In the realm of detecting deception, our gut instincts may not be as reliable as we think. Research indicates that our ability to spot dishonesty, especially in group settings and over extended conversations, is only slightly better than chance. This challenge becomes even more pronounced when multiple individuals with hidden agendas are involved. Despite advancements in AI and access to vast amounts of data, deciphering long-term goals and hidden motives remains elusive for artificial intelligence. Understanding the complexities of social interactions and deception highlights the unique social intelligence that humans possess. Researchers now have the opportunity to delve into this intriguing field using a publicly available data set and platform to advance AI's comprehension of complex social dynamics. Dive into this captivating area of study to push the boundaries of natural language understanding in intricate social contexts.