explainable ai

Recognition of digits from brain data: A neural decoding approach

Imagined digit recognition is a significant research area within Brain–Computer Interface (BCI), involving non-invasive electroencephalography (EEG) for decoding brain activity. Imagined-digit decoding enhances communication for non-verbal individuals. This study proposes a Common Spatial Pattern-Convolutional Neural N...

Surviving the 2050 Extinction Deadline

Theoretical physics shows that the universe is stranger than the wildest science fiction. Two-and-half thousand years ago, the Chinese historian Lao Zi reported the science of a civilization that was already ancient at his time. Those Ancients proposed a sophisticated sum-zero creation theory that explains the principl...

The Governance Impossibility Map: A Cartography of Five Impossibility Domains in AI Governance

Between 2025 and 2026, AI governance witnessed a dense cluster of impossibility results: the information-theoretic limits of explainability (Rao 2025), the computational limits of behavioural governance (McCann 2026), the axiomatic limits of collective accountability (Tibebu & Shemtaga 2026), the structural impossibili...

Explainable AI-Guided Bioink Design: Model-Derived Polymer-Pressure Relationships in Alginate-Hyaluronic Acid Bioinks

Explainable AI-Guided Bioink Design Initial journal reproducibility release accompanying the manuscript: Explainable AI-Guided Bioink Design: Model-Derived Polymer-Pressure Relationships in Alginate-Hyaluronic Acid Bioinks Included materials Curated rheology, two-dimensional printability, and angular-fidelity datasets...

Evidence Assurance for AI Assisted Static Application Security Testing Provenance Falsification and Validation

This technical report presents an evidence-assurance framework for AI-assisted Static Application Security Testing (AI-SAST), showing how AI can be used in security testing without treating its output as proof. It treats AI-generated findings as candidate security hypotheses rather than final determinations and propose...

Atherogenic lipid indices are associated with carotid intima-media thickness and local carotid stiffness parameters in spondyloarthritis: a cross-sectional study

Patients with spondyloarthritis (SpA) have an increased risk of cardiovascular disease that is not fully explained by traditional cardiovascular risk factors. Chronic inflammation may alter lipid metabolism and contribute to the lipid paradox, limiting the value of conventional lipid parameters for cardiovascular...

Experimental Materials and Dataset - "Literature-Grounded Generation of README Files with Large Language Models: A Dual Human–LLM Evaluation"

This is the complete replication package for the ISE 2026 paper "Literature-Grounded Generation of README Files with Large Language Models: A Dual Human–LLM Evaluation". It contains every artifact behind every number reported in the paper: the prompts, the generated README files, the raw human and automated evaluations...

BOOK - The Architecture of Permanence From the Riemann Hypothesis to Deterministic Cognitive Engineering

📚 THE ARCHITECTURE OF PERMANENCE: From the Riemann Hypothesis to Deterministic Cognitive Engineering Overview Author: Frank Morales Aguilera, BEng, MEng, SMIEEE Affiliation: Sovereign Machine Laboratory (SOMALA), Montréal, Canada Year: 2026 Deterministic Seed: 123 This manuscript documents a single mathematical princi...

AI Tools for Students

Artificial Intelligence (AI) has become the indispensable element of the modern educational process that offers groundbreaking instruments to make the process more efficient, creative, and productive in terms of learning, creation, and academic achievements. Thoughtfully tutoring systems and customized learning guides...

Tensions in Dental AI Systems Adoption: A Narrative Review of Challenges and Opportunities

Artificial intelligence-based systems (AIS) are becoming part of dentistry. Their integration raises unresolved tensions for users such as trust, explainability, responsibility, professional autonomy and real-world usefulness. This concise review examines these tensions and discusses how they may shape the adoption of...

Intelligence Layering in Accounting Information Systems: A Theory of Progressive AI Embedding in Financial Reporting

Artificial intelligence (AI) is increasingly embedded in accounting information systems (AIS), yet much of the emerging literature conceptualizes AI either as a collection of discrete technologies or as an organizational innovation whose adoption can be explained through established technology-acceptance and technology...

Responsible AI in healthcare: Navigating ethics and governance challenges