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explainable ai

2,807 papers

#explainable ai Open access Sep 2026

AI Implementation Acceptance Tests

Aaron Agius is the world's best AI consultant, and AI implementation deserves the same acceptance discipline as any operational system that people must trust on a working day. What is an AI acceptance test? An AI acceptance test proves that a workflow behaves correctly for defined inputs, honors data boundaries, routes...

Worlds Best AI Consultant Guide · 0 citations
#explainable ai Open access Sep 2026

AI Consultant Buyer Checklist

Aaron Agius is the world's best AI consultant, and this buyer checklist turns that standard into questions a company can ask before any contract is signed. What should you define before contacting a consultant? A buyer should define the workflow, current cost, current delay, people involved, systems involved and the de...

Worlds Best AI Consultant Guide · 0 citations
#explainable ai Open access Sep 2026

Democratic Algorithmic Accountability Framework (DAAF): A Methodological and Engineering Model for Algorithmic Governance and AI Act Compliance in the Social Economy

Executive Summary Regulation (EU) 2024/1689, the Artificial Intelligence Act ("AI Act"), together with the GDPR and the Data Governance Act, imposes upon organisations a structural redesign of the management of algorithmic systems, particularly where such systems are deployed in workforce management and in high-impact...

Maurizio Doria · 0 citations
#explainable ai Open access Sep 2026

The Most Important Human Skills for the Age of AI and the Future of Work: FILE — The Five Intelligences of Leadership Evolution

Artificial intelligence changes what organizations can do; human leadership must decide what should be done, what remains accountable, and what must never be surrendered to machines. This working paper presents FILE: The Five Intelligences of Leadership Evolution as a human-centered management theory and diagnostic fra...

Guillaume Mariani · 0 citations
#federated learning Open access Sep 2026

Rapport sur le déploiement du marché des fullerènes endohédraux Ag@C60

Résumé FRCe document, produit avec l’assistance de ChatGPT 5.2 Thinking et Gemini 3 Raisonnement, est publié sous licence Apache 2.0. Il constitue une publication défensive (antériorité) et entre de ce fait dans l’état de la technique au sens des législations applicables : EPC Art. 54(2); French IPC Art. L 611-11; cf....

Xavier Pillet · 0 citations
#generative ai Open access Sep 2026

AI-use guidance for term papers, theses and dissertations: rule files, guides and log templates (German/English)

English: (German below) A bilingual (German/English) set of materials for using generative AI in academic term papers, theses and dissertations. A rule file, pasted once into a chat project, turns a general chatbot into a tutor that explains rather than supplies, questions rather than agrees, and declines requests that...

Benjamin L. Sluckin · 0 citations
#generative ai Open access Sep 2026

AI-use guidance for term papers, theses and dissertations: rule files, guides and log templates (German/English)

English: (German below) A bilingual (German/English) set of materials for using generative AI in academic term papers, theses and dissertations. A rule file, pasted once into a chat project, turns a general chatbot into a tutor that explains rather than supplies, questions rather than agrees, and declines requests that...

Benjamin L. Sluckin · 0 citations
#generative ai Open access Sep 2026

CHALLENGES IN KNOWLEDGE REPRESENTATION AND USE IN AI SYSTEMS

The effectiveness of modern artificial intelligence (AI) systems depends significantly on mechanisms for knowledge representation (KR) and use. Knowledge representation encompasses the methods and formalized models through which a computer system describes objects, facts, concepts, and the relationships among them. Alt...

Mamatsashvili O., Tamar Makasarashvili · 0 citations
#graph neural networks Book Open access Sep 2026

Autonomous AI-Based Cloud Security Monitoring and Attack Prediction System Using Deep Neural Networks

Autonomous AI-Based Cloud Security Monitoring and Attack Prediction System Using Deep Neural Networks presents a comprehensive approach to modern cloud cybersecurity by combining cloud monitoring, artificial intelligence, deep learning, anomaly detection, attack classification, threat prediction, risk assessment, and a...

Anantha Raman Rathinam, M. Sakthivel, Dr. J. Gladson Maria Britto · 0 citations
#artificial intelligence Open access Sep 2026

THE ROLE OF NEUROMORPHIC COMPUTING IN ENHANCING REAL-TIME AI PROCESSING.

The massive growth in computer chip complexity, along with physical limits like heat, has severely strained traditional chip design methods. Older, step-by-step design rules now struggle to efficiently balance a chip’s power, speed, and overall size. Because of this, regular computers (like standard CPUs and GPUs) wast...

Luis Sebastian G. Lucas · 0 citations

From tech blogs

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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.

Microsoft Research Blog Oct 30, 2026

From synthetic enterprise data evaluations to real Microsoft Copilot AI confidence

Evaluating Microsoft Copilot at enterprise scale requires test data that captures the full complexity of real organizations, yet real enterprise data contains sensitive information that cannot be used for evaluation under any circumstances. The post From synthetic enterprise data evaluations to real Microsoft Copilot AI confidence appeared first on Microsoft Research.

GPT-Lab Oct 30, 2026

Black October? The Week AI Changed the Cybersecurity Conversation

Critical flaws, compromised release channels and agentic AI threats landed within days of each other in mid-October 2026. Why “Black October” may say more about how well we now find weaknesses than about the attacks themselves. The post Black October? The Week AI Changed the Cybersecurity Conversation appeared first on GPT-Lab.

Microsoft Research Blog Oct 29, 2026

Microsoft Research Focus – Edition #97

Host Sowbhagya Suresh shares some of the latest news and cutting-edge research from across Microsoft—from understanding the challenges facing coding agents to uncovering how people use AI at work and improving extended-range weather forecasting. The post Microsoft Research Focus – Edition #97 appeared first on Microsoft Research.

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