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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

The Elder Scrolls Returns With Official New Release This June

22.03.2026 by Ray Dalio

Okay, so Bethesda just announced a really cool, limited-edition Elder Scrolls thing for this summer! It’s all about Akatosh, who’s basically the Dragon God of Time – a super famous character in the games. I’m definitely trying to get my hands on it!

Categories RPG

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

Kentucky’s Bitcoin ATM Blunder: A Recipe for Disaster or Just a Bad Joke?

22.03.2026 by Ray Dalio

Some lawmakers in Kentucky decided to throw in an amendment to a regulatory bill that’s got everyone up in arms. You’d think they were proposing to outlaw sweet tea or something! The crypto folks are saying this could practically make self-custody illegal. I mean, come on!

Categories Crypto news

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

Smoothing the Path to Post-Quantum Security

22.03.2026 by Ray Dalio

New research establishes tighter bounds on code smoothing, a critical process for building secure cryptographic systems resilient to attacks from future quantum computers.

Categories Science

Crypto’s Wild Ride: CZ Reveals How Clarity Is Making It Less Confusing!

22.03.2026 by Ray Dalio

The cryptocurrency sector is embarking on a new adventure, draped in the fineries of clearer regulations and a broader cast of players. Who would have thought?

Categories Crypto news

Unlocking Hidden Charm: Predicting Tetraquark Decay Rates

22.03.2026 by Ray Dalio

The study demonstrates how variations in Borel parameters influence hadronic coupling constants - specifically, the relationship between [latex]G_{\chi_{c1}\rho Z_{c}^{-}}[/latex] and [latex]G_{\chi_{c0}\pi Z_{c}^{+}}[/latex] - suggesting that even fundamental constants may be subject to shifts dependent on the framework used to observe them.

New calculations using QCD sum rules offer theoretical predictions for the strong decays of exotic hidden-charm tetraquark states, paving the way for experimental validation.

Categories Science
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