During our previous analysis of academic conference submissions, we found that many authors primarily used AI to generate and format their references, resulting in papers with vibed citations but low AI text scores overall.

However, it’s hard to find human fingerprints in Points of Attack — harder, even, than finding a human-written LinkedIn post. Not only does the text scan as AI-generated, it’s riddled with common LLM errors like fake statistics, misattributions, and internal contradictions.