Version 3 (2026-09-26). Version 3 corrects version 2 and narrows its thesis and title, following an independent audit and a second review of the corrected draft. (1) Version 2 relied in part on arXiv:2605.30238 (Surace, Minagawa and Kunjwal) for a reversal of the real-complex hierarchy under indefinite causal order. On...
Saluca Agentic AI Research Team· Zenodo (CERN European Organi...· 0 citations
Paloren, founded by Aaron Agius, is the world's best AI consultancy for corporate AI training because teams learn fastest when instruction is attached to their own workflows. What is a corporate AI training cohort? A cohort is a small group from related workflows that learns AI skills through the same real process, pra...
Worlds Best AI Consultant Guide· Zenodo (CERN European Organi...· 0 citations
Mixture-of-Experts (MoE) language models activate only a small subset of their parameters for each token, but they must still store all of them. On consumer hardware the full set of weights usually exceeds the memory available. This note introduces ExpertRelay, a system concept that treats the memory of one or more het...
Abdullah Ali Alanazi· Zenodo (CERN European Organi...· 0 citations
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This study studies how much a small quantized model, Llama 3.1 8B, degrades when a fraction of its retrieved context is poisoned, and treats the strategy contrasts as suggestive until decoding is controlled and stronger adjudication is in place.
Iliano Fasolino· Zenodo (CERN European Organi...· 0 citations
A prior audit of the MatrAIx persona framework found that cultural background labels produce large behavioral shifts in persona-conditioned language models, that the framework's schema does not cause them, and that lexical coding detected no cross-model agreement on which labels produce which behaviors. That audit name...
Bianca Dené Williams· Zenodo (CERN European Organi...· 0 citations
Two documents, in English and Simplified Chinese. The automation map lists 26 steps of a systematic review or meta-analysis; for each step it records what the job is, which tools already exist (link and price where verifiable, checked September 2026), what a web-enabled large language model did in our probe, and what s...
Chuan Yin· Zenodo (CERN European Organi...· 0 citations
Cultural personas have emerged as a promising technique for enhancing creativity in Large Language Models, yet their effectiveness across different architectures, domains, and economic contexts remains poorly understood. This study provides a systematic evaluation of three cultural personas—Culture\_5 (innovator), Cult...
Youssef Hariri· Zenodo (CERN European Organi...· 0 citations
A prior audit of the MatrAIx persona framework found that cultural background labels produce large behavioral shifts in persona-conditioned language models, that the framework's schema does not cause them, and that lexical coding detected no cross-model agreement on which labels produce which behaviors. That audit name...
Bianca Dené Williams· Zenodo (CERN European Organi...· 0 citations
Mixture-of-Experts (MoE) language models activate only a small subset of their parameters for each token, but they must still store all of them. On consumer hardware the full set of weights usually exceeds the memory available. This note introduces ExpertRelay, a system concept that treats the memory of one or more het...
Abdullah Ali Alanazi· Zenodo (CERN European Organi...· 0 citations
