Merge pull request #24 from w3c/abstract-topic1

Updated abstract part

reports/index.html

@@ -280,7 +280,14 @@ <h1 id="title" class="title">Requirements for Federated Learning API</h1>
     <hr title="Separator for header">
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 		<section id="abstract" class="introductory"><h2>Abstract</h2>
-			<p>This proposal defines interfaces that enables the implementation and management of federated learning systems.</p>
+			<p>This proposal aims to define the requirements for interfaces that enable the implementation and management of federated learning systems. Federated Learning is an 
+        innovative approach to building efficient machine learning models through collaborative learning across multiple devices or servers, while prioritizing data privacy 
+        and security. This document comprehensively addresses the fundamental interfaces, protocols, and data handling standards necessary for the effective implementation 
+        and management of federated learning systems.</p>
+      <p>The proposal identifies the key elements required for the design and implementation of a standard API and defines their interactions to support developers in more 
+        easily building and operating federated learning systems. By doing so, it aims to maximize the potential of federated learning, enabling the creation of powerful systems 
+        that can effectively learn in various devices and environments while maintaining security and data privacy. This proposal serves as an essential guideline for developers, 
+        researchers, and technical experts in standardizing and understanding federated learning systems.</p>
 		</section>
 		<section id="sotd" class="introductory"><h2>Status of This Document</h2><p>
       This specification was published by the