<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Layer 2 on Tech Foundations</title><link>https://valery.tech/ai-engineering/evaluation/causal-stack/layer-2/</link><description>Recent content in Layer 2 on Tech Foundations</description><generator>Hugo</generator><language>en-US</language><copyright>Copyright (c) 2014-2023</copyright><atom:link href="https://valery.tech/ai-engineering/evaluation/causal-stack/layer-2/index.xml" rel="self" type="application/rss+xml"/><item><title>Stack 21 Fault Inventory</title><link>https://valery.tech/ai-engineering/evaluation/causal-stack/layer-2/stack-21-fault-inventory/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://valery.tech/ai-engineering/evaluation/causal-stack/layer-2/stack-21-fault-inventory/</guid><description>&lt;h1 id="layer-2-fault-inventory"&gt;Layer 2 Fault Inventory&lt;/h1&gt;
&lt;p&gt;This file defines the canonical atomic fault modes for Layer 2.&lt;/p&gt;
&lt;p&gt;Layer 2 fault modes are recurring behavioral failure patterns that arise downstream of Layer 1A mechanisms, Layer 1B learned behavioral features, and Layer 1C AI-system-level causal features.&lt;/p&gt;</description></item><item><title>Stack 23 Fault Family Index</title><link>https://valery.tech/ai-engineering/evaluation/causal-stack/layer-2/stack-23-fault-family-index/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://valery.tech/ai-engineering/evaluation/causal-stack/layer-2/stack-23-fault-family-index/</guid><description>&lt;h1 id="layer-2--fault-family-index"&gt;Layer 2 &amp;ndash; Fault Family Index&lt;/h1&gt;
&lt;p&gt;Canonical atomic fault definitions live in &lt;code&gt;stack-21-fault-inventory.md&lt;/code&gt;.&lt;/p&gt;
&lt;h2 id="purpose"&gt;Purpose&lt;/h2&gt;
&lt;p&gt;This document defines broad, non-exclusive &lt;strong&gt;fault families&lt;/strong&gt; for Layer 2.&lt;/p&gt;</description></item><item><title>Stack 24 Classification Views</title><link>https://valery.tech/ai-engineering/evaluation/causal-stack/layer-2/stack-24-classification-views/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://valery.tech/ai-engineering/evaluation/causal-stack/layer-2/stack-24-classification-views/</guid><description>&lt;h1 id="layer-2--classification-views"&gt;Layer 2 &amp;ndash; Classification Views&lt;/h1&gt;
&lt;h2 id="view-4--evaluation-method-view"&gt;View 4 &amp;ndash; Evaluation-Method View&lt;/h2&gt;
&lt;h3 id="purpose"&gt;Purpose&lt;/h3&gt;
&lt;p&gt;The &lt;strong&gt;Evaluation-Method View&lt;/strong&gt; classifies Layer 2 fault modes by the kind of evaluation needed to detect, measure, reproduce, or compare them.&lt;/p&gt;</description></item><item><title>Stack 25 Evaluation Mapping</title><link>https://valery.tech/ai-engineering/evaluation/causal-stack/layer-2/stack-25-evaluation-mapping/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://valery.tech/ai-engineering/evaluation/causal-stack/layer-2/stack-25-evaluation-mapping/</guid><description>&lt;h1 id="layer-2-evaluation-mapping"&gt;Layer 2 Evaluation Mapping&lt;/h1&gt;
&lt;h2 id="purpose"&gt;Purpose&lt;/h2&gt;
&lt;p&gt;This document maps &lt;strong&gt;Layer 2 feature-derived fault modes&lt;/strong&gt; to evaluation methods.&lt;/p&gt;
&lt;p&gt;Layer 2 fault modes describe recurring behavioral failure patterns that arise downstream of Layer 1A mechanisms, Layer 1B learned or behavioral LLM features, and Layer 1C AI-system-level causal features. This document answers a different question:&lt;/p&gt;</description></item><item><title>Stack 26 Evaluation Method Reference</title><link>https://valery.tech/ai-engineering/evaluation/causal-stack/layer-2/stack-26-evaluation-method-reference/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://valery.tech/ai-engineering/evaluation/causal-stack/layer-2/stack-26-evaluation-method-reference/</guid><description>&lt;h1 id="evaluation-method-reference"&gt;Evaluation Method Reference&lt;/h1&gt;
&lt;h2 id="purpose"&gt;Purpose&lt;/h2&gt;
&lt;p&gt;The Evaluation-Method View classifies Layer 2 fault modes by the evaluation methods needed to detect, measure, compare, or gate them.&lt;/p&gt;</description></item><item><title>Stack 27 Worked Examples</title><link>https://valery.tech/ai-engineering/evaluation/causal-stack/layer-2/stack-27-worked-examples/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://valery.tech/ai-engineering/evaluation/causal-stack/layer-2/stack-27-worked-examples/</guid><description>&lt;h1 id="layer-2--worked-examples"&gt;Layer 2 &amp;ndash; Worked Examples&lt;/h1&gt;
&lt;p&gt;This document shows how to apply the Layer 2 fault inventory to concrete AI-system failures.&lt;/p&gt;</description></item></channel></rss>