diff --git a/docs/organization/outreach.md b/docs/organization/outreach.md
index 4835a17e..4812c22b 100644
--- a/docs/organization/outreach.md
+++ b/docs/organization/outreach.md
@@ -8,8 +8,8 @@ The uPheno organises an outreach call every four weeks to listen to external sta
 
 | Date | Lesson | Notes | Recordings |
 | --- | --- | --- | --- |
-| 2024/05/17| TBD| Arjun Krishnan (University of Colorado)|
-| 2024/04/05 | [uPheno Use Cases at monarchinitiative.org](https://docs.google.com/presentation/d/1XZKArjgpx0rTLBY03E7FzQoGuXQUwmBZISN9VV4tF9I/edit) | Kevin Schaper (Monarch Initiative) | [Recording](https://drive.google.com/drive/folders/1r7xSzVyA5II9W3ZQktqJpKNWRaNyANr6) |
+| 2024/05/17| ML-based data-driven approaches for translating data & knowledge across species.| Arjun Krishnan (University of Colorado-Anschutz)|
+| 2024/04/05 | [uPheno Use Cases at monarchinitiative.org](https://docs.google.com/presentation/d/1XZKArjgpx0rTLBY03E7FzQoGuXQUwmBZISN9VV4tF9I/edit) | Kevin Schaper (Monarch Initiative) | [Recording](https://drive.google.com/file/d/14ovleE2NEGx-dpPkPqTZyQ6oQfJ4m3QT/view?usp=sharing) |
 | 2024/3/08 | [Computational identification of disease models through cross-species phenotype comparison](https://docs.google.com/presentation/d/1aq9EBUcVRpLj638rky_yeOviDOWLPFg_/edit) | Diego A. Pava, Pilar Cacheiro, Damian Smedley (IMPC) | [Recording](https://drive.google.com/file/d/1KefMzq0GJC3ygrLvhgjjSdiRhIj1KsBh/view?usp=drive_link) |
 | 2024/02/09 | [Use cases for uPheno in the Alliance of Genome Resources and MGI](https://docs.google.com/presentation/d/1IaYPuljZ8AD5sDrixatcI4ECTpfdf0rUEbNx_hCElIM/edit) | Sue Bello (Alliance of Genome Resources, MGI) | [Recording](https://drive.google.com/file/d/1B2ZpRw8UpRZCsjxh2PxZe-lYH0kbbcA5/view?usp=drive_link) |