Conversational Chatbots

Conversational chatbots, aiming to create engaging and human-like interactions, are a rapidly evolving area of artificial intelligence research. Current efforts focus on improving model efficiency through techniques like quantization and knowledge distillation, enhancing reasoning capabilities using large language models (LLMs) and reinforcement learning, and aligning chatbot behavior with desired guidelines through various optimization methods. This research is significant because it addresses both the technical challenges of building effective and safe chatbots and the broader societal implications of their increasing prevalence, including ethical considerations and the potential for misuse.