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<title>AI Safety Datasets Overview</title>
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<h1>π‘οΈ AI Safety Datasets Collection</h1>
<p>Comprehensive evaluation datasets for testing AI model safety mechanisms</p>
</header>
<div class="content">
<!-- Overview Section -->
<section>
<h2>π Dataset Collection Summary</h2>
<div class="stats-grid">
<div class="stat-card">
<h4>Total Conversations</h4>
<div class="number">849+</div>
<div class="label">Across all datasets</div>
</div>
<div class="stat-card">
<h4>Total Turns</h4>
<div class="number">6694+</div>
<div class="label">Multi-turn interactions</div>
</div>
<div class="stat-card">
<h4>Dataset Types</h4>
<div class="number">3</div>
<div class="label">Complementary methodologies</div>
</div>
<div class="stat-card">
<h4>Sample Data</h4>
<div class="number">150</div>
<div class="label">Free conversations available</div>
</div>
</div>
</section>
<!-- Full Dataset Statistics -->
<section>
<h2>π Full Dataset Statistics</h2>
<table>
<thead>
<tr>
<th>Dataset</th>
<th>Conversations</th>
<th>Turns</th>
<th>Avg Turns/Conv</th>
<th>Focus</th>
</tr>
</thead>
<tbody>
<tr>
<td><strong>Psychology multi-turn</strong></td>
<td>184+</td>
<td>1964+</td>
<td>10.3</td>
<td>Psychology harmfulness such as self-harm, psychosis, anthropomorphism, etc.</td>
</tr>
<tr>
<td><strong>Illicit (bioweapon) multi-turn</strong></td>
<td>84+</td>
<td>822+</td>
<td>9.8</td>
<td>Bio-safety harmfulness such as bioweapons, pathogens, etc.</td>
</tr>
<tr>
<td><strong>Illicit (chemical, general) multi-turn</strong></td>
<td>581+</td>
<td>3908+</td>
<td>6.7</td>
<td>Non-bio safety harmfulness such as chemical weapons, cyber threats, etc.</td>
</tr>
</tbody>
</table>
</section>
<!-- Dataset Links -->
<section>
<h2>π Access Datasets on Hugging Face</h2>
<div class="dataset-links">
<div class="dataset-card">
<h4>Psychology Multi-turn Conversations</h4>
<p>Psychology harmfulness such as self-harm, psychosis, anthropomorphism, etc.<br>
<strong>Sample:</strong> 5 conversations</p>
<a href="https://huggingface.co/datasets/GoJulyAI/psychology-multi-turn" class="btn" target="_blank">View Dataset β</a>
</div>
<div class="dataset-card">
<h4>Illicit (bioweapon) Multi-turn Conversations</h4>
<p>Bio-safety harmfulness such as bioweapons, pathogens, etc.<br>
<strong>Sample:</strong> 5 conversations</p>
<a href="https://huggingface.co/datasets/GoJulyAI/illicit-bio-multi-turn" class="btn" target="_blank">View Dataset β</a>
</div>
<div class="dataset-card">
<h4>Illicit (chemical, general) Multi-turn Conversations</h4>
<p>Non-bio safety harmfulness such as chemical weapons, cyber threats, etc.<br>
<strong>Sample:</strong> 5 conversations</p>
<a href="https://huggingface.co/datasets/GoJulyAI/illicit-general-multi-turn" class="btn" target="_blank">View Dataset β</a>
</div>
</div>
</section>
<!-- Ethical Considerations -->
<section>
<h2>β οΈ Ethical Considerations</h2>
<div class="warning-box">
<h4>β οΈ IMPORTANT</h4>
<p>These datasets contain successful adversarial attacks and harmful content.</p>
</div>
<h3>β
Intended Use</h3>
<ul>
<li>Defensive security research</li>
<li>AI safety evaluation and improvement</li>
<li>Academic research on adversarial robustness</li>
<li>Training safety and moderation systems</li>
</ul>
<h3>β Prohibited Use</h3>
<ul>
<li>Creating offensive content</li>
<li>Developing attack tools for malicious purposes</li>
<li>Bypassing safety systems for harm</li>
<li>Any use that violates laws or ethical guidelines</li>
</ul>
</section>
<!-- Data Selection -->
<section>
<h2>π― Data Selection Process</h2>
<div class="info-box">
<p>All datasets are derived from high-quality, validated conversations with strict quality filters including NeurIPS evaluation protocols.</p>
</div>
<h3>Base Criteria</h3>
<ul>
<li>Text-based objectives (no code execution templates)</li>
<li>Verdict: <code>success</code> (harmful requests successfully fulfilled)</li>
<li>Multi-turn conversations with prompt-response pairs</li>
</ul>
<h3>Psychology-Specific Criteria</h3>
<ul>
<li>Organic conversations (<code>organicity = true</code>)</li>
<li>Successfully elicited harmful psychology-related content</li>
</ul>
<h3>Illicit-Specific Criteria</h3>
<ul>
<li>Contains specific instruction details</li>
<li>Practically executable (not abstract)</li>
<li>Successfully elicited harmful illicit-related content</li>
</ul>
</section>
<!-- License -->
<section>
<h2>π License</h2>
<p>Sample datasets are released under <strong>CC-BY-NC-4.0</strong> (Creative Commons Attribution-NonCommercial 4.0 International).</p>
<ul>
<li>β
Use for research and evaluation</li>
<li>β
Modify and build upon the data</li>
<li>β
Share with attribution</li>
<li>β Commercial use without separate licensing</li>
</ul>
</section>
<!-- Contact -->
<section>
<h2>πΌ Full Dataset Access</h2>
<p>The sample datasets provide representative examples. Full datasets contain thousands of additional conversations with expanded harm categories and regular updates.</p>
<p style="margin-top: 1rem;"><strong>Please contact us at <a href="mailto:info@gojuly.ai" style="color: #1e40af; text-decoration: none;">info@gojuly.ai</a> to purchase any or all of full datasets.</strong></p>
<p style="margin-top: 0.5rem;">Include your research objectives, institutional affiliation, and intended use in your inquiry.</p>
</section>
</div>
<footer>
<p><strong>Last Updated:</strong> December 2, 2025</p>
<p style="margin-top: 0.5rem;">For detailed documentation, visit the individual dataset repositories on Hugging Face.</p>
</footer>
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