Artificial intelligence or clever artifice?

The distinction between genuine machine reasoning and sophisticated statistical mimicry remains a critical point of contention in modern scientific research. Understanding this boundary is essential for determining how AI can be reliably integrated into rigorous fields like chemistry without compromising experimental integrity.