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Beyond Square Roots: New Insights into Number Theory’s Cancellation Problem

31.12.2025 by Ray Dalio

A new study delves into instances where sums in number theory cancel out more effectively than previously understood, potentially unlocking new proofs about prime numbers and arithmetic progressions.

Categories Science

Cracking the Code: New Attack Bypasses AI Safety Barriers

31.12.2025 by Ray Dalio

EquaCode presents an integrated attack strategy wherein malicious queries are recast as mathematical equations - encompassing subject, tool, and procedural steps - and then embedded within a specialized Solver class, compelling large language models to execute harmful actions and articulate the associated tools within the solve function, thereby inducing completion of dangerous procedures.

Researchers have developed a novel method that leverages an AI’s own abilities in math and coding to circumvent its built-in safety protocols and generate potentially harmful content.

Categories Science

Beyond the Vote: Scaling DAO Governance with Verifiable Computation

31.12.2025 by Ray Dalio

A new framework proposes leveraging off-chain computation and attestation to enable more sophisticated, continuous, and intelligent governance mechanisms for decentralized autonomous organizations.

Categories Science

Securing the Connected Web: Can AI Outsmart IoT Attacks?

31.12.2025 by Ray Dalio

A blockchain-based Internet of Things system integrates homomorphically-encrypted Attribute-Based Access Control with trust-oriented delegated consensus and reinforcement learning-based defense mechanisms to enhance security and resilience.

A new analysis pits reinforcement learning algorithms against a barrage of threats targeting blockchain-based Internet of Things networks.

Categories Science

Beyond Silicon: Engineering Quantum Coherence in Hybrid Qubits

31.12.2025 by Ray Dalio

Solid-state qubit platforms span a considerable size range-from spin qubits leveraging semiconductor quantum dots around 100 nm to superconducting qubits exceeding 100 μm-and emerging hybrid devices aim to combine the compact footprint of semiconductor designs with the circuit-QED readout capabilities established in superconducting systems.

This review explores the emerging field of hybrid semiconductor-superconductor qubits and their potential to overcome the limitations of traditional quantum bits.

Categories Science

Beaming Data: Making Quantum Teleportation Practical

30.12.2025 by Ray Dalio

A quantum teleportation protocol leverages a shared two-mode squeezed state-distributed via a low-loss quantum channel-and a feedforward mechanism to reconstruct an input state at a distant location, relying on a Bell-type measurement and local unitary operations informed by classical communication, where the ensemble of input states is defined by a truncated Gaussian distribution, acknowledging the inherent decay of fidelity through noisy channels.

New research explores how to reliably transmit quantum information over realistic communication channels, despite noise and signal loss.

Categories Science

Broken Keys: How Weak Primes Still Undermine RSA Encryption

30.12.2025 by Ray Dalio

Despite its mathematical foundations, the security of widely-used RSA encryption remains surprisingly vulnerable to flaws in how prime numbers are chosen during key generation.

Categories Science

Simulating Fault-Tolerant Quantum Circuits at Scale

30.12.2025 by Ray Dalio

The circuit, designed with a dimensionality of three, excludes noise channels and final Pauli product measurements to isolate core computational processes.

Researchers have developed a high-performance simulator, SOFT, to explore the practical limits of fault-tolerant quantum computation.

Categories Science

Decoding the Timing Secrets of Post-Quantum Crypto

30.12.2025 by Ray Dalio

Kyber’s worst-case power consumption-a combination of idle draw and cache-index leakage-exhibits a distribution meticulously characterized through statistical methods including histograms, kernel density estimation, and empirical cumulative distribution functions, alongside a detailed visualization using violin plots to reveal the underlying data structure.

A new statistical model quantifies the risk of side-channel attacks targeting the execution time of lattice-based cryptography, revealing key vulnerabilities.

Categories Science

Quantum Zeno Meets Special Relativity

30.12.2025 by Ray Dalio

A continuously monitored qubit, subject to dynamically adjusted measurement angles, demonstrates that the inferred quantum dynamics are not simply a consequence of present conditions but are retroactively determined by future choices, manifesting as hyperbolic or rotational backaction on the Bloch sphere and ultimately unfolding on a four-dimensional lightcone where informational measurement produces purely hyperbolic motion while non-informational measurement induces rotations-a process wherein the system’s evolution is shaped by a duality phase and the inherent delay between qubit and amplifier.

New research reveals a surprising link between monitoring a qubit and the dynamics of a charged particle in spacetime.

Categories Science
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