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Speed up scientific animation and teaser
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README.md

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<strong><a href="./media/quantum_vanguard/quantum_vanguard_animation.mp4">▶ Watch or download the full 116-second scientific animation (MP4)</a></strong><br>
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<sub>The GIF above is a silent 15-second preview. Click it to open the complete animation.</sub>
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<strong><a href="./media/quantum_vanguard/quantum_vanguard_animation.mp4">▶ Watch or download the full 55-second scientific animation (MP4)</a></strong><br>
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<sub>The GIF above is a silent 9-second fast-motion preview. Click it to open the complete animation.</sub>
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The animation connects portfolio construction and Human–AI workforce planning through a shared binary quadratic model, then visualizes the trusted hybrid loop: classical preprocessing, selective quantum candidate exploration, and classical validation. It is a conceptual research animation; illustrative curves are not benchmark results and do not claim present-day hardware quantum advantage.
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