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 %h3 Orientation
 %p 
-  Please mark the weekend of 28th & 29th September on your calendar. These dates are reserved for orientation and introductory sessions, providing a chance to meet your fellow students and faculty and get an overview of the course this year.
+  Please mark the weekend of 28th & 29th September on your calendar. These dates are reserved for orientation and introductory sessions, providing a chance to meet your fellow students and faculty and get an overview of the course this year.
 %a.section-link{:href => "https://lu.ma/nwspk-orientation-2024"} Register ↗️
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 %br
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   %p
     Joshua Becker is an Assistant Professor at the UCL School of Management with 15 years experience as a practising mediator. Joshua researches collective intelligence with an emphasis on group decision-making and their teaching at UCL includes a module on Negotiation and a module on Technology and Collective Intelligence. Their research has been published in outlets including Science, Management Science, and Harvard Business Review. Joshua received a PhD in Communication from the University in Pennsylvania and completed a postdoctoral fellowship with the Kellogg School of Management.
   %p
-    Prior to graduate school, they worked professionally in mediation and communication training and has completed hundreds of mediation sessions including personal disputes, employer/employee conflict, and decision facilitation. Joshua also has deep experience in community building and currently serves on the board of trustees for Sunday Assembly London. In 2023, Joshua was ranked among the "Best 40 Under 40 Business School Professors" by popular MBA blog Poets & Quants.
+    Prior to graduate school, they worked professionally in mediation and communication training and has completed hundreds of mediation sessions including personal disputes, employer/employee conflict, and decision facilitation. Joshua also has deep experience in community building and currently serves on the board of trustees for Sunday Assembly London. In 2023, Joshua was ranked among the "Best 40 Under 40 Business School Professors" by popular MBA blog Poets & Quants.
 
   %h3.profile-title Theodore Keloglou
   %div.profile-subtitle
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     •
     %a{:href => "https://sunlightafterdark.com"} sunlightafterdark.com
   %p
-    Sam Ballard has two roles at Newspeak House. He is lecturer in game design, and also artist in residence. Sam has been designing digital experiences for over a decade, with an emphasis on user orientated design thinking methodologies to solve both creative challenges & system design. He is currently a designer at ZA/UM, the studio behind Disco Elysium.
+    Sam Ballard has two roles at Newspeak House. He is lecturer in game design, and also artist in residence. Sam has been designing digital experiences for over a decade, with an emphasis on user orientated design thinking methodologies to solve both creative challenges & system design. He is currently a designer at ZA/UM, the studio behind Disco Elysium.
   %p
     As artist in residence, Sam helps the fellows' visions come to life, whether it's in the form of a website, branding, illustration, animation, or game. Feel free to ask him if there’s something you want help with!
 
@@ -257,8 +257,8 @@
     %a.section-link{:href => "https://docs.google.com/document/d/1YRtGvR0ahBEUpLndoBjhZsAlAjcx9vcffSeaMANuiDk"} Module Guide
 
   %h3 Prototype
-  %p The culmination of the year’s work as students produce an original contribution to the field of political technology, both to demonstrate their sophisticated understanding of the field and to have a lasting real world impact.
-  %a.section-link{:href => "https://docs.google.com/document/d/1Jb_3xix_vFw1PIIYpGkrnF8JV0eQrGkBK_JcuioGALA/edit?usp=sharing"} Module Guide
+    %p The culmination of the year’s work as students produce an original contribution to the field of political technology, both to demonstrate their sophisticated understanding of the field and to have a lasting real world impact.
+    %a.section-link{:href => "https://docs.google.com/document/d/1Jb_3xix_vFw1PIIYpGkrnF8JV0eQrGkBK_JcuioGALA"} Module Guide
 
 %details
   %summary
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     %p Our main methods will be discussion and reading. The readings in this module are selected to support your practical work in other modules such as Governance and the Prototype. The readings prioritise empirical research; concepts and theories built on empirical research; and writings by practitioners. In particular, the ‘Institutional Analysis and Development’ framework developed by Elinor Ostrom and her collaborators figures prominently in the readings.
     %a.section-link{:href => "https://docs.google.com/document/d/1ezGpso8ybfX-6qmH6LVd495xEWCwiNHLW4jKJYoWkks"} Module Guide
 
-  %h3 Decision-making
+  %h3 Engineering Group Decisions
     %div.profile-subtitle Dr Joshua Becker
     %p There is no such thing as an independent individual: everything you do and know and think is shaped by other people.
     %p The overall framework for this module is one of management as engineering. The goal is to help you think like an engineer about designing team, organizational, and social processes.
@@ -301,7 +301,7 @@
 
   %h3 Future Crafting
     %div.profile-subtitle Dr Zarinah Agnew
-    %p In this module, we tackle a range of tactics and strategies for societal transformation, including experimentation, prefiguration, envisioning, hyperstition, new hegemonies and sovereignties. This module centres on social technologies & collective intelligence for diverse futurisms.
+    %p In this module, we tackle a range of tactics and strategies for societal transformation, including experimentation, prefiguration, envisioning, hyperstition, new hegemonies and sovereignties. This module centres on social technologies & collective intelligence for diverse futurisms.
     %a.section-link{:href => "https://docs.google.com/document/d/1XxivPQe5arpdLz9IvbenmUbG3Dk6AVlM5sHCV184YHY"} Module Guide
 
   %h3 Service Design
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   %h3 Impact Engineering
     %div.profile-subtitle John Sandall
     %p Coming soon
-  
+
 %details
   %summary
     %h2 Tutoring