I Stopped Drowning in AI Slop—Prompts That Saved Me 100+ Hours (Demo Inside)

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My site: https://natebjones.com
The Story: https://natesnewsletter.substack.com/p/i-built-a-20-prompt-set-to-kill-ai?r=1z4sm5&utm_campaign=post&utm_medium=web&showWelcomeOnShare=true
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AI slop is a massive issue, but we're attacking it wrong.
The usual story is that “AI makes people lazy,” or "we should all learn to write better," but the reality is that our attention ratio is shifting, and we have to deploy AI as an asset to help us focus human attention.

In this video, I share the inside scoop on how to detect and fix low-quality AI output:
• Why every team now faces an AI slop problem
• How to build robust prompts that act as quality filters
• What a real “anti-slop machine” looks like in practice
• Where managers should focus their 2 % of human attention

Chapters
00:00 The AI Content Explosion and Quality Concerns
02:36 Leveraging AI for Quality Control
05:28 Creating Effective Prompts for Evaluation
08:05 Building a Feedback Loop to Combat AI Slop
10:46 Raising the Quality Bar in AI Outputs

If you’re drowning in AI-generated work, this is how to raise the quality bar—and make AI your quality control layer instead of your problem.

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For deeper playbooks and analysis: https://natesnewsletter.substack.com/