diff --git a/doc/using/overlays.xml b/doc/using/overlays.xml
index 7f6ee040c7c7..f6e02b969eac 100644
--- a/doc/using/overlays.xml
+++ b/doc/using/overlays.xml
@@ -187,14 +187,28 @@ self: super:
AMD
- BLIS/LIBFLAME (optimized for modern AMD x86_64 CPUs)
+ xlink:href="https://github.com/flame/blis">BLIS
- The AMD BLIS library, with attribute amd-blis,
- provides a BLAS implementation. The complementary AMD LIBFLAME
- library, with attribute amd-libflame, provides
- a LAPACK implementation.
+ BLIS, available through the attribute
+ blis, is a framework for linear algebra kernels. In
+ addition, it implements the BLAS interface.
+
+
+
+
+ AMD
+ BLIS/LIBFLAME (optimized for modern AMD x86_64 CPUs)
+
+
+ The AMD fork of the BLIS library, with attribute
+ amd-blis, extends BLIS with optimizations for
+ modern AMD CPUs. The changes are usually submitted to
+ the upstream BLIS project after some time. However, AMD BLIS
+ typically provides some performance improvements on AMD Zen CPUs.
+ The complementary AMD LIBFLAME library, with attribute
+ amd-libflame, provides a LAPACK implementation.