Is sutra copying still useful in the age of AI?&quot; Tentative solution to the question &quot;Is Shakyo useful in the age of AI?
<img src="https://gyazo.com/85dceeea9364a7e439a85edfde4349b0/thumb/1000" alt="image">
<ul>
<li>When learning a new programming language, the first step is to follow the tutorial or manual and observe the results.</li>
<li>And beyond that, they will encounter difficult problems, which will take time to overcome.</li>
<li>Even in the AI era, this remains basically the same. The similarity of the arrows in the figure expresses this.</li>
<li>The difference is that the target of that sutra changes from &quot;a tutorial written for a large audience&quot; to &quot;a procedure generated for you by an AI&quot; and the author of that procedure answers your questions.<ul>
<li><a href="/en/AI%20generates%20procedures">AI generates procedures</a>.</li>
<li>Mainly the latter effect makes it easier to overcome somewhat smaller mountains.<ul>
<li><img src="https://gyazo.com/c79edaf595fb233955f32d2e7c1d87c8/thumb/1000" alt="image"><ul>
<li>This part</li>
</ul>
</li>
</ul>
</li>
<li>This means that learners assisted by AI in the AI age will go farther and hit bigger walls in the same amount of time</li>
</ul>
</li>
</ul>
<h2>Making ver.1</h2>
<blockquote>
<a href="https://x.com/nishio/status/1900407051601473536">nishio</a> &quot;I don&#39;t know anything about Azure&quot;
 &quot;AI helped me understand Azure! I&#39;m getting set up!&quot;
 &quot;Unexplained phenomenon ......I don&#39;t know anything about Azure ......&quot; ← here and now
</blockquote>
After following the AI-generated instructions to build an Azure environment (by a nearly inexperienced amateur), I was able to do it smoothly until the middle of the process, and finally it behaved in a way that I did not understand and was not completed. w
Maybe this is the same thing you experience when you program in AI without knowing how to program.
When the system grows too large, it doesn&#39;t understand this and can&#39;t handle trouble. However, the speed at which we reach this &quot;limit&quot; is accelerated by AI, and although we get stuck in a shorter time than before, the results of progress made by the time we get stuck are greater than before.
I think the next step is to review these &quot;results to the point of dead end&quot; and take out the useful components and reuse them, so that we are on a better path than we were the first time around.
Specific examples of useful parts: I did a docker build on my MacBook and pushed to Azure and got a confusing error because the CPU architecture is different, the explanation is simply written assuming the same architecture, so I need to reread it or get the same build environment.
A little bit of verbalization has been achieved. Even if AI comes, the &quot;sutra copying&quot; work of following the text in an unobtrusive manner will not disappear, but the object of that copying will change from &quot;a tutorial written for a large audience&quot; to &quot;a procedure manual generated for me by the AI.
teramotodaiki
<ul>
<li>I was excited to think this was going to be a dark story about Azure, but it was a Docker thing.</li>
<li>I can do rather anything with Azure CLI, so I think I can baton over to Cline if I work up to the point of logging in to the CLI.<ul>
<li>nishio I can do it, but when I put az in the auto approve list, it started doing things I didn&#39;t understand what it was doing at the speed of explosion, so I stopped. w</li>
</ul>
</li>
</ul>
nishio
I can&#39;t verbalize the darkness of Azure because I haven&#39;t gone through it yet...
<ul>
<li>At any rate, it turns out that the Key Vault reference is not being resolved and is passing as a string to the environment variable.<ul>
<li><a href="/en/Key%20Vault%20and%20RBAC">Key Vault and RBAC</a></li>
</ul>
</li>
</ul>
I&#39;ll add the example of the &quot;small mountain can be quickly overcome by AI&quot; person, because it&#39;s hard to understand.
<ul>
<li><img src="https://gyazo.com/c79edaf595fb233955f32d2e7c1d87c8/thumb/1000" alt="image"><ul>
<li>This part</li>
</ul>
</li>
</ul>
next: <a href="/en/The%20process%20of%20understanding%20Azure%20for%20the%20Azure%20layman">The process of understanding Azure for the Azure layman</a>
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Is sutra copying still useful in the age of AI?" Tentative solution to the question "Is Shakyo useful in the age of AI?
![image](https://gyazo.com/85dceeea9364a7e439a85edfde4349b0/thumb/1000)