Whereas if I say “tacit skill extraction”, suddenly people pay attention.
And then if I follow it up with “it’s totally not theoretical, it’s been used for training and UI design in the military and in health care for three decades”, they REALLY pay attention.
Conversation
“Wait, does this mean I can use these techniques on experts around me to learn from them?”
Yes.
“And I can use it to interview expert users, so I can design UIs to enable or augment their expertise?”
Yes; Nasdaq already does it:
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And then the more interesting questions:
“Are extracted tacit mental models of expertise useful when put to paper?”
If you know how to use them, yes!
“So what if we have a knowledge base with the extracted tacit mental models of our company’s experts?”
Hmmmm
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“What kind of training programs can you create when you are able to extract tacit knowledge?”
Well, very interesting ones:
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Totally obvious once you know it exists, but training methods for when you can extract tacit expertise (assuming you have access to experts, and the skill to do so) look VERY different from training methods without such an ability.
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“Wait, you mean to say you don’t have to synthesise the expertise into an easily consumable framework?”
The bar is lower. You probably have some idea of the shape of the expertise, but you don’t have to do TOO much theorycrafting.
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“So you just do simulation exercises as a form of training?”
Yes! It seems that NDM training prioritises ‘cognitive fidelity’. So long as the simulation exercise captures salient features of the actual task, you get fairly rapid expertise acquisition.
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In fact they wrote a whole book for the Department of Defence on accelerating trial and error cycles! It’s called Accelerated Expertise:
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If you want to get started with NDM, there’s an easier path now. A couple of the field’s OG researchers have set up something they’re calling the CTA Institute. Courses are available for pre-order now: cta.institute
(I’ve signed up for the self-learn version)
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Otherwise, you can just give ACTA (a simpler tacit skill extraction technique) here: commoncog.com/blog/an-easier
What was what I did. 🙃
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In which LessWrong discovers Naturalistic Decision Making training methods:
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Yes, that’s what would happen when you build on theories of cognition that allow for accelerated trial and error cycles.
Replying to
Have you seen Hack The Box? Also tons of videos of experts going through and explaining on YT for it.
cc: bc of your podcast episode on this
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