Cover Image

Nishpaksh: TEC Standard-Compliant Framework for Fairness Auditing and Certification of AI Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Prakash, Shashank, Prasad, Ranjitha, Agarwal, Avinash
Format:	Preprint
Published:	2026
Subjects:	Computers and Society Artificial Intelligence Human-Computer Interaction
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Enhancements for Developing a Comprehensive AI Fairness Assessment Standard
by: Agarwal, Avinash, et al.
Published: (2025)

Advancing Trustworthy AI for Sustainable Development: Recommendations for Standardising AI Incident Reporting
by: Agarwal, Avinash, et al.
Published: (2025)

Standardised schema and taxonomy for AI incident databases in critical digital infrastructure
by: Agarwal, Avinash, et al.
Published: (2025)

A federated architecture for sector-led AI governance: lessons from India
by: Agarwal, Avinash, et al.
Published: (2026)

Incorporating AI incident reporting into telecommunications law and policy: Insights from India
by: Agarwal, Avinash, et al.
Published: (2025)

A five-layer framework for AI governance: integrating regulation, standards, and certification
by: Agarwal, Avinash, et al.
Published: (2025)

Ensuring Fairness with Transparent Auditing of Quantitative Bias in AI Systems
by: Yuan, Chih-Cheng Rex, et al.
Published: (2024)

Fairness Audits of Institutional Risk Models in Deployed ML Pipelines
by: McConvey, Kelly, et al.
Published: (2026)

Can AI be Auditable?
by: Verma, Himanshu, et al.
Published: (2025)

AI Fairness in Practice
by: Leslie, David, et al.
Published: (2024)

Justified Evidence Collection for Argument-based AI Fairness Assurance
by: Sabuncuoglu, Alpay, et al.
Published: (2025)

Balancing Usability and Compliance in AI Smart Devices: A Privacy-by-Design Audit of Google Home, Alexa, and Siri
by: De Clark, Trevor, et al.
Published: (2026)

Accuracy Standards for AI at Work vs. Personal Life: Evidence from an Online Survey
by: Besanson, Gaston, et al.
Published: (2026)

OpenAI's Approach to External Red Teaming for AI Models and Systems
by: Ahmad, Lama, et al.
Published: (2025)

Generating the Modal Worker: A Cross-Model Audit of Race and Gender in LLM-Generated Personas Across 41 Occupations
by: van der Linden, Ilona, et al.
Published: (2025)

EARN Fairness: Explaining, Asking, Reviewing, and Negotiating Artificial Intelligence Fairness Metrics Among Stakeholders
by: Luo, Lin, et al.
Published: (2024)

Keeping an Eye on AI: A Framework for Effective Human Oversight of AI Systems
by: Gaube, Susanne, et al.
Published: (2026)

The Missing Knowledge Layer in AI: A Framework for Stable Human-AI Reasoning
by: Rosenbacke, Rikard, et al.
Published: (2026)

The Journey to Trustworthy AI: Pursuit of Pragmatic Frameworks
by: Nasr-Azadani, Mohamad M, et al.
Published: (2024)

Disability Across Cultures: A Human-Centered Audit of Ableism in Western and Indic LLMs
by: Phutane, Mahika, et al.
Published: (2025)

The RIGID Framework: Research-Integrated, Generative AI-Mediated Instructional Design
by: Kwak, Yerin, et al.
Published: (2026)

e-person Architecture and Framework for Human-AI Co-adventure Relationship
by: Esaki, Kanako, et al.
Published: (2025)

A Principle-based Framework for the Development and Evaluation of Large Language Models for Health and Wellness
by: Winslow, Brent, et al.
Published: (2025)

PAIR-SAFE: A Paired-Agent Approach for Runtime Auditing and Refining AI-Mediated Mental Health Support
by: Kim, Jiwon, et al.
Published: (2026)

Toward AI Systems That Understand Self and Others: A Multi-Phase Inference Framework for Human Cognitive Diversity and World-Model Alignment
by: Takahashi, Toru
Published: (2026)

Evaluating Human-AI Safety: A Framework for Measuring Harmful Capability Uplift
by: Vaccaro, Michelle, et al.
Published: (2026)

Gender Trouble in Language Models: An Empirical Audit Guided by Gender Performativity Theory
by: Hafner, Franziska Sofia, et al.
Published: (2025)

Frictionless Love: Associations Between AI Companion Roles and Behavioral Addiction
by: Agarwal, Vibhor, et al.
Published: (2026)

Are You the A-hole? A Fair, Multi-Perspective Ethical Reasoning Framework
by: Munir, Sheza, et al.
Published: (2026)

The Cloud Weaving Model for AI development
by: Kim, Darcy, et al.
Published: (2025)

Laypeople's Attitudes Towards Fair, Affirmative, and Discriminatory Decision-Making Algorithms
by: Lima, Gabriel, et al.
Published: (2025)

AI Misuse in Education Is a Measurement Problem: Toward a Learning Visibility Framework
by: Davalos, Eduardo, et al.
Published: (2026)

Governing Reflective Human-AI Collaboration: A Framework for Epistemic Scaffolding and Traceable Reasoning
by: Rosenbacke, Rikard, et al.
Published: (2026)

Tinker Tales: Interactive Storytelling Framework for Early Childhood Narrative Development and AI Literacy
by: Choi, Nayoung, et al.
Published: (2025)

Towards Experience-Centered AI: A Framework for Integrating Lived Experience in Design and Development
by: Gautam, Sanjana, et al.
Published: (2025)

The Narrative Continuity Test: A Conceptual Framework for Evaluating Identity Persistence in AI Systems
by: Natangelo, Stefano
Published: (2025)

Avenir-UX: Automated UX Evaluation via Simulated Human Web Interaction with GUI Grounding
by: Tan, Wee Joe, et al.
Published: (2026)

AI-Driven Human-Autonomy Teaming in Tactical Operations: Proposed Framework, Challenges, and Future Directions
by: Hagos, Desta Haileselassie, et al.
Published: (2024)

FairFare: A Tool for Crowdsourcing Rideshare Data to Empower Labor Organizers
by: Calacci, Dana, et al.
Published: (2025)

Deco: Extending Personal Physical Objects into Pervasive AI Companion through a Dual-Embodiment Framework
by: Jiang, Zhihan, et al.
Published: (2026)