diff --git a/content/curriculum/index.md b/content/curriculum/index.md
index 6dc7d91..bb2eab6 100644
--- a/content/curriculum/index.md
+++ b/content/curriculum/index.md
@@ -10,7 +10,7 @@ has_topics:
 description: "Machine Listening Curriculum: A platform for collective listening, thought, and artistic production: a critical counterpoint to all the solutionists, VCs, militarists and industry boosters intent on 'empowering machines with the sense of hearing'."
 ---
 
-# Next Episode: Saturday, 13 March 2021 
+# Last Episode: Saturday, 13 March 2021 
 
 **Machine Listening: Improvisation and Control**
 
@@ -20,9 +20,7 @@ Staged as part of the NTU CCA Singapore’s recurring Free Jazz program, [this e
 
 Featuring New Contributors: {{< nosup black >}}[Bridget Chappell (Australia)](https://liquidarchitecture.org.au/artists/hextape){{< /nosup >}}, {{< nosup black >}}[Mattin (Basque)](https://liquidarchitecture.org.au/artists/mattin){{< /nosup >}}, {{< nosup black >}}[Luca Lum (Singapore)](https://liquidarchitecture.org.au/artists/luca-lum){{< /nosup >}}, {{< nosup black >}}[Bani Haykal (Singapore)](https://liquidarchitecture.org.au/artists/bani-haykal){{< /nosup >}}, {{< nosup black >}}[Lee Weng Choy (Malaysia)](https://liquidarchitecture.org.au/artists/lee-weng-choy){{< /nosup >}},  {{< nosup black >}}[Jessica Feldman (USA)](https://liquidarchitecture.org.au/artists/jessica-feldman){{< /nosup >}}, and {{< nosup black >}}[Lee Gamble (UK)](https://liquidarchitecture.org.au/artists/lee-gamble){{< /nosup >}}.
 
-{{< nosup black >}}[Tune in via Zoom](https://us02web.zoom.us/webinar/register/WN_AYsgDHKhRNGa517hPb3gYA){{< /nosup >}} / {{< nosup black >}}[YouTube](https://www.youtube.com/channel/UCHrDyKuuImR5KgZ-KCUGXuw){{< /nosup >}} / {{< nosup black >}}[Facebook](https://www.facebook.com/liquidarchitecture){{< /nosup >}} 
-
-6PM AEDT, 3PM SGT, 7AM GMT
+{{< nosup >}}[(documentation)](https://www.youtube.com/watch?v=3vBCzoRGnTU){{< /nosup >}}
 
 # Machine Listening, a curriculum
 
@@ -69,6 +67,8 @@ Sat, 13. March 2021
 
 As part of _Free Jazz III_, [Improvisation and Control](http://ntu.ccasingapore.org/events/liquid-architecturemachine-listening-a-curriculum/) explores machine listening’s history in computer music, and the evolving dynamics between improvisation and control.
 
+{{< nosup >}}[(documentation)](https://www.youtube.com/watch?v=3vBCzoRGnTU){{< /nosup >}}
+
 ## Acknowledgements
 
 Machine Listening is presented by Liquid Architecture, and developed in partnership with Melbourne Law School, ANU School of Art & Design,Unsound, and NTU Centre for Contemporary Art Singapore.