4 papers
Hallucination as a Feature, not a Defect: Evaluating a multi-agent architecture to transform speculative language-model outputs into testable scientific hypotheses
Nicolas Rodriguez-Alvarez
Contemporary Large Language Models (LLMs) are increasingly aligned to suppress hallucinations, prioritizing factual retrieval over combinatorial creativity. While crucial for mitig…
The Illusion of Competence: Self-Perceived Digital Literacy and AI Readiness Among European Secondary Students
Nicolas Rodriguez-Alvarez, Alan Martin Blanch-Marsolini, Samuel Vara-Gutierrez +3
The ubiquitous presence of digital devices has cemented the 'Digital Native' paradigm, assuming inherent technological proficiency among contemporary youth. This multicenter study…
Fairness is Not Flat: Geometric Phase Transitions Against Shortcut Learning
Nicolas Rodriguez-Alvarez
Deep Neural Networks are highly susceptible to shortcut learning, frequently memorizing low-dimensional spurious correlations instead of underlying causal mechanisms. This phenomen…
Performance and Storage Analysis of CRYSTALS Kyber as a Post Quantum Replacement for RSA and ECC
Nicolas Rodriguez-Alvarez
The steady advancement in quantum computer error correction technology has pushed the current record to 48 stable logical qubits, bringing us closer to machines capable of running…