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<h1>Sentinel Blog</h1>
<p>Research and insights on AI safety, alignment, and fiduciary AI</p>
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<h2><a href="fiduciary-ai.html">Fiduciary AI: Why AI Agents Need a Purpose Gate</a></h2>
<p>AI agents are managing billions in assets. But none of them have fiduciary duties to their users. This article explores how legal concepts of fiduciary responsibility can improve AI agent safety.</p>
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<span class="tag">Fiduciary AI</span>
<span class="tag">THSP Protocol</span>
<span class="tag">Agent Safety</span>
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<h2><a href="teleological-alignment.html">Teleological Alignment: Why AI Safety Needs a Purpose Gate</a></h2>
<p>Current AI safety approaches ask: "Could this cause harm?" We argue this framing is incomplete. A better question: "Does this serve genuine benefit?" Through evaluation across 4 benchmarks and 6 models, we show that adding a Purpose gate improves safety by up to +25%.</p>
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<span class="tag">Teleological Alignment</span>
<span class="tag">Purpose Gate</span>
<span class="tag">Benchmarks</span>
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<a href="https://sentinelseed.dev">Website</a> ·
<a href="https://github.com/sentinel-seed/sentinel">GitHub</a> ·
<a href="https://pypi.org/project/sentinelseed/">PyPI</a>
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<p style="margin-top: 0.5rem;">Author: Miguel S. / Sentinel Team</p>
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