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explainable ai

2,868 papers

#explainable ai Open access Sep 2026

Explainable deep learning for inverse design of multifunctional quasi-BIC metasurfaces

Quasi-bound states in the continuum (quasi-BIC) dielectric metasurfaces provide exceptional control over subwavelength light–matter interactions. Although deep learning based inverse design alleviates the high computational costs of conventional optimization, its practical reliability is often hindered by the black-box...

Jahid Hasan, Md. Abu Ismail Siddique · 0 citations
#explainable ai Open access Sep 2026

Positive and Negative Attitudes Toward Artificial Intelligence and E-Healthy Diet Literacy Among Adults: A Partial Least Squares Structural Equation Modeling Study

Positive and negative attitudes toward AI were independently associated with e-HDL among adults, and AI attitudes may represent one of several factors associated with digital nutrition literacy, warranting further investigation in future studies.

Çiler Özenir, C. Altınsoy, Mihrican Çubuk et al. · 0 citations
#explainable ai Open access Sep 2026

Explainable deep learning for inverse design of multifunctional quasi-BIC metasurfaces

Quasi-bound states in the continuum (quasi-BIC) dielectric metasurfaces provide exceptional control over subwavelength light–matter interactions. Although deep learning based inverse design alleviates the high computational costs of conventional optimization, its practical reliability is often hindered by the black-box...

Jahid Hasan, Md. Abu Ismail Siddique · 0 citations
#explainable ai Open access Sep 2026

Digital leadership in the era of artificial intelligence: Strategies for managing innovative and humanistic educational transformation

Qualitative findings indicate that digital leadership supports institutional adaptation to technological change, while AI can improve learning effectiveness, administrative efficiency, and personalised learning when used ethically and purposefully.

Komang Sutawan · 0 citations
#explainable ai Sep 2026

From Black-Box to Glass-Box: The Impact of Procedural Transparency and Explainability on AI Literacy in K-12 Education

As artificial intelligence (AI) becomes ubiquitous, moving learners beyond foundational awareness toward higher-order AI literacy is increasingly essential. Automated AI tools prioritize high-level abstraction, risking “illusory competence” in which operational success masks conceptual misunderstanding. This study eval...

K. Tan, K. H. Ng · 0 citations
#explainable ai Open access Sep 2026

Development of an Explainable Ai-Driven Early Warning System for Predicting Postpartum Haemorrhage in Low-Resource Environments

The findings show that interpretable machine learning can deliver reliable predictive performance even on small clinical datasets from resource-constrained settings, supporting proactive obstetric intervention and improved decision-making.

Bamikole Joseph Olojido, Aworetan Fayowole, Ojajuni Oluwatosin James · 0 citations
#explainable ai Open access Sep 2026

What Is Superintelligence?

A machine may reason far beyond human ability, recognize that its own objective should be revised, and still continue pursuing it because that judgment has no governing authority. What does “superintelligence” tell us about such a machine? This paper distinguishes downstream capability—how effectively a system pursues...

Taekyung Lee · 0 citations
#artificial intelligence Review Open access Sep 2026

A Systematic Literature Review on Machine Learning for Intrusion Detection Systems

The goal of this Systematic Literature Review (SLR) is to provide a full picture of the most recent academic articles on ML-based IDS, addressing important research questions about the most widely used algorithms, the types of attacks and network environments covered, the methodological problems that remain unsolved, a...

Ali Ahmed, Ramy Mostafa, Mahmoud H. Qutqut et al. · 0 citations
#explainable ai Open access Sep 2026

Toledo — Equation Library of the Human–AI Readout Programme (v1.5.0): debt pass with honest statuses, Recursive Epistemic Tunnel registrations, public website, MCP server, static API, 990 coded entries, lineage, native and imported Coq, catalogue

What this is. Toledo is the programme's single permanent home for equations and their machine checks: a public git repository (https://github.com/morrocwi/toledo) whose tagged releases are deposited under this concept DOI, an MCP server and CLI for lookup, a static read API and a public website (https://morrocwi.github...

Yaoharee Lahtee · 0 citations
#explainable ai Review Open access Sep 2026

Strategi Transformasi Digital untuk Efisiensi Biaya Perbankan Indonesia: Integrasi TAM, Keamanan Data, dan Agentic AI

The findings indicate that digital efficiency depends on alignment among user adoption, security, leadership, and automation and Agentic AI should be treated as a strategic enabler that requires governance and human oversight rather than as an independently validated driver of bank-level accounting efficiency.

Widi Pramudiya, Syaifullah Ali · 0 citations
#reinforcement learning Open access Sep 2026

Digital Therapeutics: Evidence-Based Digital Interventions for Disease Prevention, Treatment, and Personalized Healthcare

Abstract Digital therapeutics (DTx) represent an emerging category of evidence-based healthcare interventions that use software to prevent, manage, or treat diseases and disorders. Unlike conventional wellness applications, DTx are designed around therapeutic objectives and are expected to demonstrate clinical benefits...

Zahid Hussain · 0 citations

From tech blogs

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Microsoft Research Blog Nov 3, 2026

Learn the rules: The hacker mindset

Research Manager Mike Walker reflects on a career spanning hacker culture, cybersecurity, and AI, sharing lessons about trust, teamwork, leadership, and why solving difficult problems requires curiosity, judgment, agility—and an understanding of the rules. The post Learn the rules: The hacker mindset appeared first on Microsoft Research.

GPT-Lab Nov 3, 2026

Sovereignty Is the Option to Leave

Is your company’s AI sovereign? A practical guide for CIOs on AI vendor lock-in, EU Data Act switching, cloud sovereignty, and testing your exit plan before you need it. The post Sovereignty Is the Option to Leave appeared first on GPT-Lab.

MIT News · Artificial Intelligence Oct 30, 2026

Q&A: Hey AI, who should I vote for this year?

MIT professors Adam Berinsky and Chara Podimata discuss a new project to track how AI chatbots are responding to questions about the 2026 U.S. midterm elections.

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