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	<title>Learning Archives - Karnavaara</title>
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	<title>Learning Archives - Karnavaara</title>
	<link>https://karnavaara.com/tag/learning</link>
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	<item>
		<title>Generative AI</title>
		<link>https://karnavaara.com/tree/generative-ai</link>
		
		<dc:creator><![CDATA[Kvaara]]></dc:creator>
		<pubDate>Wed, 02 Jul 2025 00:29:45 +0000</pubDate>
				<category><![CDATA[Tree]]></category>
		<category><![CDATA[Generative AI]]></category>
		<category><![CDATA[Learning]]></category>
		<category><![CDATA[Memory Encoding]]></category>
		<category><![CDATA[Philosophy]]></category>
		<guid isPermaLink="false">https://karnavaara.com/?p=2681</guid>

					<description><![CDATA[Train to set GAI aside (except for feedback).]]></description>
										<content:encoded><![CDATA[
<hr class="wp-block-separator alignfull has-alpha-channel-opacity is-style-wide"/>



<figure class="wp-block-image aligncenter size-full is-resized is-style-default"><img fetchpriority="high" decoding="async" width="1024" height="1024" src="https://karnavaara.com/wp-content/uploads/2025/06/transparent_bg_straight_and_narrow_road.png" alt="" class="wp-image-2679" style="width:264px;height:auto" srcset="https://karnavaara.com/wp-content/uploads/2025/06/transparent_bg_straight_and_narrow_road.png 1024w, https://karnavaara.com/wp-content/uploads/2025/06/transparent_bg_straight_and_narrow_road-300x300.png 300w, https://karnavaara.com/wp-content/uploads/2025/06/transparent_bg_straight_and_narrow_road-150x150.png 150w, https://karnavaara.com/wp-content/uploads/2025/06/transparent_bg_straight_and_narrow_road-768x768.png 768w" sizes="(max-width: 1024px) 100vw, 1024px" /><figcaption class="wp-element-caption"><strong>DRAFT (WIP)</strong></figcaption></figure>



<hr class="wp-block-separator alignfull has-alpha-channel-opacity is-style-wide"/>



<h2 class="wp-block-heading">Preface</h2>



<p class="wp-block-paragraph">When <a href="https://openai.com/index/chatgpt/">ChatGPT</a>, one implementation of <a href="https://en.wikipedia.org/wiki/Generative_artificial_intelligence">Generative AI</a> (GAI), was released in November 2022, it marked a new era for <em>the age of AI</em> in which we currently live. There&#8217;s no denying it. There&#8217;s no stopping it. Times have changed and are continuing to change whether we want it or not. All we can do is try and enjoy the rollercoaster.</p>



<p class="wp-block-paragraph">However, let&#8217;s be honest, it hasn&#8217;t changed anything in the grand scheme of things. The world is still the same as it was before GAI. Sure, GAI <em>might</em> have been the primary cause of some layoffs, but for now, I think that <em>the benefits outweigh the costs</em>.</p>



<p class="wp-block-paragraph">What do I mean? Well, I think that GAI has an overall positive effect on our learning if (<em>and only if</em>) we use it judiciously. I&#8217;ve utilized it during these couple of years and had an epiphany. <strong>Thanks to GAI, a new lifelong objective has been bestowed upon us: train to set it aside (<em>except for feedback</em>).</strong></p>



<h2 class="wp-block-heading">Why</h2>



<p class="wp-block-paragraph">GAI isn&#8217;t going anywhere, and it isn&#8217;t going to get banned, and neither should it. Figuratively speaking, it&#8217;s kind of a modern &#8220;nuclear weapon in development&#8221;. They who limit its development will lose. West limits and/or bans AI? China and Russia would win. Governments know this. And so, we come to the age-old aphorism: <strong>if you can&#8217;t beat them, join them</strong>. If you&#8217;re against AI, you will lose in the job market to the ones who use it wisely.</p>



<p class="wp-block-paragraph">Additionally, ChatGPT has shown to reduce the amount of brain activity according to <a href="https://arxiv.org/pdf/2506.08872v1">an MIT study</a>. The study revolves around <em>cognitive debt</em> which is explained as follows: &#8220;<em>&#8230; a condition in which repeated reliance on external systems like LLMs replaces the effortful cognitive processes required for independent thinking.</em>&#8220;</p>



<p class="wp-block-paragraph">To be honest, almost anyone capable of using <em>common sense</em> can come to the conclusion that using GAI reduces the amount of brain activity and hence slows the amount of <a href="https://en.wikipedia.org/wiki/Neuroplasticity" target="_blank" rel="noreferrer noopener">neuroplasticity</a> from happening. If I put two and two together, I can confidently say without any evidence that this won&#8217;t decrease the amount of <em>Alzheimer&#8217;s diagnoses</em>.</p>



<p class="wp-block-paragraph">Having a competitive edge in the job market and maintaining your cognitive health should be more than enough of &#8220;why.&#8221;</p>



<h2 class="wp-block-heading">How</h2>



<p class="wp-block-paragraph">If you&#8217;ve read the <em>tree of <a href="https://karnavaara.com/tree/inspiration">Inspiration</a></em>, which is one of the core trees in Karnavaara, you could presume that ChatGPT is the favorite/front-runner and you&#8217;re the <em>underdog</em>. But unfortunately, this might not be practical as ChatGPT is a literal machine. It&#8217;s safe to say that you&#8217;ll never be able to outwork it. But you can <em>train to set it aside</em>.</p>



<p class="wp-block-paragraph">First and foremost, come up with stuff by using your own brain. This relates to the <a href="https://en.wikipedia.org/wiki/Generation_effect">generation effect</a>. Do this <em>honestly</em>. Only after you&#8217;re complacent with your work, send it to ChatGPT and <em>ask for feedback</em>. Ask questions such as &#8220;Is this accurate?&#8221;, &#8220;Have I understood this correctly?&#8221;, &#8220;how would you grade this?&#8221; etc. You should be the helmsman and ChatGPT your first mate (<em>i.e., your mentor/teacher</em>).</p>



<p class="wp-block-paragraph">ChatGPT will probably output a lot of feedback. Take your time and <em>dissect</em> it. Understand the dissection. Learn the dissection. Afterwards, return and improve your work. Do NOT copy-and-paste <em>verbatim</em> what ChatGPT came up with. <strong>Remember that you&#8217;re training to set it aside (except for feedback).</strong> With this mindset it doesn&#8217;t make any sense to make yourself dependent on it, right?</p>



<p class="wp-block-paragraph">One crucial thing to remember is that <strong>our brain isn&#8217;t weak</strong>. I think I demystified this in the <em>tree of <a href="https://karnavaara.com/diary/diary">Diary</a></em>. The amount of information our brain can store is <a href="https://www.scientificamerican.com/article/what-is-the-memory-capacity/">theorized to be 2.5 million gigabytes</a>. Our brain is capable of some unbelievable things, and not only on a theoretical level. Another thing is that <strong>there&#8217;s no rush</strong>. Take it slow. Breathe. You can read and watch videos all you want but that isn&#8217;t going to do jack shit if your <a href="https://en.wikipedia.org/wiki/Encoding_(memory)">memory encoding</a> is nonexistent.</p>



<p class="wp-block-paragraph">&#8230;</p>
]]></content:encoded>
					
		
		
			</item>
		<item>
		<title>Reactance</title>
		<link>https://karnavaara.com/genesis/reactance</link>
		
		<dc:creator><![CDATA[Kvaara]]></dc:creator>
		<pubDate>Mon, 16 Dec 2024 09:08:11 +0000</pubDate>
				<category><![CDATA[Genesis]]></category>
		<category><![CDATA[Learning]]></category>
		<category><![CDATA[Life]]></category>
		<category><![CDATA[Philosophy]]></category>
		<guid isPermaLink="false">https://karnavaara.com/?p=2105</guid>

					<description><![CDATA[Learn of your own accord–anything less is a disservice to your freedom.]]></description>
										<content:encoded><![CDATA[
<blockquote class="wp-block-quote has-text-align-center is-layout-flow wp-block-quote-is-layout-flow">
<p class="wp-block-paragraph">&#8220;<em>&#8230;<a href="https://en.wikipedia.org/wiki/Autodidacticism" target="_blank" rel="noreferrer noopener">autodidacticism</a> is pure, unadulterated freedom augmented with a positively reinforcing feedback loop: knowledge is power, and with power, you can enforce freedom.</em>&#8220;</p>
<cite>–Karnavaara</cite></blockquote>



<h2 class="wp-block-heading">Preface</h2>



<p class="wp-block-paragraph">You have probably heard of this before, but did you know that each of us has a unique art or discipline that we are best suited to master, and only God knows what it is? We must discover this so called <a href="https://en.wikipedia.org/wiki/Vocation#" target="_blank" rel="noreferrer noopener">vocation</a> ourselves because no survey, examination, or research can find it for us. How do we discover it? What&#8217;s the most effective way? Well, for starters, I think we should <a href="https://uwaterloo.ca/centre-for-teaching-excellence/catalogs/tip-sheets/self-directed-learning-four-step-process" target="_blank" rel="noreferrer noopener">self-direct our learning</a> and be <a href="https://en.wikipedia.org/wiki/Autodidacticism" target="_blank" rel="noreferrer noopener">autodidacts</a>.</p>



<p class="wp-block-paragraph">Study because <strong>you</strong> want to study. Study what <strong>you</strong> want to study. Study how <strong>you</strong> want to study. Don&#8217;t force yourself to study something you don&#8217;t want to–it&#8217;s an infringement and a disservice to your autonomy and freedom. Instead, nurture a sense of <a href="https://en.wikipedia.org/wiki/Reactance_(psychology)" target="_blank" rel="noreferrer noopener">reactance</a>–resist things that reduce your educational freedom–and it&#8217;ll be only a matter of time until <strong>you</strong> carve your path while developing your passions, leading to <a href="https://en.wikipedia.org/wiki/Self-actualization" target="_blank" rel="noreferrer noopener">self-actualization</a>.</p>



<h2 class="wp-block-heading">Why</h2>



<p class="wp-block-paragraph">Well, why would you let somebody else control your education? <strong>Why would you want to be bound by formal structures or authority figures like teachers?</strong> Why would you want to be in courses led by teachers who tell you what to study, imply how to study, and force you to do homework they come up with, which you probably don&#8217;t want to do?</p>



<p class="wp-block-paragraph">Maybe I&#8217;m exaggerating and generalizing a bit, but let&#8217;s be honest: <strong>school cultivates a culture of (<em>in most situations</em>) poor, forced, and other-than-self-directed learning.</strong></p>



<ol class="wp-block-list">
<li>What if the teacher is subpar? What if you notice that but want to avoid bringing it up just in case you become singled out as a target for negative attention?</li>



<li>What if the courses and their materials are outdated and weak?</li>



<li>What if politics have corrupted the course?</li>



<li>What if the homework (<em>at least in the bigger picture</em>) could be more interesting or varied?</li>



<li>What if you deem the way that the school works detrimental? What if this <em><a href="https://en.wikipedia.org/wiki/Modus_operandi" target="_blank" rel="noreferrer noopener">modus operandi</a></em> forces you to carry out unnecessary <a href="https://en.wikipedia.org/wiki/Boilerplate_text" target="_blank" rel="noreferrer noopener">boilerplate</a>?</li>



<li>Should the classroom atmosphere be hazardous? What then?</li>



<li>What about <a href="https://en.wikipedia.org/wiki/Learned_helplessness" target="_blank" rel="noreferrer noopener">learned helplessness</a> (<em><a href="https://scholarship.miami.edu/esploro/outputs/doctoral/Mathematics-anxiety-and-learned-helplessness/991031447941702976" target="_blank" rel="noreferrer noopener">which is most prevalent in mathematics</a></em>)? Your ability to help yourself might become dependent on the teacher.</li>



<li>Are you a fan of <a href="https://en.wikipedia.org/wiki/Teaching_to_the_test" target="_blank" rel="noreferrer noopener">teaching to the test</a>? Yeah, me neither.</li>
</ol>



<p class="wp-block-paragraph">Don&#8217;t get me wrong, <a href="https://potomac.edu/benefits-of-education/" target="_blank" rel="noreferrer noopener">school definitely has its benefits</a>, but <em>to me</em>, the downsides outweigh them. I never <em>really</em><sup data-fn="f09ad369-11ca-4fc1-a675-2a4892c74077" class="fn"><a id="f09ad369-11ca-4fc1-a675-2a4892c74077-link" href="#f09ad369-11ca-4fc1-a675-2a4892c74077">1</a></sup> succeeded or thrived in school, and because of that, I felt I was inferior to everybody else. I don&#8217;t particularly appreciate being told what, how, and why to study.<strong> I study because I want to study, and I study what I want to study. Nobody can tell me otherwise because nobody knows me better than me.</strong> This <a href="https://en.wikipedia.org/wiki/Autodidacticism" target="_blank" rel="noreferrer noopener">autodidacticism</a> is pure, unadulterated freedom augmented with a positively reinforcing feedback loop: knowledge is power, and with power, you can enforce freedom. And, quite frankly, that&#8217;s epic.</p>



<p class="wp-block-paragraph"><strong>I&#8217;ve also noticed that anything less leads to an adverse psychological reaction called <a href="https://en.wikipedia.org/wiki/Reactance_(psychology)" target="_blank" rel="noreferrer noopener">reactance</a>, which, for me, is a significant cause of procrastination.</strong> Systems, organizations, or people who tell me what to do triggers something deep in my brain that makes me actively want to fight back. This resistance is usually weak, but it&#8217;s much more powerful when it comes to learning and education. I believe there are two reasons for this:</p>



<ol class="wp-block-list">
<li>I want to keep the reason for learning <a href="https://www.personio.com/hr-lexicon/intrinsic-and-extrinsic-motivation/" target="_blank" rel="noreferrer noopener">intrinsic and not extrinsic</a>.</li>



<li>Learning something <em>purely</em> because someone told you to goes against my <em>philosophy of studying</em> corrupting and degrading it.</li>
</ol>



<p class="wp-block-paragraph">This psychological reactance resistance is so formidable that not even a monetary or non-monetary reward can&#8217;t quell it (<em>of course, ultimately, everything has a price</em>). <strong>Learning is fun and meaningful only when done autonomously, freely, and of your own accord.</strong></p>



<h2 class="wp-block-heading">How: Be An Autodidact</h2>



<p class="wp-block-paragraph">Take control of your education. Be an<em> </em><a href="https://en.wikipedia.org/wiki/Autodidacticism" target="_blank" rel="noreferrer noopener">autodidact</a> who is (<em>or wants to be</em>) self-taught. Be a lifelong learner with a preference for an unstructured education. Thrive in environments where you have the freedom to explore, experiment, and follow your passions rather than adhering to rigid educational or organizational structures. If you don&#8217;t want to learn something, don&#8217;t. If you want to learn something, learn that something. You will start to lose your way when you start learning something due to any kind of enforcement. What will happen when there is no enforcement? Exactly.</p>



<p class="wp-block-paragraph"><strong>The practical application of this philosophy is quite simple: follow your heart.</strong> You don&#8217;t have to think about it logically when it comes to learning. People often choose something they want to learn only to start over-analyzing<sup data-fn="27667aa7-cee1-451c-ab49-d2cf764845f5" class="fn"><a id="27667aa7-cee1-451c-ab49-d2cf764845f5-link" href="#27667aa7-cee1-451c-ab49-d2cf764845f5">2</a></sup> and questioning their decision. Is this relevant? Will AI replace this? How much is the salary? Is this possible for me? Can I master this in a week? Are there any certifications? And so on.</p>



<p class="wp-block-paragraph">In most cases<sup data-fn="17a2faad-a928-4670-86c1-2e5910205673" class="fn"><a id="17a2faad-a928-4670-86c1-2e5910205673-link" href="#17a2faad-a928-4670-86c1-2e5910205673">3</a></sup>, these questions are irrelevant because the most detrimental thing you can do is postpone learning. On top of that, you start to think about learning extrinsically. For once, choose what to learn through the lens of <a href="https://en.wikipedia.org/wiki/Pathos" target="_blank" rel="noreferrer noopener">pathos</a>–your own emotion.</p>



<hr class="wp-block-separator has-alpha-channel-opacity is-style-wide"/>


<ol class="wp-block-footnotes has-x-small-font-size"><li id="f09ad369-11ca-4fc1-a675-2a4892c74077">To be honest, I did get good grades in university of applied sciences later on in my studies but it was way too easy and unrewarding compared to high school. I also felt like I didn&#8217;t learn anything useful&#8230;  <a href="#f09ad369-11ca-4fc1-a675-2a4892c74077-link" aria-label="Jump to footnote reference 1"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/21a9.png" alt="↩" class="wp-smiley" style="height: 1em; max-height: 1em;" />︎</a></li><li id="27667aa7-cee1-451c-ab49-d2cf764845f5">This can lead to <a href="https://en.wikipedia.org/wiki/Analysis_paralysis" target="_blank" rel="noreferrer noopener">analysis paralysis</a>, where overthinking leads to a standstill in thought. Pro tip: the <a href="https://queue.acm.org/detail.cfm?id=2945077" target="_blank" rel="noreferrer noopener">small batches principle</a> can be an antidote to analysis paralysis because it reduces the number of variables and permutations.  <a href="#27667aa7-cee1-451c-ab49-d2cf764845f5-link" aria-label="Jump to footnote reference 2"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/21a9.png" alt="↩" class="wp-smiley" style="height: 1em; max-height: 1em;" />︎</a></li><li id="17a2faad-a928-4670-86c1-2e5910205673">I say in most cases because certain situations might require structured learning and the use of <a href="https://en.wikipedia.org/wiki/Logos" target="_blank" rel="noreferrer noopener">logos</a> (<em>i.e., think logically</em>). For example, professional certificates or career-specific skills. However, in the latter, I still recommend skills that you personally find enjoyable. Or you can risk starting to hate your job.   <a href="#17a2faad-a928-4670-86c1-2e5910205673-link" aria-label="Jump to footnote reference 3"><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/21a9.png" alt="↩" class="wp-smiley" style="height: 1em; max-height: 1em;" />︎</a></li></ol>]]></content:encoded>
					
		
		
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