---
id: "prereq-basic-ai-fluency"
type: "prereq"
source_timestamps: ["¶10"]
tags: ["tool-proficiency"]
related: ["contrarian-fluency-is-not-enough"]
reason: "Required to generate the initial outputs that the human will subsequently evaluate and refine."
sources: ["reskilling"]
sourceVaultSlug: "hbr-seg-reskilling"
originDay: 10
articleStem: "hbr-edu-32-help-employees-get-better-with-ai"
sourceUrl: "https://hbr.org/2026/06/help-employees-get-better-not-just-faster-with-ai"
sourceTitle: "Help Employees Get Better—Not Just Faster—with AI"
---
# Basic AI Fluency

**Prerequisite:** Basic AI fluency.

While the authors argue that AI fluency (prompting workshops, tool certifications) is *'far from sufficient,'* they explicitly state that it is *'necessary.'* A professional must know how to operate the tools functionally before they can apply meta-level judgment frameworks to the outputs.

**Why it's required:** Needed to generate the initial outputs that the human will then evaluate and refine. This prerequisite is the flip side of [[contrarian-fluency-is-not-enough|the contrarian insight that fluency training alone is insufficient]].