liveBook · Manning

Excellence gap

As explained in The AI Pocket Book

The difference between work that is merely acceptable and work that is truly excellent in a given job, used here to explain AI exposure.

The excellence gap is the distance between work that is merely good enough and work that has to be truly excellent. It matters because jobs with a big gap often depend on human judgment, feedback, and originality, not just repeatable steps. section 5.1

A soap opera can get by with fast, recycled writing; a high-end TV series needs careful writing, testing, and polish to stand out over time. The same split shows up in other work where “just fine” and “excellent” are very different targets. section 5.1

The treatment points to a few signs that a job has a wide excellence gap:

  • It rewards thoroughness and long-term effects more than speed and low cost. section 5.1
  • It leans on original work instead of rehashed prior work. section 5.1
  • It includes human-touch tasks like interviewing, research, relationship-building, and feedback gathering. section 5.1
  • It is hard to describe as a simple recipe of steps. section 5.1

Example contrast

Writing soap operas is presented as “just fine” work: quick, cheap, and repetitive. Writing high-end TV or a high-end newspaper opinion piece is presented as excellent work: slower, more original, and more dependent on human judgment. section 5.1

How The AI Pocket Book covers it

How deep it goes
Defines the gap, illustrates it with TV and writing examples, and gives simple signs for spotting it.
Examples
Uses soap operas, high-budget TV series, a journalist, SEO-driven blog articles, opinion pieces, and translation.
What it assumes
Assumes no AI background and starts from a plain distinction between “good enough” and “excellent.”
What you can do after
Evaluate how exposed a job is to AI by checking whether excellence depends on human judgment and non-recipe work.
How it connects
Connects to AI automation, human touch, networking, feedback, journalism, translation, and TV writing.

This explainer was generated by Manning's knowledge graph from the text of The AI Pocket Book. The section links point to the parts of the book it draws on.