diff --git a/docs/icicle/primitives/overview.md b/docs/icicle/primitives/overview.md
index f6a8ef0..96a6b64 100644
--- a/docs/icicle/primitives/overview.md
+++ b/docs/icicle/primitives/overview.md
@@ -7,3 +7,4 @@ This section of the documentation is dedicated to the ICICLE primitives, we will
 
 
 - [MSM](./msm)
+- [Poseidon Hash](./poseidon.md)
diff --git a/docs/icicle/primitives/poseidon.md b/docs/icicle/primitives/poseidon.md
index 44dc032..5f54a45 100644
--- a/docs/icicle/primitives/poseidon.md
+++ b/docs/icicle/primitives/poseidon.md
@@ -206,8 +206,6 @@ Similar to Poseidon, you can also configure the Tree Builder `TreeBuilderConfig:
 - `are_inputs_on_device`: Have the inputs been loaded to device memory ?
 - `is_async`: Should the TreeBuilder run asynchronously? `False` will block the current CPU thread. `True` will require you call `cudaStreamSynchronize` or `cudaDeviceSynchronize` to retrieve the result.
 
-### Memory considerations
-
 ### Benchmarks 
 
 We ran the Poseidon tree builder on: