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Beyond the Honest Majority: Securing Decentralized Computation

05.02.2026 by Ray Dalio

New research demonstrates a path to reliable, large-scale decentralized computing even when malicious actors control the majority of nodes.

Categories Science

Mapping the Vote: A New Approach to Election Audits

05.02.2026 by Ray Dalio

Researchers have developed a graph-based method for verifying the accuracy of Single Transferable Vote elections, bolstering confidence in fair and secure outcomes.

Categories Science

Smarter Correlation: A New Approach to Quantum Chemistry’s Cost Problem

05.02.2026 by Ray Dalio

The study demonstrates that the calculated barrier heights for the [latex]PO^{-3}_{3} + H_2O[/latex] reaction are sensitive to the size of the virtual orbital space included in the active space calculation, with results converging towards full-space coupled cluster methods-CCSD, UCCSD(4), and CCSD(T)-and exhibiting distinctions between interacting (i-) and composite (c-) UCCSD(4)/MP2 approaches utilizing either canonical or natural orbitals.

Researchers have developed a method to significantly reduce the computational demands of accurate electronic structure calculations without sacrificing precision.

Categories Science

Code From AI: Are Smart Contracts Built on Shifting Sand?

05.02.2026 by Ray Dalio

A streamlined system facilitates vulnerability testing of smart contracts generated by agents, functioning through sequential modules of collection, feature extraction, prompt generation, agent-driven code creation, and ultimately, comprehensive vulnerability analysis-a process acknowledging the inherent decay of even digitally constructed systems.

A new analysis reveals that smart contracts generated by artificial intelligence models often harbor significant security flaws, demanding greater scrutiny before deployment.

Categories Science

Hidden in Plain Numbers: A New Steganographic Approach

05.02.2026 by Ray Dalio

Researchers are exploring a unique method of concealing data within numerical sequences, leveraging the mathematical properties of semigroups.

Categories Science

Speeding Up IoT Security with RISC-V Crypto Acceleration

05.02.2026 by Ray Dalio

The Crypto-RV architecture, implemented on a ZCU102 FPGA SoC, demonstrates a hardware realization of cryptographic primitives, enabling accelerated and potentially provable security implementations.

A new FPGA-based co-processor efficiently unifies multiple cryptographic algorithms to deliver significant performance and energy gains for resource-constrained devices.

Categories Science

Beyond Certificates: Securing 5G with Identity-Based Encryption

05.02.2026 by Ray Dalio

A new approach to authentication replaces traditional certificate-based systems with a streamlined, identity-based encryption scheme designed for the demands of modern 5G networks and cloud infrastructure.

Categories Science

Slimmer Sets: A New Filter Cuts Through Data Bloat

05.02.2026 by Ray Dalio

ZOR filters demonstrate a performance sensitivity to query composition, exhibiting differing response times for positive and negative searches across varying arities, a disparity lessened-though not eliminated-by the introduction of ordering constraints.

Researchers have developed ZOR filters, a novel approach to representing sets of data that offers a compelling trade-off between speed and memory usage.

Categories Science

Squeezing More From Less: Quantizing Large Language Models for Efficiency

05.02.2026 by Ray Dalio

D2Quant consistently achieved superior performance across all evaluation metrics when quantizing the Qwen-3-8B model to 2-bit precision, exceeding the capabilities of other weight-only post-training quantization methods.

A new method dramatically improves the performance of large language models when using extremely low-precision weights, opening the door to more accessible and efficient AI.

Categories Science

Squeezing More from Less: Smarter Quantization for Large Language Models

05.02.2026 by Ray Dalio

The proposed method, FAQ, establishes a framework for achieving quantifiable accuracy in algorithmic solutions, prioritizing provable correctness over empirical testing and embracing mathematical purity as the cornerstone of robust design.

A new method previews future data to significantly improve the compression of large language models without sacrificing accuracy.

Categories Science
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