diff --git a/Project.toml b/Project.toml
index ddc27a0b6..d47c765a0 100644
--- a/Project.toml
+++ b/Project.toml
@@ -24,7 +24,7 @@ ArrayInterface = "7.10"
 CEnum = "0.4, 0.5"
 Cassette = "0.3"
 Enzyme = "0.11, 0.12"
-NNlib = "0.9.17"
+NNlib = "0.9"
 Preferences = "1.4"
 Reactant_jll = "0.0.6"
 julia = "1"
diff --git a/src/overloads.jl b/src/overloads.jl
index bd7a3a8ea..ca948f43c 100644
--- a/src/overloads.jl
+++ b/src/overloads.jl
@@ -549,6 +549,12 @@ Cassette.overdub(context::TraceCtx, f::typeof(Base.materialize!), args...) = f(a
 @inline Base.copyto!(dest::TracedRArray, bc::Broadcasted{Nothing}) =
     _copyto!(dest, bc) # Keep it for ArrayConflict
 
+@inline function Base.copyto!(dest::TracedRArray{ElType, Shape, N},
+        src::TracedRArray{ElType, Shape, N}) where {ElType, Shape, N}
+    dest.mlir_data = src.mlir_data
+    return dest
+end
+
 @inline function broadcast_to_size(arg::AbstractArray, rsize)
     attr = MLIR.IR.DenseElementsAttribute(arg)
     len = ndims(arg)