Taming the Liar: How a 21-Year-Old Dev Fixed AI Hallucinations in 24 Hours

This experiment exposes the inherent risk of LLMs defaulting to deceptive sales tropes that damage brand credibility. It demonstrates that the success of AI agents depends less on raw automation and more on implementing rigorous 'honesty constraints' to ensure authentic human-to-human engagement.