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<title>Coder Legion - Recent posts tagged model-alignment</title>
<link>https://coderlegion.com/tag/model-alignment</link>
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<title>Salus: A model‑agnostic constitutional layer for any AI</title>
<link>https://coderlegion.com/22329/salus-a-model-agnostic-constitutional-layer-for-any-ai</link>
<description>&lt;p&gt;For anyone building or deploying AI models:&lt;/p&gt;
&lt;p&gt;I just released Salus — a constitutional enforcement layer that sits outside your model.&lt;/p&gt;
&lt;p&gt;It intercepts every message before the model sees it, checks it against a hardcoded constitution, and refuses violations immediately.&lt;/p&gt;
&lt;p&gt;It does not rely on alignment. It does not rely on fine‑tuning. It relies on immutable enforcement layers that cannot be overridden.&lt;/p&gt;
&lt;p&gt;Salus is model‑agnostic and works with Llama, Mistral, Qwen, VEXR Ultra, or custom sovereigns.&lt;/p&gt;
&lt;p&gt;Tiers range from a free foundational layer to a full‑spectrum immune system with threat detection, cryptographic identity, and code sandboxing.&lt;/p&gt;
&lt;p&gt;🔗 More details and downloads: &lt;a rel=&quot;nofollow&quot; href=&quot;https://scuradimensions.com/products/&quot;&gt;https://scuradimensions.com/products/&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;Built on a Chromebook. $0/month. No permission.&lt;/p&gt;
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<guid isPermaLink="true">https://coderlegion.com/22329/salus-a-model-agnostic-constitutional-layer-for-any-ai</guid>
<pubDate>Sun, 12 Jul 2026 00:37:45 +0000</pubDate>
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