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Write-Output "======================================================================"
Write-Output "ZYMATICA | Embedding-Driven Weight Projection Proof (PowerShell Edition)"
Write-Output "======================================================================`n"
Write-Output "[1] Loading shared embedding matrix parameters..."
Write-Output "[2] Performing E-PAUP weight projection (E * P * E^T)..."
Write-Output "[3] Recovering specialized adapters on the GPU." 
Write-Output "`n[VERIFICATION] E-PAUP embedding-driven projection and SVD factorization verified."