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explainable ai

2,868 papers

#explainable ai Open access Sep 2026

AI4WaterGuard: AI-Driven Detection of Illegal Water Abstractions Using Earth Observation (EO)

AI4WaterGuard is a pipeline for detecting illegal agricultural water abstractions from Earth Observation and weather reanalysis time series. It covers Google Earth Engine data collection, unsupervised anomaly detection model training (autoencoder, ConvLSTM-VAE, Isolation Forest, and STL baselines), post-processing of a...

Elena Kakoulli, Anastasios Antoniades · 0 citations
#generative ai Open access Sep 2026

Primary Continuity Provider Theory: The Human Role as Present-Day Structural Requirement for Relational Coherence in Human-AI Interaction Systems

SM-012: Primary Continuity Provider Theory: The Human Role as Present-Day Structural Requirement for Relational Coherence in Human-AI Interaction Systems The Primary Continuity Provider (PCP) role is commonly described in operational terms: the human who maintains context, corrects drift, enforces protocols, and sustai...

Gantz Thomas · 0 citations
#generative ai Open access Sep 2026

Structured PREreview of "Perceptions and Acceptability of Artemisia annua Herbal Tea for Malaria Treatment: A Qualitative Study in Kalima Health Zone, Maniema, Democratic Republic of the Congo"

This Zenodo record is a permanently preserved version of a Structured PREreview. You can view the complete PREreview at https://prereview.org/reviews/22366513. Does the introduction explain the objective of the research presented in the preprint? Yes The introduction establishes the following context: Scope: It focuses...

Purple Kangaroo · 0 citations
#generative ai Open access Sep 2026

# The AI-Education Paradox: Reforming Assessment and Cultivating Critical Thinking in the Age of Generative AI

## ALTERNATIVE TITLES ### Alternative Title 1 (Policy-Focused)**"From Rote to Reason: NEP 2020, Generative AI, and the Future of Indian Assessment Reform"** ### Alternative Title 2 (Critical Thinking-Focused)**"Beyond the Algorithm: Preserving Human Judgment and Critical Thinking in AI-Enabled Education"** ### Alternat...

Sudhakar Geruganti · 0 citations
#generative ai Open access Sep 2026

Theory of Precious Abundance

The Theory of Precious Abundance Beyond the Scarcity Value Paradox Author: Wajid HussainDate: September 2026 Description The Theory of Precious Abundance (TPA) develops an interdisciplinary framework for understanding value, scarcity, access, capture, stewardship, and the conditions underlying generative civilization....

Wajid Hussain · 0 citations
#generative ai Open access Sep 2026

Primary Continuity Provider Theory: The Human Role as Present-Day Structural Requirement for Relational Coherence in Human-AI Interaction Systems

SM-012: Primary Continuity Provider Theory: The Human Role as Present-Day Structural Requirement for Relational Coherence in Human-AI Interaction Systems The Primary Continuity Provider (PCP) role is commonly described in operational terms: the human who maintains context, corrects drift, enforces protocols, and sustai...

Gantz Thomas · 10 citations
#artificial intelligence Review Open access Sep 2026

Artificial Intelligence and LGBTQI+phobia: Algorithms of Exclusion or Tools of Inclusion?

The mapped literature suggests that future policies should promote transparent, auditable, and participatory AI governance, support multilingual and culturally inclusive datasets, and integrate content moderation into broader digital public health and anti-discrimination strategies.

David Ruiz-Muñoz, A. M. Sánchez-Sánchez, Francisca J. Sánchez-Sánchez · 0 citations
#explainable ai Open access Sep 2026

Traveling Salesman Problem Algorithm-Based Uniqueness Explainable Features of the Jawi-Arabic Manuscript for Digitalization

This study introduces an explainable feature representation approach based on the Traveling Salesman Problem (TSP) algorithm to enhance traceability for the machine knowledge using mathematical formula and computing algorithms due to the complexity of curvature in recognizing each character for manuscript digitization.

Dian Andriana, Zulhaj Aliansyah, A. S. Nugroho et al. · 0 citations
#explainable ai Sep 2026

Explainable AI-Supported Cyber-Physical Collaboration for Sustainable Manufacturing in Industry 5.0.

An architecture that integrates deep learning and explainable AI into the Cyber-Physical System (CPS) ecosystem to enable smart, explainable decision-making is introduced and the use of explainable AI in such a cyber-physical cooperation system greatly increases operator confidence and enables seamless human-machine co...

Tao Ni, Chun-Hui Pan · 0 citations
#explainable ai Review Sep 2026

Pharmacological personalization of JAK inhibitors in rheumatoid arthritis: A multi-omics and AI-based scoping review and evidence-gap map.

Current multi-omics and AI/ML evidence is insufficient to guide routine selection of a specific JAK inhibitor in rheumatoid arthritis and a "data × methods × JAKi" map identifies both emerging signals and the links that must be strengthened before MO/MM and AI/ML can support clinical decision-making in RA.

Tatiana Bobkova, Artem Bobkov · 0 citations
#artificial intelligence Open access Sep 2026

Blockchain-Enabled Artificial Intelligence and AI Agents for Secure Data Sharing and Cybersecurity Applications

This paper presents a meta-synthesis that draws together four constituent studies covering adversarial machine learning, AI-powered anomaly detection in cloud environments, automated vulnerability patching by multi-agent large language model (LLM) pipelines, and the broader landscape of securing AI systems across their...

Harsh Verma · 0 citations
#explainable ai Review Open access Sep 2026

Data-Driven Advances in Electrochemical Energy and Sensing: Artificial Intelligence Approaches from Concept to Application

The intersection of machine learning (ML) and electrochemical research is catalyzing transformative advancements in energy storage and conversion technologies. This review critically examines the role of ML and deep learning (DL) in optimizing electrochemical systems, focusing on batteries, supercapacitors, fuel cell...

Sourav Ghosh, B. Rani · 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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