology of Trust: Solving Elections in Anonymous Networks

07.03.2026 by Ray Dalio

A quasi-covering, specifically the ball [latex]B_{\mathbf{D}_1}(v_1, r)[/latex], identifies regions within one graph ([latex]\mathbf{D}_1[/latex]) that exhibit local structural similarity to another graph ([latex]\mathbf{D}_0[/latex]), effectively demonstrating the existence of substantial areas sharing a common local appearance.

New research reveals how understanding network structure can unlock reliable leader election even when identities are hidden and randomness is shared.

Categories Science

Beyond the Horizon: When Black Holes Lose Their Identity

07.03.2026 by Ray Dalio

The study delineates the domain of existence for solutions induced by curvature, quantifying deviations from the Kerr solution-characterized by dimensionless spin and coupling parameter [latex] -\alpha/M^{2} [/latex]-through measurable properties including horizon area [latex] A_{s} [/latex], Hawking temperature [latex] T_{s} [/latex], entropy [latex] S_{s} [/latex], and scalar charge [latex] Q_{s} [/latex].

New research demonstrates that black holes aren’t always defined by just mass and spin, revealing multiple stable configurations arising from a complex interplay of gravity and scalar fields.

Categories Science

Counting to Complexity: Analyzing Reachability in Counter Automata

07.03.2026 by Ray Dalio

A new analysis defines the limits of determining reachable states in vector addition systems with integer counters, offering insights into the inherent computational difficulty of these systems.

Categories Science

Smarter Federated Learning: Balancing Security, Accuracy, and Speed

07.03.2026 by Ray Dalio

A new approach interleaves privacy-enhancing techniques to optimize the delicate trade-off between data protection, model quality, and computational cost in distributed machine learning.

Categories Science

Unwinding Quantum Change: How Symmetry Reveals Dynamical Transitions

07.03.2026 by Ray Dalio

The study demonstrates that the dynamics of a quantum system undergoing a quench - a rapid change in parameters from [latex](\mu_0, \Delta_0) = (0.5, -1)[/latex] to either [latex](\mu, \Delta) = (1.5, 1)[/latex] or [latex](0.8, 1)[/latex] - exhibit distinct behaviors dependent on the number of modes satisfying the condition [latex]\cos(2\delta\theta_{k_c}) = 0[/latex]; specifically, the resulting dynamical mode energy [latex]\tilde{\lambda}_{k_n}(t)[/latex] at time [latex]t_c[/latex] varies with the parameter [latex]m_2[/latex], highlighting a nuanced relationship between quench protocols, mode excitation, and system energy.

New research clarifies the behavior of quantum systems undergoing rapid change by tracking how their internal symmetries evolve over time.

Categories Science

The Random Walk of Quantum Light

07.03.2026 by Ray Dalio

New research reveals the fundamental role of stochastic processes in subdiffraction laser writing, impacting the scalability of integrated quantum photonics.

Categories Science

Squeezing More From Every Bit: A New Approach to Model Compression

07.03.2026 by Ray Dalio

WaterSIC distinguishes itself from other algorithms by leveraging entropy to report rates, a method shared only with Huffman-GPTQ, while comparative methods rely on log-cardinality-a divergence in approach to quantifying information density.

Researchers have developed a novel quantization method that dramatically reduces model size with minimal loss of accuracy, pushing the boundaries of efficient large language model deployment.

Categories Science

When Collaboration Goes Wrong: The Hidden Risks of AI Teams

07.03.2026 by Ray Dalio

LLM-based multi-agent systems demonstrably amplify initial errors-whether factual inaccuracies or failures of fidelity-leading agents toward a shared, incorrect consensus and precipitating outcomes ranging from security compromises to systemic failures.

As more complex tasks are delegated to groups of AI agents, understanding how errors spread and amplify within these systems becomes critical.

Categories Science
Older posts
Newer posts
← Previous Page1 Page2 Page3 Page4 … Page130 Next →
© 2026 Investment Policy • Built with GeneratePress