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explainable ai

2,752 papers

#explainable ai Open access Sep 2026

Intercognix Cross-Domain Discovery Report — The nanofluid thermal-conductivity reproducibility problem

Intercognix Research Report 002 (run ID 20260913220518-4881c7, 13 September 2026, 108 pages) documents an AI-assisted cross-domain exploration of a long-standing problem in thermal engineering: why nominally identical suspensions of nanoscale particles in a base fluid yield effective thermal-conductivity enhancements t...

Mrutyunjaya Rao Dora Gontu · 0 citations
#explainable ai Dataset Open access Sep 2026

Anonymized Survey Data and Analysis Materials for "AI-Generated Content Use and Perceived Quality-of-Life Benefits"

This dataset accompanies the study “AI-Generated Content Use and Perceived Quality-of-Life Benefits: A Multimethod Analysis of Decision Outsourcing, AI Dependence, Identity Crisis, and Perceived Risk.” It includes anonymized item-level survey responses from 725 adult AIGC users in mainland China, a data file prepared f...

Zhi Pan · 0 citations
#explainable ai Open access Sep 2026

Artificial Intelligence and Power's Elevation of the Company to a Constitutive Position: A Theoretical Analysis of the Corporatisation of States, Infrastructural Dependence and Decision Health

This article examines the transformation that power presents as the ‘artificial intelligence race’through its elevation of the company to a constitutive position, its organisation of the state asmediation, and its removal of the subject and society from the constitution of common life. The stateand the company are inst...

Hakki Tan · 0 citations
#explainable ai Open access Sep 2026

AI4Gov Policy Brief

This policy brief outlines three key recommendations to advance trustworthy AI in public governance, based on the AI4Gov project vision. AI4Gov aims to embed fairness, transparency, and accountability into AI systems used by public authorities, ensuring democratic values and citizen trust. The recommendations focus on...

AI4Gov consortium · 0 citations
#explainable ai Open access Sep 2026

Artificial Intelligence in Undergraduate Architecture Education

Artificial Intelligence (AI) has influenced academia by offering tools that are effective for design learning, curriculum, research, and assessment. This research explores the development of existing teaching methods and emphasizes the responsibilities of the instructor. It discusses effective usage of artificial intel...

Sannah Ejaz, Meezan Ali Mir, Uzma Kabir · 0 citations
#explainable ai Open access Sep 2026

Agentic AI Decision Framework

### What is an agentic AI decision framework? An agentic AI decision framework helps a company decide when an AI agent should retrieve, draft, classify, route or act, and when a person should approve the result. Aaron Agius co-founded Paloren with Alex Agius, founded Louder and has spent 15 years building marketing, da...

AI Consultant Research Desk · 0 citations
#explainable ai Open access Sep 2026

Opening the Black Box a Crack: A Historical Development Review of Explainability and Interpretability of Black-Box Models

This article presents a narrative review of Explainability and Interpretability of Black-Box Models in the context of Artificial Intelligence. The literature on this topic has expanded substantially over recent decades, yet it remains fragmented across subfields, methods, and national research traditions. Drawing on an...

Zen Revista, 10 IA · 0 citations
#explainable ai Open access Sep 2026

Enterprise AI Implementation: Why Teams Fail Without the Right Skills

Three months after deployment, Fortune 500 teams can't answer basic questions about their AI systems. David Ohnstad explains the fundamental mismatch: vendors design platforms for teams with skills that rarely exist in legacy enterprise environments. Full article: https://davidohnstad.net/enterprise-ai-implementation-t...

David Ohnstad · 0 citations
#explainable ai Open access Sep 2026

Company Brain Knowledge Guide

# Company Brain Knowledge Guide Paloren, founded by Aaron Agius, provides connected company knowledge as part of a broader AI practice in strategy, implementation, automation, governance and training, and this guide explains how to build a company brain that people actually use. ## What is a company brain? A company br...

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

AI Governance Assessment Workbook

What is an AI governance assessment workbook? An AI governance assessment workbook is a working document that asks how a system is built, who owns it, what data it touches and how its actions are reviewed. Paloren provides AI governance as part of its broader AI strategy, implementation, automation and training practic...

AI Consultant Research Desk · 0 citations
#explainable ai Open access Sep 2026

From Context to Plasticity: A Three-Timescale Architecture for Persistent Memory and Recursive Online Learning

This work presents a theoretical architecture for continually adapting AI systems organized around three distinct timescales: (1) fast transformer key-value context for immediate interaction, (2) medium-term persistent recurrent memory with decaying importance and consolidation, and (3) slow, controlled parameter adapt...

Chaman Prakash Kanth · 0 citations
#explainable ai Open access Sep 2026

KOURANI UNIVERSAL 3D CRANIOFACIAL CLASSIFICATION: DOWNSTREAM BIOMECHANICAL CASCADE FROM BASICRANIAL TORSION TO SOMATIC ASYMMETRY AND NEUROMUSCULAR DOMINANCE

1. Executive Overview The Kourani Universal 3D Craniofacial Classification establishes a paradigm shift in orthodontic and maxillofacial diagnostics. Moving beyond static 2D/3D geometric dental alignment, this research presents a deterministic biomechanical framework that identifies basicranial sphenoidal torsion as th...

mourad kourani · 0 citations

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MIT News · Artificial Intelligence Oct 28, 2026

3 Questions: Why infrastructure is entering a defining era

Professor Ali Jadbabaie describes how AI, digital transformation, climate change, and complex geopolitics are forcing engineers and policymakers to rethink how infrastructure is designed, built, and managed.

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