Copertina

Epistemic Trade-Off: An Analysis of the Operational Breakdown and Ontological Limits of "Certainty-Scope" in AI

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autore principale:	Immediato, Generoso
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Computers and Society Artificial Intelligence Computational Engineering, Finance, and Science
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

No Universal Hyperbola: A Formal Disproof of the Epistemic Trade-Off Between Certainty and Scope in Symbolic and Generative AI
di: Immediato, Generoso
Pubblicazione: (2025)

Risks of AI-driven product development and strategies for their mitigation
di: Göpfert, Jan, et al.
Pubblicazione: (2025)

Bubble, Bubble, AI's Rumble: Why Global Financial Regulatory Incident Reporting is Our Shield Against Systemic Stumbles
di: Gupta, Anchal, et al.
Pubblicazione: (2025)

The Agentic Regulator: Risks for AI in Finance and a Proposed Agent-based Framework for Governance
di: Kurshan, Eren, et al.
Pubblicazione: (2025)

CoBRA: Programming Cognitive Bias in Social Agents Using Classic Social Science Experiments
di: Liu, Xuan, et al.
Pubblicazione: (2025)

Exploring Cognitive Attributes in Financial Decision-Making
di: Mainali, Mallika, et al.
Pubblicazione: (2025)

Establishing trust in automated reasoning
di: Hinsen, Konrad
Pubblicazione: (2023)

Fairness of Explanations in Artificial Intelligence (AI): A Unifying Framework, Axioms, and Future Direction toward Responsible AI
di: Popoola, Gideon, et al.
Pubblicazione: (2026)

Intanify AI Platform: Embedded AI for Automated IP Audit and Due Diligence
di: Dorfler, Viktor, et al.
Pubblicazione: (2025)

Exponential Shift: Humans Adapt to AI Economies
di: McNamara, Kevin J, et al.
Pubblicazione: (2025)

RAISE: A Unified Framework for Responsible AI Scoring and Evaluation
di: Nguyen, Loc Phuc Truong, et al.
Pubblicazione: (2025)

SentinelSphere: Integrating AI-Powered Real-Time Threat Detection with Cybersecurity Awareness Training
di: Tantaroudas, Nikolaos D., et al.
Pubblicazione: (2026)

Comparative Evaluation of Embedding Representations for Financial News Sentiment Analysis
di: Roy, Joyjit, et al.
Pubblicazione: (2025)

Gearshift Fellowship: A Next-Generation Neurocomputational Game Platform to Model and Train Human-AI Adaptability
di: Ging-Jehli, Nadja R., et al.
Pubblicazione: (2025)

Making Evidence Actionable in Adaptive Learning Closing the Diagnostic Pedagogical Loop
di: Mehrabi, Amirreza, et al.
Pubblicazione: (2025)

From Query to Explanation: Uni-RAG for Multi-Modal Retrieval-Augmented Learning in STEM
di: Wu, Xinyi, et al.
Pubblicazione: (2025)

Procela: Epistemic Governance in Mechanistic Simulations Under Structural Uncertainty
di: Vernet, Kinson
Pubblicazione: (2026)

AI-BAAM: AI-Driven Bank Statement Analytics as Alternative Data for Malaysian MSME Credit Scoring
di: Ng, Chun Chet, et al.
Pubblicazione: (2025)

Capability Thresholds and Manufacturing Topology: How Embodied Intelligence Triggers Phase Transitions in Economic Geography
di: Fang, Xinmin, et al.
Pubblicazione: (2026)

Large language models for spreading dynamics in complex systems
di: Jiang, Shuyu, et al.
Pubblicazione: (2026)

FaStfact: Faster, Stronger Long-Form Factuality Evaluations in LLMs
di: Wan, Yingjia, et al.
Pubblicazione: (2025)

Interactive DualChecker for Mitigating Hallucinations in Distilling Large Language Models
di: Wang, Meiyun, et al.
Pubblicazione: (2024)

QuantBench: Benchmarking AI Methods for Quantitative Investment
di: Wang, Saizhuo, et al.
Pubblicazione: (2025)

A Next-Generation Approach to Airline Reservations: Integrating Cloud Microservices with AI and Blockchain for Enhanced Operational Performance
di: Barua, Biman, et al.
Pubblicazione: (2024)

Synergistic Formulaic Alpha Generation for Quantitative Trading based on Reinforcement Learning
di: Shin, Hong-Gi, et al.
Pubblicazione: (2024)

AI-Driven Modular Services for Accessible Multilingual Education in Immersive Extended Reality Settings: Integrating Speech Processing, Translation, and Sign Language Rendering
di: Tantaroudas, N. D., et al.
Pubblicazione: (2026)

Digital Twin Technologies in Predictive Maintenance: Enabling Transferability via Sim-to-Real and Real-to-Sim Transfer
di: Ma, Sizhe, et al.
Pubblicazione: (2025)

Programmable Virtual Humans Toward Human Physiologically-Based Drug Discovery
di: Wu, You, et al.
Pubblicazione: (2025)

Algorithmic Tradeoffs in Fair Lending: Profitability, Compliance, and Long-Term Impact
di: Bansal, Aayam
Pubblicazione: (2025)

Optimizing Urban Service Allocation with Time-Constrained Restless Bandits
di: Mao, Yi, et al.
Pubblicazione: (2025)

Explainability matters: The effect of liability rules on the healthcare sector
di: Wei, Jiawen, et al.
Pubblicazione: (2025)

General Automatic Solution Generation of Social Problems
di: Niu, Tong, et al.
Pubblicazione: (2024)

Do Fair Models Reason Fairly? Counterfactual Explanation Consistency for Procedural Fairness in Credit Decisions
di: Popoola, Gideon, et al.
Pubblicazione: (2026)

Machine Learning-Driven Convergence Analysis in Multijurisdictional Compliance Using BERT and K-Means Clustering
di: Sonani, Raj, et al.
Pubblicazione: (2025)

Dynamic Portfolio Optimization via Augmented DDPG with Quantum Price Levels-Based Trading Strategy
di: Lin, Runsheng, et al.
Pubblicazione: (2025)

Exploring Artificial Intelligence Tutor Teammate Adaptability to Harness Discovery Curiosity and Promote Learning in the Context of Interactive Molecular Dynamics
di: Demir, Mustafa, et al.
Pubblicazione: (2025)

Towards Robust Evaluation of STEM Education: Leveraging MLLMs in Project-Based Learning
di: Wu, Xinyi, et al.
Pubblicazione: (2025)

Representation Learning of Limit Order Book: A Comprehensive Study and Benchmarking
di: Zhong, Muyao, et al.
Pubblicazione: (2025)

Balancing Power and Ethics: A Framework for Addressing Human Rights Concerns in Military AI
di: Islam, Mst Rafia, et al.
Pubblicazione: (2024)

Modeling the Feedback of AI Price Estimations on Actual Market Values
di: Silaghi, Viorel, et al.
Pubblicazione: (2024)