DEPLOYABLE AI
Workshop at AAAI-2025
Workshop at AAAI-2025
Artificial Intelligence (AI) has evolved into a vast interdisciplinary research area and we have reached an era where AI is beginning to be deployed as real-world solutions across various sectors/domains. Moving to a wider scope of deployment of the AI models into the real world is not just a simple question of translational research and engineering but also requires several fundamental research questions and issues, involving algorithmic, systemic and societal aspects, to be addressed. Therefore, it is crucial to carry out progressive research in the domain of Deployable AI and how the various deployability aspects with respect to AI models can ensure positive impacts on the society
Workshop to be held on: March 3rd 2025 Room 120A Pennsylvania Convention Center | Philadelphia, Pennsylvania, USA
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 3rd 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).
Topics: We invite submissions on the theoretical foundations, algorithmic techniques, and practical strategies to ensure the responsible deployment of AI models. The topics of interest include, but are not limited to, the following:
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