AI Slop Is Costing You Hours. Here's How To Stop Sending It.

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• AI “slop” is not merely a style issue but a hidden cost that shifts the burden of checking and fixing onto the next reader, ultimately wasting hours.
• The true fix for AI slop is “authorship,” which is presented as a process focused on ensuring the work genuinely reflects what you mean, rather than relying on generic anti-slop checklists.
• AI models tend to “hill climb” towards a converged, generic voice, rendering universal anti-slop checklists ineffective and emphasizing the need for a “voice discovery skill” over simple style guides.
• Cultivate a “pro authorship” mindset by taking accountability for what you send, ensuring you’ve personally read and vetted the content, and avoiding the practice of sending work you haven’t fully reviewed.