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Science

Spinning the Light-Front: New Constraints on Higher-Spin Theories

17.02.2026 by Ray Dalio

A new analysis of quartic interactions within the light-cone gauge reveals fundamental limitations and potential avenues for constructing consistent theories of massless spinning fields.

Categories Science

Private Data in a Decentralized World

17.02.2026 by Ray Dalio

The example demonstrates how a basic lookup table, specifically a BFLUT as detailed in reference [5], can yield valuable data.

A new approach to database design leverages bloom filters to enhance privacy and security for Web3 applications.

Categories Science

Reasoning Models: How Easily Can They Be Led Astray?

16.02.2026 by Ray Dalio

Confidence-aware generation ([latex]CARG[/latex]) consistently stabilizes performance across standard large language models, yet fails to benefit-and sometimes diminishes the accuracy of-models demonstrating substantial reasoning capabilities.

New research reveals that while large reasoning models demonstrate improved consistency, they remain surprisingly vulnerable to subtle manipulation in extended conversations.

Categories Science

Navigating Risk in Collaborative AI

16.02.2026 by Ray Dalio

New research provides a mathematically proven method for training multi-agent systems to make stable, risk-aware decisions in complex environments.

Categories Science

Can Your Voice Search Handle the Noise?

16.02.2026 by Ray Dalio

The SQuTR benchmark establishes a rigorous pipeline for evaluating spoken query retrieval, constructing high-fidelity queries from existing information retrieval datasets while simulating diverse acoustic conditions to assess both cascaded and end-to-end retrieval systems under realistic noise.

A new benchmark assesses how well spoken query retrieval systems perform in real-world acoustic conditions, moving beyond ideal lab settings.

Categories Science

Secure Ballots: The Cryptographic Underpinnings of Electronic Voting

16.02.2026 by Ray Dalio

This review explores the essential cryptographic techniques that guarantee both the privacy of voters and the integrity of electronic elections.

Categories Science

Erasing Memories: Protecting Language Models After Compression

16.02.2026 by Ray Dalio

New research shows how to effectively remove specific information from large language models even after they’ve been compressed for efficient deployment.

Categories Science

Dancing with Protocols: A Language for Secure Choreography

16.02.2026 by Ray Dalio

A new formal language, CryptoChoreo, enables rigorous modeling and automated verification of complex, stateful cryptographic protocols.

Categories Science

Smarter Solvers: Boosting Accuracy in Corrupted Linear Systems

16.02.2026 by Ray Dalio

Subsampling with Weighted Least-Squares Quantile Regression Keying (WL-QRK) demonstrates faster convergence than standard Quantile Regression Keying across a range of corruption scenarios, while Regression Keying itself fails to achieve convergence, highlighting the efficacy of weighted approaches in mitigating data degradation.

A new iterative method intelligently filters out unreliable data, accelerating and improving the robustness of solutions for linear equations affected by noise and errors.

Categories Science

Scaling Electronic Correlation to Nanoscale Systems

16.02.2026 by Ray Dalio

The stochastic cluster expansion method accurately models the total correlation energy throughout the Menshutkin reaction-the transfer of a methyl group from methyl chloride to ammonia, forming methylammonium and chloride-achieving this for a defined five-orbital occupied subspace and eight-orbital unoccupied subspace, and quantifying uncertainty through standard error calculated across twenty-five stochastic samples.

A new computational method efficiently tackles the complex problem of calculating electronic correlation energies in large, complex materials.

Categories Science
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