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<!DOCTYPE html>
<html lang="en">

<head>
    <meta charset="utf-8">
    <meta name="viewport" content="width=device-width, initial-scale=1">
    <title>LLM Explainability - SMILE</title>
    <meta name="description" content="Large Language Model Explainability research at SMILE">

    <!-- Fonts -->
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</head>

<body>

    <div class="wrapper">
        <!-- Sidebar -->
        <header class="sidebar">
            <div class="profile">
                <a href="index.html">
                    <img src="https://raw.githubusercontent.com/koo-ec/xwhy/main/docs/graphics/XWhy_Logo_v1.png"
                        alt="XWhy Logo" class="profile-img">
                </a>
                <h1 class="site-title"><a href="index.html" style="color: inherit;">XWhy / SMILE</a></h1>
                <p class="site-subtitle">Explainable AI Research</p>
            </div>

            <ul class="nav-links">
                <li><a href="index.html#about">About</a></li>
                <li><a href="index.html#news">News</a></li>
                <li><a href="index.html#publications">Publications</a></li>
                <li><a href="index.html#team">Team</a></li>
                <li><a href="llm.html" class="active">LLM Explainability</a></li>
                <li><a href="geo.html">Geo-SMILE</a></li>
                <li><a href="multimodal.html">Multi-modal XAI</a></li>
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            </div>

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                &copy; 2025 XWhy Project.
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        </header>

        <!-- Main Content -->
        <main class="main-content">
            <div class="container">
                <h1 class="page-title">LLM Explainability</h1>
                <p class="lead">Research into interpreting and explaining Large Language Models.</p>

                <section>
                    <h2>Overview</h2>
                    <p>
                        As Large Language Models (LLMs) become more prevalent, understanding their decision-making
                        processes is crucial. Our research focuses on applying SMILE and other interpretability
                        techniques to LLMs to ensure safety, fairness, and reliability.
                    </p>
                    <p>
                        <em>(Content to be added)</em>
                    </p>
                </section>
            </div>
        </main>
    </div>

</body>

</html>