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Five main reactions to AI include: to upskill, self-validate, dissociate, disengage, and adapt.

July 15, 2025 / 01:38

This episode discusses five key reactions employees may have towards generative AI in the workplace: direct resolution, symbolic self-completion, dissociation, escapism, and fluid compensation.

Direct resolution involves employees upskilling themselves, such as taking a prompt engineering course to better utilize generative AI tools. This proactive approach aims to enhance their competence.

Symbolic self-completion focuses on emphasizing human judgment in work, illustrated by a consultant highlighting human insights during a presentation.

Dissociation refers to employees distancing themselves from generative AI, like a graphic designer reverting to traditional techniques, which can hinder organizational goals.

Escapism is characterized by disengagement, where employees may spend time on their phones instead of engaging with AI tools. Fluid compensation involves assessing AI's strengths and weaknesses and adjusting skills accordingly to fill gaps.

TL;DR

Employees react to generative AI with strategies like upskilling, emphasizing human judgment, or disengaging from technology.

Episode

1:38
00:00:00
We argue that five key reactions will be
00:00:03
especially common and they vary in the
00:00:06
extent to which they are positive or
00:00:07
adaptive and the extent to which they
00:00:09
are negative for the organization and
00:00:10
for the employee. There's one we call
00:00:12
direct resolution. You feel a threat to
00:00:14
your competence and you decide to
00:00:16
upskill yourself. For example, you sign
00:00:18
up to a prompt engineering course to be
00:00:20
able to be a proficient user of genai.
00:00:21
That is tackling the threat directly to
00:00:23
solve it and become a proficient user
00:00:26
benefit from it. The second one we talk
00:00:28
about is symbolic self-comp completion
00:00:30
and that strategy is one where the
00:00:32
employee is reminding themselves and
00:00:34
others and underlying the role of human
00:00:37
judgment. For example, you can imagine a
00:00:38
consultant who in the course of a
00:00:41
presentation underlines the human
00:00:43
insights that are brought in. Then there
00:00:45
is dissociation where you are trying to
00:00:48
move away from geni tools or geni jobs.
00:00:50
So for example, graphic designer might
00:00:52
rediscover old-fashioned techniques. And
00:00:54
as an element of this, there might be a
00:00:56
component of sabotaging, trying to
00:00:58
behave in a way that makes the AI fail.
00:01:01
And so that's obviously not good for the
00:01:03
company's effort to benefit from geni.
00:01:05
Then you have escapism, which is
00:01:07
basically disengagement. I'm can I have
00:01:09
geni doing all this work and I'm
00:01:11
spending all my time scrolling on the
00:01:13
phone? And then you have one called flu
00:01:15
fluid compensation which is trying to
00:01:17
assess what's AI doing well and what is
00:01:19
not doing so well and then pivot a
00:01:22
little bit recalibrate your activity and
00:01:24
your skills towards the areas where you
00:01:26
feel AI is falling short and so that's a
00:01:28
more adaptive one.

Episode Highlights

  • Direct Resolution
    Tackle threats to competence by upskilling, like taking a prompt engineering course.
    “Upskill yourself to tackle threats directly.”
    @ 00m 12s
    July 15, 2025
  • Dissociation
    Some employees may revert to traditional methods, distancing themselves from AI tools.
    “Rediscover old-fashioned techniques.”
    @ 00m 50s
    July 15, 2025
  • Escapism
    Disengagement can lead to spending excessive time on distractions instead of work.
    “Disengagement leads to escapism.”
    @ 01m 05s
    July 15, 2025

Episode Quotes

  • Upskill yourself to tackle threats directly.
    Five main reactions to AI include: to upskill, self-validate, dissociate, disengage, and adapt.
  • Rediscover old-fashioned techniques.
    Five main reactions to AI include: to upskill, self-validate, dissociate, disengage, and adapt.
  • Disengagement leads to escapism.
    Five main reactions to AI include: to upskill, self-validate, dissociate, disengage, and adapt.

Key Moments

  • Direct Resolution00:12
  • Dissociation00:50
  • Escapism01:05

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