11 citations · 17 across the 4 of their papers we have counts for
5 papers
SynthSentry: Detecting Synthetic Data Contamination in Language Model Training Data
Praveen Kumar Myakala, Ravichandra Namburi, Sowmya Keragodu Jayaramu +1
Large language models trained recursively on their own or other models' outputs undergo model collapse, in which distributional tails and factual accuracy deteriorate while fluency…
BeliefShift: Benchmarking Temporal Belief Consistency and Opinion Drift in LLM Agents
Praveen Kumar Myakala, Manan Agrawal, Rahul Manche
LLMs are increasingly used as long-running conversational agents, yet every major benchmark evaluating their memory treats user information as static facts to be stored and retriev…
AI-Powered Assistive Technologies for Visual Impairment
Prudhvi Naayini, Praveen Kumar Myakala, Chiranjeevi Bura +2
Artificial Intelligence (AI) is revolutionizing assistive technologies. It offers innovative solutions to enhance the quality of life for individuals with visual impairments. This…
Digital Doppelgangers: Ethical and Societal Implications of Pre-Mortem AI Clones
Vijayalaxmi Methuku, Praveen Kumar Myakala
The rapid advancement of generative AI has enabled the creation of pre-mortem digital twins, AI-driven replicas that mimic the behavior, personality, and knowledge of living indivi…
Advancing Transformative Education: Generative AI as a Catalyst for Equity and Innovation
Chiranjeevi Bura, Praveen Kumar Myakala
Generative AI is transforming education by enabling personalized learning, enhancing administrative efficiency, and fostering creative engagement. This paper explores the opportuni…