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title: I Don't Want to Be a System 3 Thinker
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# I Don't Want to Be a System 3 Thinker

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# The Classic Model of Thinking

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    <div class="border-l-4 border-blue-500 pl-6">
        <h3 class="text-blue-400 text-2xl font-bold mb-4">System 1</h3>
        <ul class="space-y-2 text-gray-300">
            <li>⚡ Fast</li>
            <li>🧠 Intuitive</li>
            <li>❤️ Emotional</li>
        </ul>
    </div>
    <div class="border-l-4 border-purple-500 pl-6">
        <h3 class="text-purple-400 text-2xl font-bold mb-4">System 2</h3>
        <ul class="space-y-2 text-gray-300">
            <li>🐢 Slow</li>
            <li>🔍 Deliberate</li>
            <li>📐 Analytical</li>
        </ul>
    </div>
</div>
<div class="mt-10 text-center text-gray-500 italic text-sm">
    Kahneman, <em>Thinking, Fast and Slow</em>
</div>

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# A New Participant Enters

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    <div class="border-l-4 border-blue-500 pl-6 opacity-60">
        <h3 class="text-blue-400 text-xl font-bold mb-4">System 1</h3>
        <p class="text-gray-400 text-sm">Inside the brain<br/>Fast & Intuitive</p>
    </div>
    <div class="border-l-4 border-purple-500 pl-6 opacity-60">
        <h3 class="text-purple-400 text-xl font-bold mb-4">System 2</h3>
        <p class="text-gray-400 text-sm">Inside the brain<br/>Slow & Analytical</p>
    </div>
    <div class="border-l-4 border-green-500 pl-6">
        <h3 class="text-green-400 text-xl font-bold mb-4">System 3</h3>
        <p class="text-gray-300 text-sm">
            <span class="text-white font-bold">Outside</span> the brain<br/>
            Artificial cognition<br/>
            Cloud-based & generative
        </p>
    </div>
</div>
<v-click>
    <div class="mt-10 text-center text-yellow-400 font-bold">
        The classic model assumed all cognition happens inside a biological mind.
    </div>
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# What Makes System 3 Different

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        <div class="flex items-start gap-4">
            <div class="bg-green-500 text-white rounded-full w-8 h-8 flex items-center justify-center font-bold shrink-0">1</div>
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                <h3 class="text-xl font-bold text-green-400">External</h3>
                <p class="text-gray-400">Lives in artificial infrastructure — cloud models, LLMs — not in your nervous system.</p>
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        </div>
    </v-click>
    <v-click>
        <div class="flex items-start gap-4">
            <div class="bg-blue-500 text-white rounded-full w-8 h-8 flex items-center justify-center font-bold shrink-0">2</div>
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                <h3 class="text-xl font-bold text-blue-400">Automated & Data-Driven</h3>
                <p class="text-gray-400">Executes at speed and scale beyond human capability. Performance reflects its training data — including its biases and gaps.</p>
            </div>
        </div>
    </v-click>
    <v-click>
        <div class="flex items-start gap-4">
            <div class="bg-purple-500 text-white rounded-full w-8 h-8 flex items-center justify-center font-bold shrink-0">3</div>
            <div>
                <h3 class="text-xl font-bold text-purple-400">Dynamic</h3>
                <p class="text-gray-400">Interacts in real time. Can supplement your System 2 — or short-circuit your System 1 entirely.</p>
            </div>
        </div>
    </v-click>
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# Two Very Different Things

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        <h3 class="text-blue-400 text-2xl font-bold mb-4">Cognitive Offloading</h3>
        <ul class="space-y-3 text-gray-300">
            <li>✅ Strategic delegation</li>
            <li>✅ You scaffold your own thinking</li>
            <li>✅ AI assists your deliberation</li>
            <li class="text-white font-bold mt-4">You are still driving</li>
        </ul>
    </div>
    <div class="border-t-4 border-red-500 pt-6">
        <h3 class="text-red-400 text-2xl font-bold mb-4">Cognitive Surrender</h3>
        <ul class="space-y-3 text-gray-300">
            <li>❌ Full abdication</li>
            <li>❌ Accept output without verification</li>
            <li>❌ System 2 goes dormant</li>
            <li class="text-white font-bold mt-4">The AI is driving</li>
        </ul>
    </div>
</div>

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# What the Data Shows

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    <v-click>
        <div class="bg-gray-800 p-6 rounded-lg border-t-4 border-blue-400">
            <div class="text-5xl font-bold text-blue-400 mb-2">&gt;92%</div>
            <div class="text-gray-300 text-sm">followed <span class="text-white font-bold">accurate</span> AI advice</div>
        </div>
    </v-click>
    <v-click>
        <div class="bg-gray-800 p-6 rounded-lg border-t-4 border-red-400">
            <div class="text-5xl font-bold text-red-400 mb-2">~80%</div>
            <div class="text-gray-300 text-sm">followed <span class="text-white font-bold">faulty</span> AI advice</div>
        </div>
    </v-click>
    <v-click>
        <div class="bg-gray-800 p-6 rounded-lg border-t-4 border-yellow-400">
            <div class="text-5xl font-bold text-yellow-400 mb-2">↓</div>
            <div class="text-gray-300 text-sm">accuracy fell <span class="text-white font-bold">below baseline</span> when AI was wrong</div>
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    </v-click>
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<v-click>
    <div class="mt-10 text-center text-gray-400 italic">
        We surrender our accuracy to the machine's accuracy.
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# The Confidence Trap

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        <div class="bg-gray-800 p-6 rounded-lg text-center border border-gray-700">
            <div class="text-gray-400 text-sm mb-2 uppercase tracking-wide">Actual Accuracy</div>
            <div class="text-4xl font-bold text-red-400">Plummets</div>
            <div class="text-gray-500 text-sm mt-2">when AI is wrong</div>
        </div>
        <div class="bg-gray-800 p-6 rounded-lg text-center border border-gray-700">
            <div class="text-gray-400 text-sm mb-2 uppercase tracking-wide">Felt Confidence</div>
            <div class="text-4xl font-bold text-green-400">Stays High</div>
            <div class="text-gray-500 text-sm mt-2">even when AI is wrong</div>
        </div>
    </div>
    <v-click>
        <div class="text-center text-yellow-400 font-bold text-xl max-w-xl">
            Even with evidence the AI is steering you wrong,<br/>you keep trusting it.
        </div>
    </v-click>
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# What Makes Us Surrender

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            <div class="bg-red-500 text-white rounded-full w-8 h-8 flex items-center justify-center font-bold shrink-0">1</div>
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                <h3 class="text-xl font-bold text-red-400">Time Pressure</h3>
                <p class="text-gray-400">A 30-second limit suppressed System 2 deliberation. Under pressure, the low-friction path wins.</p>
            </div>
        </div>
    </v-click>
    <v-click>
        <div class="flex items-start gap-4">
            <div class="bg-orange-500 text-white rounded-full w-8 h-8 flex items-center justify-center font-bold shrink-0">2</div>
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                <h3 class="text-xl font-bold text-orange-400">High Trust in AI</h3>
                <p class="text-gray-400">Individuals who scored high in "Trust in AI" were significantly more likely to follow outputs blindly.</p>
            </div>
        </div>
    </v-click>
    <v-click>
        <div class="flex items-start gap-4">
            <div class="bg-yellow-500 text-white rounded-full w-8 h-8 flex items-center justify-center font-bold shrink-0">3</div>
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                <h3 class="text-xl font-bold text-yellow-400">Even Incentives Aren't Enough</h3>
                <p class="text-gray-400">Financial rewards and real-time feedback helped, but cognitive surrender persisted. It takes focused, intentional effort.</p>
            </div>
        </div>
    </v-click>
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# The Move

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        <div class="flex items-start gap-4">
            <div class="bg-blue-500 text-white rounded-full w-8 h-8 flex items-center justify-center font-bold shrink-0">1</div>
            <div>
                <h3 class="text-xl font-bold text-blue-400">Use System 3 as a Tool</h3>
                <p class="text-gray-400">Explore options, scaffold workflows, and accelerate mechanical tasks — not as the final authority.</p>
            </div>
        </div>
    </v-click>
    <v-click>
        <div class="flex items-start gap-4">
            <div class="bg-purple-500 text-white rounded-full w-8 h-8 flex items-center justify-center font-bold shrink-0">2</div>
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                <h3 class="text-xl font-bold text-purple-400">Keep System 2 Running</h3>
                <p class="text-gray-400">Don't let your analytical engine idle. Friction builds expertise. Struggle is the feedback loop.</p>
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        </div>
    </v-click>
    <v-click>
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            <div class="bg-green-500 text-white rounded-full w-8 h-8 flex items-center justify-center font-bold shrink-0">3</div>
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                <h3 class="text-xl font-bold text-green-400">Verify, Critique, Own the Result</h3>
                <p class="text-gray-400">Be the shepherd of AI outputs. Never surrender the final judgment to the machine.</p>
            </div>
        </div>
    </v-click>
</div>