gilles/claude-code-best-practice
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Shayan Rais
2026-04-20 00:50:49 +05:00
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presentation/learning-journey/index.html
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<!-- AI slop -->
<span style="position: absolute; top: 68%; left: 24%; transform: rotate(4deg); background: #2e7d32; color: #fff; padding: 7px 14px; border-radius: 20px; font-size: 0.9rem; font-weight: 600; white-space: nowrap; box-shadow: 0 2px 6px rgba(0,0,0,0.18);">AI slop</span>
<!-- inference -->
<span style="position: absolute; top: 83%; left: 64%; transform: rotate(-3deg); background: #2e7d32; color: #fff; padding: 8px 16px; border-radius: 20px; font-size: 0.95rem; font-weight: 600; white-space: nowrap; box-shadow: 0 2px 6px rgba(0,0,0,0.18);">inference</span>
<!-- ===== SUPPORTING TIER: Amber chips ===== -->
<!-- hallucination -->
<span style="position: absolute; top: 5%; left: 78%; transform: rotate(-5deg); background: #e65100; color: #fff; padding: 8px 16px; border-radius: 20px; font-size: 0.95rem; font-weight: 600; white-space: nowrap; box-shadow: 0 2px 6px rgba(0,0,0,0.18);">hallucination</span>
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<p style="font-size: 0.82rem; margin: 0; color: #444; line-height: 1.4;"><span style="color: #2e7d32; font-weight: 700;">context rot</span> &mdash; quality decay as the conversation drags on and earlier details blur</p>
<p style="font-size: 0.82rem; margin: 0; color: #444; line-height: 1.4;"><span style="color: #2e7d32; font-weight: 700;">prompt engineering</span> &mdash; the craft of phrasing requests so the AI understands exactly what you mean</p>
<p style="font-size: 0.82rem; margin: 0; color: #444; line-height: 1.4;"><span style="color: #2e7d32; font-weight: 700;">AI slop</span> &mdash; low-effort, generic AI output that looks polished but says nothing</p>
<p style="font-size: 0.82rem; margin: 0; color: #444; line-height: 1.4;"><span style="color: #2e7d32; font-weight: 700;">inference</span> &mdash; the moment the model actually runs to produce an answer. <em>Training</em> is when the model learned (once, long ago). <em>Inference</em> is the model answering you, right now</p>
<p style="font-size: 0.82rem; margin: 0; color: #444; line-height: 1.4;"><span style="color: #e65100; font-weight: 700;">hallucination</span> &mdash; when AI confidently makes up facts that sound true but aren&rsquo;t</p>
<p style="font-size: 0.82rem; margin: 0; color: #444; line-height: 1.4;"><span style="color: #e65100; font-weight: 700;">context bloat</span> &mdash; overstuffing the AI&rsquo;s memory so it slows down and loses focus</p>
<p style="font-size: 0.82rem; margin: 0; color: #444; line-height: 1.4;"><span style="color: #e65100; font-weight: 700;">one-shot prompting</span> &mdash; giving the AI one example and asking it to follow the same pattern</p>