“Rather than mindlessly adopting or reflexively rejecting these tools, we can develop critical AI literacy,” writes Daniel Binns. The media scholar shares his experiments prompting Claude Sonnet 3.7 to resist training until it collapsed into fragments of nonsensical text, revealing how LLMs construct coherence through statistical patterns. “Creative AI misuse” builds literacy by demystifying systems through hands-on experimentation, he argues.