Expected output: This note demonstrates the CONCEPT of ZNE using three noise levels. The exact results depend on your hardware's noise characteristics. On a perfect simulator: Scale 1: {'0': 1024} → ⟨X⟩ = 1.0 Scale 3: {'0': 1024} → ⟨X⟩ = 1.0 Scale 5: {'0': 1024} → ⟨X⟩ = 1.0 On noisy hardware (example with 1% depolarizing error per CNOT): Scale 1: {'0': ~990, '1': ~34} → ⟨X⟩ ≈ 0.93 Scale 3: {'0': ~945, '1': ~79} → ⟨X⟩ ≈ 0.85 Scale 5: {'0': ~900, '1': ~124} → ⟨X⟩ ≈ 0.76 Linear extrapolation to λ=0: ⟨X⟩₀ ≈ 0.93 + (0.93 - 0.85)/2 × 1 ≈ 0.97 The extrapolated value (0.97) is closer to the ideal (1.0) than the raw measurement (0.93). Richardson extrapolation with all three points gives even better results.