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Expanding the Safety Envelope: Adaptive Control with Backup Barrier Functions

23.03.2026 by Ray Dalio

A new generalization of backup control barrier functions allows for larger safe operating regions and online adaptation, improving the safety and performance of control systems with input limitations.

Categories Science

Beyond the Algorithm: Scaling Decentralized Video with Automated YouTube Replication

23.03.2026 by Ray Dalio

Researchers have demonstrated a system capable of bypassing YouTube’s defenses to automatically copy content to a blockchain-based decentralized storage network.

Categories Science

Beyond Encryption: A New Approach to Database Confidentiality

22.03.2026 by Ray Dalio

Current confidential data block (CDB) architectures necessitate two decryption steps and a single encryption during cross-domain communication, creating substantial computational bottlenecks.

Researchers have developed a novel database system that prioritizes performance without sacrificing data security, offering a compelling alternative to traditional encryption-based methods.

Categories Science

Balancing Power: A New Approach to Grid Optimization

22.03.2026 by Ray Dalio

Sensitivity analysis reveals that the optimality gap in a 30-load scenario, assessed over 120 seconds, is significantly influenced by the parameters α and β; a setting of α = 1 and β = 1 effectively disables the in-out separation strategy detailed in Section 2.6.

A novel decomposition framework dramatically improves the efficiency of managing complex power grids with combined-cycle generators under uncertain conditions.

Categories Science

Hidden Waves: Scalar Fields and the Persistence of Gravity

22.03.2026 by Ray Dalio

New research reveals how gravitational waves can coexist with scalar fields in modified gravity theories without distorting spacetime.

Categories Science

The Shifting Sands of Retrieval: Poisoning Attacks in AI Systems

22.03.2026 by Ray Dalio

Security datasets present a significant challenge to automated fact-checking systems, exhibiting markedly lower detection accuracy-approaching random performance for both keyword and semantic methods-compared to the FEVER dataset, where near-perfect detection is achievable, despite differing strengths in stealth and co-retrieval between the two corpora-with Security emphasizing stealth (66.7%) at the cost of co-retrieval (44.4%), and FEVER prioritizing complete co-retrieval (100%) while lacking stealth (0%).

New research reveals how malicious data injected into knowledge sources can subtly manipulate the responses of AI systems powered by retrieval-augmented generation.

Categories Science

Beyond Alphabet Size: Rethinking Privacy in Shuffle Models

22.03.2026 by Ray Dalio

New research challenges the assumption that simply increasing the range of possible responses automatically improves data privacy in shuffle model settings.

Categories Science

Beyond Transactions: Unearthing the Hidden Data Layer of Ethereum

22.03.2026 by Ray Dalio

The system distills a raw stream of 6.27 million Ethereum transactions-initially filtered to identify potential Ethscriptions-down to a focused analytical set of 4.75 million ([latex]U\_2[/latex]), representing 75.8% of the initial candidates, through MIME classification, JSON validation, and grammatical parsing-a process that prioritizes data integrity and contextual relevance as the foundation for subsequent measurement.

A new empirical study reveals how seemingly inconsequential data embedded within Ethereum transactions-known as Ethscriptions-is reshaping the protocol’s economics and challenging core assumptions about data availability.

Categories Science

Shattering Insights: Unlocking the Secrets of Combinatorial Order

22.03.2026 by Ray Dalio

New research delves into the fascinating world of Sperner families and the phenomenon of ‘order shattering’, revealing key properties and characterizations.

Categories Science

Navigating Disorder: How Random Walks Find Their Path

22.03.2026 by Ray Dalio

New research reveals how random walks behave in complex, disordered environments, offering insights into phenomena ranging from diffusion to network dynamics.

Categories Science
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