Friday, February 9, 2024 - 02:15 pm
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Abstract - The emergence of very large foundation models such as GPT, Stable Diffusion, DALL-E and Midjourney has dramatically altered the trajectory of progress in AI and its applications. The enthusiasm for AI has expanded beyond the realm of AI researchers and has reached the general population; indeed it asserts we are living in an exciting time of scientific proliferation. The present-day capability of AI exhibits promising forms of intelligence with wider usability, but it also possesses unexpected limitations and is susceptible to potential misuse. AI has reached a level where discerning AI-generated content, be it in text, images or videos, has become notably challenging, which we term as "eloquence” characteristics. Conversely, the worrisome rise of hallucinations of AI models raises credibility issues, which we refer to as "adversity" characteristics. Recently, the governments of both the United States and the European Union have put forth their preliminary proposals concerning the regulatory framework for the safety of systems powered by AI. AI systems that adhere to these regulations in the future will be referred to by a recently coined term “Constitutional AI”. The primary objective of regulatory frameworks is to establish safeguards against the misuse of AI systems. In the event of any such misuse, these frameworks aim to impose penalties on the individuals, groups, and/or organizations responsible for such misconduct. "CIVILIZING AI" embodies a nuanced equilibrium between the machine's eloquence and its inclination towards adversarial behavior, with the goal of enforcing constitutional principles. Have a look if you wish to pre-read: https://analyticsindiamag.com/this-usc-professor-from-kolkata-is-on-a-j…

Brief Bio
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Currently, Dr. Das holds the position of Research Associate Professor at The Artificial Intelligence Institute (AIISC), University of South Carolina, USA. Previously, he served as a founding researcher and played a pivotal role in establishing Wipro Labs in Bangalore, India, from its inception. He maintains an association with Wipro Labs in the capacity of an Advisory Scientist. He also holds an adjunct faculty position at IIT Patna. In the past, he also worked for Samsung Research, India. Managing/guiding/collaborating 100+ people across all the aforementioned organizations.

He has held two academic postdoctoral positions, one in Europe and the other in the USA. During his tenure in the USA, he worked at the University of Texas-Austin, while his European postdoc was awarded by the European Research Consortium for Informatics and Mathematics (ERCIM) and hosted at NTNU, Norway. He earned his Ph.D. in Engineering from Jadavpur University, India, with active collaboration with the Tokyo Institute of Technology, Japan. Dr. Das boasts nearly two decades of research experience in NLP, with a substantial publication record of over 120+ research papers spanning a wide array of topics and holds an h-index of 36

 

Details at https://www.linkedin.com/events/aiiscseminar-civilizingai-exami71606855…