diff --git a/src/tracker/array.jl b/src/tracker/array.jl
index 3d9836d0..b8b06471 100644
--- a/src/tracker/array.jl
+++ b/src/tracker/array.jl
@@ -43,6 +43,8 @@ end
 
 Base.print_array(io::IO, x::TrackedArray) = Base.print_array(io, data(x))
 
+Base.copy(x::TrackedArray) = copy(data(x))
+
 Base.setindex!(xs::TrackedArray, v, i...) =
   error("Can't differentiate `setindex!`")
 
diff --git a/src/tracker/scalar.jl b/src/tracker/scalar.jl
index ad7b643d..e0ae7db1 100644
--- a/src/tracker/scalar.jl
+++ b/src/tracker/scalar.jl
@@ -23,6 +23,8 @@ end
 
 Base.decompose(x::TrackedReal) = Base.decompose(data(x))
 
+Base.copy(x::TrackedArray) = copy(data(x))
+
 Base.convert(::Type{T}, x::TrackedReal{S}) where {T<:Real,S} = convert(T, data(x))
 
 Base.convert(::Type{TrackedReal{T}}, x::TrackedReal{T}) where T = x