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                             <h3>Secure, Resilient &amp; Real-Time Communications Working Group</h3>
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 						<p>During our analysis of the AFWERX project we discussed introducing blockchain as an authentication mechanism to achieve Secure, Resilient and Real-Time Communications however discovered the domain was not mature enough to include that in the proposal. We have started a working group to develop the architecture for such a product. </p>
-						<p>If you have interest in being a contributor to our research and devleopment please contact <a href="mailto:comms@multiplex.studio">comms@multiplex.studio</a>.</p>
+						<p>If you have interest in being a contributor to our research and development  please contact <a href="mailto:comms@multiplex.studio">comms@multiplex.studio</a>.</p>
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@@ -69,8 +69,8 @@
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                             <h3>Dynamic Operational Risk Assessment</h3>
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-						<p>This requriement began as SBIR AF192-057 "Dynamic, Risk-Based, Situational Awareness and Response" and while we attracted intense interest from several Subject Matter Experts we ultimately concluded that the SBIR mechanism did not prodvide enough funding for all our contributors and partners. We are now developing the use cases and architecture independently with the intention of identifying government and civilan customers to fund the development effort. </p>
-						<p>If you have interest in being a contributor to our research and devleopment please contact <a href="mailto:risk@multiplex.studio">risk@multiplex.studio</a>.</p>
+						<p>This requirement began as SBIR AF192-057 "Dynamic, Risk-Based, Situational Awareness and Response" and while we attracted intense interest from several Subject Matter Experts we ultimately concluded that the SBIR mechanism did not provide enough funding for all our contributors and partners. We are now developing the use cases and architecture independently with the intention of identifying government and civilian customers to fund the development effort. </p>
+						<p>If you have interest in being a contributor to our research and development  please contact <a href="mailto:risk@multiplex.studio">risk@multiplex.studio</a>.</p>
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