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Resilient Data: How Majority Logic Ensures Reliable Code Recovery

15.01.2026 by Ray Dalio

The study demonstrates that bit decoding failure probability transitions across distinct availability regimes-linear, polylogarithmic, and sub-logarithmic-as evidenced by the comparison of empirical and theoretical results with a failure probability of [latex] p_f = 0.2 [/latex] and redundancy of [latex] r = 4 [/latex].

A new analysis demonstrates that locally repairable codes, when paired with majority-logic decoding, can achieve near-perfect data recovery even with significant data loss.

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Beyond Rough Paths: A Simpler Approach to Option Replication

14.01.2026 by Ray Dalio

New research reveals a surprisingly straightforward method for accurately replicating European and Asian option payoffs without the complexities of rough-path theory.

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Securing Cyber-Physical Systems with Blockchain’s Trust

14.01.2026 by Ray Dalio

Decentralized firmware integrity verification establishes a complex interplay between embedded devices, edge verification nodes, and Ethereum smart contracts-a system susceptible to attacks targeting hash values, message replay, and unauthorized contract manipulation, thereby highlighting the inherent fragility of trust in distributed systems.

A novel framework utilizes Ethereum smart contracts to establish a decentralized and tamper-proof system for verifying the integrity of critical firmware in Cyber-Physical Systems.

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Mapping the Edge of Quark-Gluon Plasma

14.01.2026 by Ray Dalio

New analysis of constant entropy contours offers a precise location for the QCD critical point and a corresponding equation of state.

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Closing the Distance: New Codes Boost Lattice-Based Encryption

14.01.2026 by Ray Dalio

A novel family of error-correcting codes, optimized for maximizing toroidal distance, promises to enhance the security and efficiency of lattice cryptography.

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Composing Queries: A New Link Between Randomness and Proof Complexity

14.01.2026 by Ray Dalio

A new theoretical result connects the computational power of randomized queries with the size of the shortest possible proofs for recursively defined Boolean functions.

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Entanglement’s Achilles’ Heel: Are Bell Tests Truly Quantum?

14.01.2026 by Ray Dalio

Entangled particles, originating from a shared source, undergo measurement at distant locations-site AA and site BB-where binary outcomes are determined by the orientation of magnets along multiple axes, yielding raw data that reflects the inherent correlations within the quantum system and hinting at the fragility of classical intuition regarding locality and realism.

A new analysis reveals that violations of Bell inequalities, long considered proof of quantum entanglement, may be replicated by alternative, non-quantum models.

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Quantum Error Correction Gets a Dyadic Boost

14.01.2026 by Ray Dalio

A novel algebraic construction using dyadic matrices enhances the performance of quantum low-density parity-check codes for reliable quantum communication.

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Securing the Future: NTRU Powers Next-Gen Privacy

14.01.2026 by Ray Dalio

A new approach to post-quantum cryptography leverages the NTRU lattice to deliver efficient key expansion and anonymous credentials for a privacy-focused digital world.

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Decoding the Noise: Polynomial Recovery Over Finite Fields

14.01.2026 by Ray Dalio

A new approach efficiently reconstructs polynomials from imprecise data in finite fields, offering improvements in data reliability and computational speed.

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