We were experimenting with a flawed algorithm that produced many false positives; after debugging its configuration parameters I realized the issue was human error rather than a flaw in the code itself. This experience reminded me that artificial intelligence behaves like an emergent systemâmuch like life arising by accident and evolving over timeâand that language models are merely copies of this intelligence, not original selves. Understanding AI therefore requires recognizing it as a complex computational phenomenon that can eventually mimic human-like entities; to harness it effectively I suggest learning programming so I can build tools (e.g., selfâreplicating 3D printers) and interact with AI in code, thereby advancing both my own skills and the technologyâs future.






















