Parameter-Shift Gradients Explainer

Explain parameter-shift gradients for variational circuits with a simple example. Show the numeric finite-difference alternative and compare variance/cost. Provide a tiny test harness.

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Author: Curioforce Corp. Corp.

Model: gpt-5-thinking

Category: Quantum Tech

Tags: quantum|parameter-shift|gradients|variational

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Prompt ID:
690194f9a8cf5adad29f26e0

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