Responsible AI for General-Purpose Systems: Overview, Challenges, and A Path Forward
Fuente:
arXiv
Guardado en:
| Autores principales: | Patro, Gourab K, Agrawal, Himanshi, Gharat, Himanshu, Panigrahi, Supriya, Sherpa, Nim, Vaddina, Vishal, Birru, Dagnachew |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
From Personalization to Prejudice: Bias and Discrimination in Memory-Enhanced AI Agents for Recruitment
por: Gharat, Himanshu, et al.
Publicado: (2025)
por: Gharat, Himanshu, et al.
Publicado: (2025)
PROTEUS: SLA-Aware Routing via Lagrangian RL for Multi-LLM Serving Systems
por: Bhatti, Amit Singh, et al.
Publicado: (2026)
por: Bhatti, Amit Singh, et al.
Publicado: (2026)
ORPO-Distill: Mixed-Policy Preference Optimization for Cross-Architecture LLM Distillation
por: Singh, Aasheesh, et al.
Publicado: (2025)
por: Singh, Aasheesh, et al.
Publicado: (2025)
Surrogate-Guided Quantum Discovery in Black-Box Landscapes with Latent-Quadratic Interaction Embedding Transformers
por: Gopalakrishnan, Saisubramaniam, et al.
Publicado: (2026)
por: Gopalakrishnan, Saisubramaniam, et al.
Publicado: (2026)
Knowledge Graph Based Repository-Level Code Generation
por: Athale, Mihir, et al.
Publicado: (2025)
por: Athale, Mihir, et al.
Publicado: (2025)
A Multi-Objective Genetic Algorithm for Healthcare Workforce Scheduling
por: Patel, Vipul, et al.
Publicado: (2025)
por: Patel, Vipul, et al.
Publicado: (2025)
Search-Based Risk Feature Discovery in Document Structure Spaces under a Constrained Budget
por: Gopalakrishnan, Saisubramaniam, et al.
Publicado: (2026)
por: Gopalakrishnan, Saisubramaniam, et al.
Publicado: (2026)
ACT: Bridging the Gap in Code Translation through Synthetic Data Generation & Adaptive Training
por: Saxena, Shreya, et al.
Publicado: (2025)
por: Saxena, Shreya, et al.
Publicado: (2025)
Accelerated Gradient-based Design Optimization Via Differentiable Physics-Informed Neural Operator: A Composites Autoclave Processing Case Study
por: Patel, Janak M., et al.
Publicado: (2025)
por: Patel, Janak M., et al.
Publicado: (2025)
HI-SQL: Optimizing Text-to-SQL Systems through Dynamic Hint Integration
por: Parab, Ganesh, et al.
Publicado: (2025)
por: Parab, Ganesh, et al.
Publicado: (2025)
Enhancing Cache-Augmented Generation (CAG) with Adaptive Contextual Compression for Scalable Knowledge Integration
por: Agrawal, Rishabh, et al.
Publicado: (2025)
por: Agrawal, Rishabh, et al.
Publicado: (2025)
An Advanced Physics-Informed Neural Operator for Comprehensive Design Optimization of Highly-Nonlinear Systems: An Aerospace Composites Processing Case Study
por: Ramezankhani, Milad, et al.
Publicado: (2024)
por: Ramezankhani, Milad, et al.
Publicado: (2024)
FairRec: Two-Sided Fairness for Personalized Recommendations in Two-Sided Platforms
por: Patro, Gourab K, et al.
Publicado: (2020)
por: Patro, Gourab K, et al.
Publicado: (2020)
FB-HyDON: Parameter-Efficient Physics-Informed Operator Learning of Complex PDEs via Hypernetwork and Finite Basis Domain Decomposition
por: Ramezankhani, Milad, et al.
Publicado: (2024)
por: Ramezankhani, Milad, et al.
Publicado: (2024)
State of Health Estimation of Batteries Using a Time-Informed Dynamic Sequence-Inverted Transformer
por: Patel, Janak M., et al.
Publicado: (2025)
por: Patel, Janak M., et al.
Publicado: (2025)
GITO: Graph-Informed Transformer Operator for Learning Complex Partial Differential Equations
por: Ramezankhani, Milad, et al.
Publicado: (2025)
por: Ramezankhani, Milad, et al.
Publicado: (2025)
Effective Mitigations for Systemic Risks from General-Purpose AI
por: Uuk, Risto, et al.
Publicado: (2024)
por: Uuk, Risto, et al.
Publicado: (2024)
Evaluating General-Purpose AI with Psychometrics
por: Wang, Xiting, et al.
Publicado: (2023)
por: Wang, Xiting, et al.
Publicado: (2023)
Need of AI in Modern Education: in the Eyes of Explainable AI (xAI)
por: Manna, Supriya, et al.
Publicado: (2024)
por: Manna, Supriya, et al.
Publicado: (2024)
Matrix-free algorithms for fast ab initio calculations on distributed CPU architectures using finite-element discretization
por: Panigrahi, Gourab, et al.
Publicado: (2025)
por: Panigrahi, Gourab, et al.
Publicado: (2025)
LLMOrbit: A Circular Taxonomy of Large Language Models -From Scaling Walls to Agentic AI Systems
por: Patro, Badri N., et al.
Publicado: (2026)
por: Patro, Badri N., et al.
Publicado: (2026)
Weighted K-Harmonic Means Clustering: Convergence Analysis and Applications to Wireless Communications
por: Ghatak, Gourab
Publicado: (2025)
por: Ghatak, Gourab
Publicado: (2025)
3D-Properties: Identifying Challenges in DPO and Charting a Path Forward
por: Yan, Yuzi, et al.
Publicado: (2024)
por: Yan, Yuzi, et al.
Publicado: (2024)
Looking Forward: Challenges and Opportunities in Agentic AI Reliability
por: Xing, Liudong, et al.
Publicado: (2025)
por: Xing, Liudong, et al.
Publicado: (2025)
Beyond Listenership: AI-Predicted Interventions Drive Improvements in Maternal Health Behaviours
por: Dasgupta, Arpan, et al.
Publicado: (2025)
por: Dasgupta, Arpan, et al.
Publicado: (2025)
Applications and Challenges of AI and Microscopy in Life Science Research: A Review
por: Buckchash, Himanshu, et al.
Publicado: (2025)
por: Buckchash, Himanshu, et al.
Publicado: (2025)
The Path Ahead for Agentic AI: Challenges and Opportunities
por: Sibai, Nadia, et al.
Publicado: (2026)
por: Sibai, Nadia, et al.
Publicado: (2026)
Distinguishing Task-Specific and General-Purpose AI in Regulation
por: Wang, Jennifer, et al.
Publicado: (2025)
por: Wang, Jennifer, et al.
Publicado: (2025)
The Dilemma of Uncertainty Estimation for General Purpose AI in the EU AI Act
por: Valdenegro-Toro, Matias, et al.
Publicado: (2024)
por: Valdenegro-Toro, Matias, et al.
Publicado: (2024)
Enhancing scene‐text visual question answering with relational reasoning, attention and dynamic vocabulary integration
por: Mayank Agrawal, et al.
Publicado: (2024)
por: Mayank Agrawal, et al.
Publicado: (2024)
Approaches to Responsible Governance of GenAI in Organizations
por: Gandhi, Dhari, et al.
Publicado: (2025)
por: Gandhi, Dhari, et al.
Publicado: (2025)
General Purpose Artificial Intelligence Systems (GPAIS): Properties, Definition, Taxonomy, Societal Implications and Responsible Governance
por: Triguero, Isaac, et al.
Publicado: (2023)
por: Triguero, Isaac, et al.
Publicado: (2023)
Neurosymbolic AI for Enhancing Instructability in Generative AI
por: Sheth, Amit, et al.
Publicado: (2024)
por: Sheth, Amit, et al.
Publicado: (2024)
Risk Sources and Risk Management Measures in Support of Standards for General-Purpose AI Systems
por: Gipiškis, Rokas, et al.
Publicado: (2024)
por: Gipiškis, Rokas, et al.
Publicado: (2024)
Reversing the Paradigm: Building AI-First Systems with Human Guidance
por: Spera, Cosimo, et al.
Publicado: (2025)
por: Spera, Cosimo, et al.
Publicado: (2025)
Take Goodhart Seriously: Principled Limit on General-Purpose AI Optimization
por: Maier, Antoine, et al.
Publicado: (2025)
por: Maier, Antoine, et al.
Publicado: (2025)
The Case for ESM3 as a General-Purpose AI Model with Systemic Risk Under the EU AI Act
por: Qureshi, Taro, et al.
Publicado: (2026)
por: Qureshi, Taro, et al.
Publicado: (2026)
Supporting Productivity Skill Development in College Students through Social Robot Coaching: A Proof-of-Concept
por: Lalwani, Himanshi, et al.
Publicado: (2025)
por: Lalwani, Himanshi, et al.
Publicado: (2025)
General Knowledge 0.5 For Pin Number 6
por: Dagnachew Jenber
Publicado: (2025)
por: Dagnachew Jenber
Publicado: (2025)
Personas within Parameters: Fine-Tuning Small Language Models with Low-Rank Adapters to Mimic User Behaviors
por: Thakur, Himanshu, et al.
Publicado: (2025)
por: Thakur, Himanshu, et al.
Publicado: (2025)
Ejemplares similares
-
From Personalization to Prejudice: Bias and Discrimination in Memory-Enhanced AI Agents for Recruitment
por: Gharat, Himanshu, et al.
Publicado: (2025) -
PROTEUS: SLA-Aware Routing via Lagrangian RL for Multi-LLM Serving Systems
por: Bhatti, Amit Singh, et al.
Publicado: (2026) -
ORPO-Distill: Mixed-Policy Preference Optimization for Cross-Architecture LLM Distillation
por: Singh, Aasheesh, et al.
Publicado: (2025) -
Surrogate-Guided Quantum Discovery in Black-Box Landscapes with Latent-Quadratic Interaction Embedding Transformers
por: Gopalakrishnan, Saisubramaniam, et al.
Publicado: (2026) -
Knowledge Graph Based Repository-Level Code Generation
por: Athale, Mihir, et al.
Publicado: (2025)