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@@ -70,20 +70,41 @@ short_description: A unified reference architecture for agentic AI systems
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  <h2 align="center">How to Use AISA</h2>
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- <p align="center">
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- Design agentic AI systems with <b>explicit separation of concerns</b><br/>
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- Analyze and evaluate <b>long-horizon behavior, safety, and reliability</b><br/>
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- Deploy and scale agentic systems with <b>governance and auditability built in</b>
 
 
 
 
 
 
 
 
 
 
 
 
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  </p>
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  <hr/>
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- <h2 align="center">Who is this for?</h2>
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- <p align="center">
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- Researchers studying <b>LLM-based agents</b> and long-horizon reasoning<br/>
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- Engineers building <b>tool-augmented or autonomous AI systems</b><br/>
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- Practitioners designing <b>safe, auditable, and governed AI deployments</b>
 
 
 
 
 
 
 
 
 
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  </p>
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  <h2 align="center">How to Use AISA</h2>
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+ <p align="center" style="max-width:760px; margin:auto;">
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+ Use AISA to design agentic AI systems with
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+ <b>explicit separation of concerns</b>, enabling clear boundaries between
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+ intelligence, cognition, tooling, evaluation, and governance.
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+ </p>
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+
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+ <p align="center" style="max-width:760px; margin:auto;">
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+ Apply AISA to analyze and evaluate
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+ <b>long-horizon behavior, safety, and reliability</b>
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+ across agent trajectories and system lifecycles.
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+ </p>
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+
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+ <p align="center" style="max-width:760px; margin:auto;">
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+ Adopt AISA to deploy and scale agentic systems with
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+ <b>governance, auditability, and oversight built in</b>
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+ from the outset.
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  </p>
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  <hr/>
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+ <h2 align="center">Who Is This For?</h2>
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+ <p align="center" style="max-width:760px; margin:auto;">
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+ Researchers investigating <b>LLM-based agents</b>,
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+ reasoning, and long-horizon decision-making.
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+ </p>
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+
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+ <p align="center" style="max-width:760px; margin:auto;">
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+ Engineers building <b>tool-augmented or autonomous AI systems</b>
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+ that must operate reliably in complex environments.
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+ </p>
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+
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+ <p align="center" style="max-width:760px; margin:auto;">
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+ Practitioners and organizations designing
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+ <b>safe, auditable, and governed AI deployments</b>.
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  </p>
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