XKCD 1425's "check if photo is a bird" task has become easy with AI advancements, yet understanding LLM limitations and the complexity of software development remains challenging. The rise of AI-assisted tools in programming requires deeper comprehension, as seen in issues like Claude Artifacts not being able to make external API calls due to CSP headers.