diff --git a/Project.toml b/Project.toml
index 88980610..7b19264f 100644
--- a/Project.toml
+++ b/Project.toml
@@ -1,7 +1,7 @@
 name = "LuxLib"
 uuid = "82251201-b29d-42c6-8e01-566dec8acb11"
 authors = ["Avik Pal <avikpal@mit.edu> and contributors"]
-version = "0.3.48"
+version = "0.3.49"
 
 [deps]
 ArrayInterface = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
diff --git a/src/traits.jl b/src/traits.jl
index 86130a6a..301dfd7c 100644
--- a/src/traits.jl
+++ b/src/traits.jl
@@ -6,6 +6,7 @@ using ForwardDiff: ForwardDiff
 using NNlib: NNlib
 using Static: True, False, static
 using StaticArraysCore: StaticArray
+using UnrolledUtilities: unrolled_map
 
 using ..LuxLib: Numeric
 using ..Utils
@@ -26,6 +27,12 @@ for op in (:has_dual, :has_float16, :is_tracked)
     @eval $op(x::Numeric) = $op(eltype(x))
 end
 
+unwrap_array(x) = x
+function unwrap_array(x::AbstractArray)
+    parent(x) === x && return x
+    return unwrap_array(parent(x))
+end
+
 has_dual(_) = False()
 has_dual(::Type{<:ForwardDiff.Dual}) = True()
 
@@ -42,9 +49,10 @@ static_isa(x, ::Type{T}) where {T} = static(isa(x, T))
 function use_generic_broadcasting(xs::Tuple)
     # Float16 is a bit iffy and reordering operations are not optimal for numerical
     # stability so we use the generic implementation for now.
-    return Utils.unrolled_any(has_autodiff_value, xs) |
-           Utils.unrolled_any(has_float16, xs) |
-           Utils.unrolled_any(static_isa(StaticArray), xs)
+    xs_unwrapped = unrolled_map(unwrap_array, xs)
+    return Utils.unrolled_any(has_autodiff_value, xs_unwrapped) |
+           Utils.unrolled_any(has_float16, xs_unwrapped) |
+           Utils.unrolled_any(static_isa(StaticArray), xs_unwrapped)
 end
 
 activation_intermediate_not_needed(::typeof(identity), ::Type) = True()
diff --git a/test/others/misc_tests.jl b/test/others/misc_tests.jl
new file mode 100644
index 00000000..7b00aa64
--- /dev/null
+++ b/test/others/misc_tests.jl
@@ -0,0 +1,18 @@
+@testitem "internal_operation_mode: Wrapped Arrays" tags=[:others] setup=[SharedTestSetup] begin
+    @testset "$mode" for (mode, aType, ongpu) in MODES
+        x = rand(Float32, 4, 3) |> aType
+        retval = ongpu ? LuxLib.GPUBroadcastOp : LuxLib.LoopedArrayOp
+        @test LuxLib.internal_operation_mode(x) isa retval
+    end
+
+    using StaticArrays, JLArrays
+
+    x = rand(Float32, 4, 3) |> JLArray
+    @test LuxLib.internal_operation_mode(x) isa LuxLib.GenericBroadcastOp
+
+    x = @SArray rand(Float32, 4, 3)
+    @test LuxLib.internal_operation_mode(x) isa LuxLib.GenericBroadcastOp
+
+    x = reshape(@SArray(rand(Float32, 4)), :, 1)
+    @test LuxLib.internal_operation_mode(x) isa LuxLib.GenericBroadcastOp
+end