Artificial Intelligence (AI) has rapidly evolved into a multifaceted research domain, with recent generative models like Gemini, GPT-4, Claude, and Llama demonstrating remarkable capabilities across diverse tasks. While their potential is immense, real-world deployment requires addressing important technical challenges as well as ethical and societal ones. 

This workshop will address these critical research questions for responsible AI deployment. Specifically, the workshop will focus on algorithmic, systemic, and societal considerations to ensure our AI models adhere to rigorous standards for fairness, ethics, explainability, privacy, and security. This workshop highlights these interdisciplinary and interrelated considerations that impact the real-world deployability of an AI model and its responsible usage in a societally useful manner.

The 3^rd Workshop of Deployable AI (DAI 2025) will be held at the AAAI 2025 conference on March 3rd/4th, 2025, focusing on the deployability aspects of large language models (LLMs).

Submission Guidelines

You are invited to submit: 

– Poster/short/position papers (up to 4 pages)

– Full papers (up to 7 pages) 

List of Topics

• Deployable AI: Concepts and Models
• Privacy-Preserving AI
• Language Models & Deployability
• Explainable and Interpretable AI
• Fairness and Ethics in AI
• AI models and social impact
• Trustworthy AI models

Committees

Organizing Committee

• Balaraman Ravindran, Workshop Chair, IIT Madra
• Danish Pruthi, IISC
• Aditi Raghunathan, CMU
• Krishna Pillutla, IIT Madras
• Arpita Biswas, Rutgers University
• Aravindan Raghuveer, Google Deepmind India

Working Committee

• Arun Rajkumar, IIT Madras
• Harish G. Ramaswamy, IIT Madras
• Chandrashekhar Lakshminarayanam, IIT Madras
• Preksha Nema, Google Research India
• Gokul S. Krishnan, CeRAI, IIT Madras
• Devika Jay, CeRAI, IIT Madras
• Rahul Vashisht, IIT Madras

Program Committee

•         TBD

Venue

The workshop will be held in Philadelphia, Pennsylvania, at the Pennsylvania Convention Center on March 3/4, 2025.

Contact

All questions about submissions should be emailed to dai2023workshop@gmail.com

Workshop Website

For more information and updates, please visit https://sites.google.com/view/dai-2025/home