diff --git a/src/internal_rules.jl b/src/internal_rules.jl
index 96f774f69e..238f7f7b03 100644
--- a/src/internal_rules.jl
+++ b/src/internal_rules.jl
@@ -964,3 +964,65 @@ function EnzymeRules.reverse(
     )
     return ()
 end
+
+function EnzymeRules.forward(config::EnzymeRules.FwdConfig, 
+        Ty::Const{typeof(Random.rand!)},
+        RT::Type,
+        rng::Annotation{rngty},
+        dst::Annotation{<:Array{FT}},
+        smpl::Annotation{<:Random.SamplerTrivial{Random.CloseOpen01{FT}}},
+    ) where {rngty <: Union{TaskLocalRNG, Xoshiro}, FT <: Union{Float32, Float64}}
+    Ty.val(rng.val, dst.val, smpl.val)
+    if RT <: Duplicated
+        fill!(dst.dval, 0)
+        Duplicated(dst.val, dst.dval)
+    elseif RT <: Const
+        dst.val
+    elseif RT <: DuplicatedNoNeed
+        fill!(dst.dval, 0)
+        dst.dval
+    else
+        ntuple(Val(EnzymeRules.width(config))) do i
+            Base.@_inline_meta
+            fill!(dst.dval[i], 0)
+            nothing
+        end
+        if RT <: BatchDuplicated
+            BatchDuplicated(dst.val, dst.dval)
+        else
+            dst.dval
+        end
+    end
+end
+
+function EnzymeRules.augmented_primal(config::EnzymeRules.RevConfig, 
+        Ty::Const{typeof(Random.rand!)},
+        RT::Type,
+        rng::Annotation{rngty},
+        dst::Annotation{<:Array{FT}},
+        smpl::Annotation{<:Random.SamplerTrivial{Random.CloseOpen01{FT}}},
+    ) where {rngty <: Union{TaskLocalRNG, Xoshiro}, FT <: Union{Float32, Float64}}
+    Ty.val(rng.val, dst.val, smpl.val)
+    if RT <: Duplicated || RT <: DuplicatedNoNeed
+        fill!(dst.dval, 0)
+        dst.dval
+    elseif RT <: BatchDuplicated || RT <: BatchDuplicatedNoNeed
+        ntuple(Val(EnzymeRules.width(config))) do i
+            Base.@_inline_meta
+            fill!(dst.dval[i], 0)
+            nothing
+        end
+    end
+    return EnzymeRules.AugmentedReturn(EnzymeRules.needs_primal(config) ? dst.val : nothing, EnzymeRules.needs_shadow(config) ? dst.dval : nothing, nothing)
+end
+
+function EnzymeRules.reverse(config::EnzymeRules.RevConfig, 
+        Ty::Const{typeof(Random.rand!)},
+        RT::Type,
+        tape,
+        rng::Annotation{rngty},
+        dst::Annotation{<:Array{FT}},
+        smpl::Annotation{<:Random.SamplerTrivial{Random.CloseOpen01{FT}}},
+    ) where {rngty <: Union{TaskLocalRNG, Xoshiro}, FT <: Union{Float32, Float64}}
+    return (nothing, nothing, nothing)
+end