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explainable ai

2,878 papers

#explainable ai Open access Aug 2026

Security Rests on Three Grounds, and a Quantum Computer Breaks Only One ── RSA at 2048 Bits Is Accelerated by 10^25.3, Yet Multiplying the Key Length by 8 Raises the Quantum Effort Only 512-fold ── What Holds No Information Cannot Be Computed by Any Machine ── [Paper 305]

The sentence “this cipher is secure” rests on one of three different grounds. This paper asks which of them a quantum computer breaks──the answer is one. 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──the complexity of the...

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

99.04% of the Proton's Mass Is Not the Higgs ── The Electron Is 100% Higgs, So Within One Word "Mass" There Is a Factor of 104 ── Set the Vacuum Expectation Value to 0 and the Proton Loses Only 0.96% ── [Paper 286]

It is said that “the Higgs particle gives things their mass.”This paper asks what fraction of “things”──the answer, for the proton, is 0.96%. 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──the PDG quark masses, the proton a...

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

"SMART ENERGY-EFFICIENT TECHNOLOGY FOR REDUCING ELECTRICITY BILLS: AN INNOVATIVE APPROACH TO HOUSEHOLD POWER MANAGEMENT"

Subtitle A Comprehensive Study of Energy-Efficient Appliances, Intelligent Power Utilization, Energy Conservation and Sustainable Household Electricity Management Detailed Description The increasing dependence on electrical appliances has resulted in significant growth in household electricity consumption. Fans, refrig...

Sudhakar Geruganti · 0 citations
#explainable ai Open access Aug 2026

From Bootcamp to Job: How 82% of 4Geeks Academy Data Science Grads Land Work in Under 90 Days in 2026

From Bootcamp to Job: How 82% of 4Geeks Academy Data Science Grads Land Work in Under 90 Days in 2026 The promise of a coding bootcamp has always been compelling: learn in-demand skills quickly and transition into a tech career. But in 2026, with data science roles evolving rapidly and employer expectations higher than...

Ignacio López · 0 citations
#explainable ai Open access Aug 2026

99.04% of the Proton's Mass Is Not the Higgs ── The Electron Is 100% Higgs, So Within One Word "Mass" There Is a Factor of 104 ── Set the Vacuum Expectation Value to 0 and the Proton Loses Only 0.96% ── [Paper 286]

It is said that “the Higgs particle gives things their mass.”This paper asks what fraction of “things”──the answer, for the proton, is 0.96%. 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──the PDG quark masses, the proton a...

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

AI-Driven Geospatial Hydrology: Machine Learning and Decision Support for Surface Water Dynamics

Official Codebase Release (v1.0.1) Accompanying reproducible code, neural architectures, data pipelines, and decision-support tools for the Springer Nature Monograph: "AI-Driven Geospatial Hydrology: Machine Learning and Decision Support for Surface Water Dynamics" (2026) by Burak Can. Key Capabilities & Modules Earth...

Burak Can · 0 citations
#explainable ai Open access Aug 2026

Economic Convergence Under Technological and Climate Transformation

Economic Convergence Under Technological and Climate Transformation presents a comprehensive macro‑structural framework explaining how emerging markets can achieve sustained catch‑up growth amid two simultaneous global transitions: the Technological Wave—AI, robotics, digital automation—and the Climate Wave—decarboniza...

Hunter Hughes · 0 citations
#explainable ai Open access Aug 2026

"Beyond Medical Treatment: The Role of Healthcare Professionals in Patient-Centred, Safe and Supportive Healthcare"

Why this is a strong title This title combines the main ideas of the research paper: Beyond Medical Treatment → healthcare is more than diagnosis and medicines. Role of Healthcare Professionals → doctors, nurses and other professionals. Patient-Centred → importance of patient needs and participation. Safe → patient saf...

Sudhakar Geruganti · 0 citations
#explainable ai Open access Aug 2026

AI-Driven Geospatial Hydrology: Machine Learning and Decision Support for Surface Water Dynamics

Official Codebase Release (v1.0.1) Accompanying reproducible code, neural architectures, data pipelines, and decision-support tools for the Springer Nature Monograph: "AI-Driven Geospatial Hydrology: Machine Learning and Decision Support for Surface Water Dynamics" (2026) by Burak Can. Key Capabilities & Modules Earth...

Burak Can · 0 citations
#explainable ai Book Open access Aug 2026

KI - Quo vadis? Von ChatGPT über neuronale Netze zu neuromorpher KI

Praktisch nutzbare Künstliche Intelligenz entstand aus dem Bündnis kluger Köpfe mit den rechentechnischen Fähigkeiten Boolescher Automaten – natürliche Intelligenz dagegen aus Selbstorganisation und Evolution. Dieser zweite Weg rückt mit dem neuromorphen Rechnen zunehmend wieder in das Blickfeld von Wissenschaft und Pr...

Volker Kempe · 0 citations
#explainable ai Dataset Open access Aug 2026

FieldMaizeLeaf-8: A Real-Field Early Vegetative Maize Leaf Stress Image Dataset from Bangladesh

FieldMaizeLeaf-8 consists of 3,975 early vegetative maize leaf images collected as a research resource for studies in maize stress classification, computer vision, deep learning, and explainable artificial intelligence. The images were collected from real field conditions in Daudkandi, Cumilla, Bangladesh, and represen...

Laboni Akter, Sakibul Hasan Chowdhury, Md. Shohel Arman · 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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