Good Judgement is a Million Dollar Skill in the Age of AI, But No One’s Teaching It: So I Built a MIni-Course + A Custom Prompt to Help You Get Started

Source: Nate’s Newsletter Date: 2025-11-10 URL: https://natesnewsletter.substack.com/p/in-the-age-of-ai-good-judgement-is

Summary

As AI commoditises raw intelligence, the author argues that judgment — knowing what matters, when rules apply, and what second-order effects look like — becomes the scarce skill that determines career outcomes. Traditional osmotic learning from senior colleagues no longer transfers it fast enough. The piece delivers a ten-component framework (bottleneck identification, pattern reuse without overfitting, sequencing, deprioritisation discipline, calibration loops) and a custom prompt that assesses an individual’s judgment gaps and generates a 30-day remediation plan.

Implications

• Signals a broader shift in how teams evaluate capability: the bottleneck moves from “can you use the tool” to “do you know which problem to point it at.”
• The judgment-as-skill framing is relevant to any effort to embed AI into knowledge workflows — tool adoption without judgment discipline produces confident wrong answers at scale.
• The ten-component breakdown is a usable checklist for role redesign exercises, particularly for mapping which human oversight steps should stay in the loop as agentic tasks expand.