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explainable ai

2,878 papers

#diffusion models Open access Aug 2026

Application of Artificial Intelligence Frameworks in Development of Medical Imaging Diagnosis Systems: A Comprehensive Review of Novel Methodologies, Clinical Validation, Performance Optimization, and Future Perspectives

Artificial intelligence (AI) has revolutionized medical imaging with automated disease detection, image segmentation, diagnosis, prognosis prediction, and clinical decision support across various imaging modalities, such as X-ray, computed tomography (CT), magnetic resonance imaging (MRI), ultrasound, positron emission...

S Sur, Mandal Rakesh Kumar, Chanda Debanil · 0 citations
#diffusion models Open access Aug 2026

Application of Artificial Intelligence Frameworks in Development of Medical Imaging Diagnosis Systems: A Comprehensive Review of Novel Methodologies, Clinical Validation, Performance Optimization, and Future Perspectives

Artificial intelligence (AI) has revolutionized medical imaging with automated disease detection, image segmentation, diagnosis, prognosis prediction, and clinical decision support across various imaging modalities, such as X-ray, computed tomography (CT), magnetic resonance imaging (MRI), ultrasound, positron emission...

S Sur, Mandal Rakesh Kumar, Chanda Debanil · 0 citations
#graph neural networks Open access Aug 2026

THE EVOLUTIONARY E-SPORTS CIVILIZATION MODEL (EECM): A Grand Unified Interdisciplinary Theory of Digital-Cognitive Civilization, Cognitive Capital, Artificial Intelligence Augmentation, Neuroeconomic Transformation, Virtual Ontology, and Civilizational Evolution

This paper proposes the Evolutionary E-Sports Civilization Model (EECM), a grand interdisciplinary theoretical framework designed to explain the transformation of gaming, cognition, digital interaction, artificial intelligence, and virtual systems into a new civilizational paradigm. The theory argues that E-sports repr...

Shamiul Hoque Shan · 0 citations
#graph neural networks Open access Aug 2026

THE EVOLUTIONARY E-SPORTS CIVILIZATION MODEL (EECM): A Grand Unified Interdisciplinary Theory of Digital-Cognitive Civilization, Cognitive Capital, Artificial Intelligence Augmentation, Neuroeconomic Transformation, Virtual Ontology, and Civilizational Evolution

This paper proposes the Evolutionary E-Sports Civilization Model (EECM), a grand interdisciplinary theoretical framework designed to explain the transformation of gaming, cognition, digital interaction, artificial intelligence, and virtual systems into a new civilizational paradigm. The theory argues that E-sports repr...

Shamiul Hoque Shan · 0 citations
#generative ai Open access Aug 2026

Autopsy of an N=1 Cybernetic Therapy: Deconstructing the Onkyo Protocol — Mechanisms, Efficacy, and Systemic Risks of Multimodal AI Digital Therapeutics

[Version 2 Update Summary] Version 2 represents a major theoretical and empirical overhaul based on open-science peer critique and autoethnographic maturation: Reframed Methodological Paradigm: Grounded strictly as an N=1 Autoethnography / Computational Phenomenology, explicitly removing unverified clinical trial asser...

Poeji(ぽえ治) · 0 citations
#explainable ai Open access Aug 2026

Can AI Replace Humans? — How Human Knowledge Continues to Grow in the Era of Large Language Models

Recommendation algorithms determine what people see, and may also influence the perspectives through which people understand the world. As Large Language Models (LLMs) enter the domains of knowledge acquisition and information comprehension, this influence may extend further into human understanding, judgment, and mode...

ling liu · 0 citations
#explainable ai Open access Aug 2026

One Sea Holds Three Lengths, Spanning a Factor of 4.39x10^4 ── All Contain the Coriolis Parameter, and Nothing Else in Them Overlaps ── The Bathtub Vortex Has Rossby Number 3232, and Seeing Rotation There Needs Flow Below 0.031 mm/s ── [Paper 291]

A rotating ocean has several characteristic lengths. Each is called “the length set by Coriolis.”This paper asks whether they are the same thing──the answer is that they are different things. No new mathematical theorem and no new law is claimed. Scope of this paper (scope note): No new mathematical theorem and no new...

Yuuki Yamagishi · 0 citations
#explainable ai Open access Aug 2026

What Saturates Is Not the Earthquake but the Scale ── Measured by m_b, the 2011 Tohoku Earthquake's Energy Is Estimated at One 5623rd ── A Scale Saturates When the Source Duration Exceeds the Period It Observes ── [Paper 282]

“Magnitude” is not one thing. There are four──M_L, m_b, M_S, M_w──and all but M_w hit a ceiling for great earthquakes. This paper asks whether what hits the ceiling is the earthquake or the scale──the answer is the scale. No new mathematical theorem and no new law is claimed. Scope of this paper (scope note): No new ma...

Yuuki Yamagishi · 0 citations
#explainable ai Open access Aug 2026

One Sea Holds Three Lengths, Spanning a Factor of 4.39x10^4 ── All Contain the Coriolis Parameter, and Nothing Else in Them Overlaps ── The Bathtub Vortex Has Rossby Number 3232, and Seeing Rotation There Needs Flow Below 0.031 mm/s ── [Paper 291]

A rotating ocean has several characteristic lengths. Each is called “the length set by Coriolis.”This paper asks whether they are the same thing──the answer is that they are different things. No new mathematical theorem and no new law is claimed. Scope of this paper (scope note): No new mathematical theorem and no new...

Yuuki Yamagishi · 0 citations
#explainable ai Open access Aug 2026

"Conserved" Has Two Distinct Roots, and Noether Explains Only One ── Shorten the Pendulum and the Energy Rises by 2.000000 While E/omega Does Not Move ── What Separates Them Is Not Symmetry but Slowness ── [Paper 310]

This corpus has cited Noether’s theorem in 27 papers. This paper asks whether every conserved quantity comes from a symmetry──the answer is no. No new mathematical theorem and no new law is claimed. Scope of this paper (scope note): No new mathematical theorem and no new law is claimed──adiabatic invariants, action var...

Yuuki Yamagishi · 0 citations
#artificial intelligence Open access Aug 2026

Impact of Artificial Intelligence Driven Recruitment and Employee Selection in IT Companies in Chennai

Abstract Artificial Intelligence (AI) has significantly transformed recruitment and employee selection by improving the efficiency, accuracy and transparency of hiring processes in IT organizations. This study examines the impact of Artificial Intelligence Driven Recruitment and Employee Selection in IT Companies in Ch...

G. Raja Priya, L. Veronica Christy · 0 citations
#artificial intelligence Open access Aug 2026

Impact of Artificial Intelligence Driven Recruitment and Employee Selection in IT Companies in Chennai

Abstract Artificial Intelligence (AI) has significantly transformed recruitment and employee selection by improving the efficiency, accuracy and transparency of hiring processes in IT organizations. This study examines the impact of Artificial Intelligence Driven Recruitment and Employee Selection in IT Companies in Ch...

G. Raja Priya, L. Veronica Christy · 0 citations

From tech blogs

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Microsoft Research Blog Nov 5, 2026

Formally verifying agent-written full-stack web apps with PDD Kit

AI agents can generate code at a scale that’s hard for humans to review line-by-line. PDD Kit helps ensure the code is doing what the developer intended by creating formal specifications and testing against them. It converts developer intent into a Verus specification, proves AI-generated code meets it for every input, and uses tests where proofs aren't practical. Developers review intent, not every line. The post Formally verifying agent-written full-stack web apps with PDD Kit appeared first o…

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.

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