India, Dec. 8 -- As artificial intelligence advances, the relationship between humans and machines is evolving, moving from simple typed commands and algorithmic responses toward a deeper, more intuitive level of human perception and interaction. This paper explores how the human-AI relationship is shifting from straightforward prompts ("tell me .", "show me .") to more complex perceptual interactions - how systems understand context, adjust to human signals, and become collaborators in meaning-making rather than mere tools.

controlling AI through language

Historically, human-AI interaction has been dominated by prompt textual instructions or queries that instruct an AI to perform a task. With the rise of large-language models (LLMs) an...