<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Dispute-Resolution on Start AI Tools - Presented by Intent Solutions</title><link>https://startaitools.com/tags/dispute-resolution/</link><description>Recent content in Dispute-Resolution on Start AI Tools - Presented by Intent Solutions</description><generator>Hugo</generator><language>en-US</language><copyright>Intent Solutions. All rights reserved.</copyright><lastBuildDate>Thu, 09 Apr 2026 22:58:47 -0500</lastBuildDate><atom:link href="https://startaitools.com/tags/dispute-resolution/index.xml" rel="self" type="application/rss+xml"/><item><title>IRSB Protocol MVP, Vertex AI Embeddings, and GWI Violation Pipeline</title><link>https://startaitools.com/posts/irsb-protocol-mvp-vertex-embeddings-gwi-violations/</link><pubDate>Wed, 14 Jan 2026 10:00:00 -0600</pubDate><guid>https://startaitools.com/posts/irsb-protocol-mvp-vertex-embeddings-gwi-violations/</guid><description>&lt;p&gt;Thirteen commits across three repos. The day split between three distinct workstreams: getting IRSB from bootstrap to an actual MVP, standing up the git-with-intent violation pipeline, and migrating Executive Intent&amp;rsquo;s embedding layer to Vertex AI.&lt;/p&gt;
&lt;h2 id="irsb-zero-to-mvp"&gt;IRSB: Zero to MVP&lt;/h2&gt;
&lt;p&gt;The IRSB monorepo got its first real functionality today. Previous work had set up the repo structure and contract scaffolding, but nothing ran end-to-end. Today changed that.&lt;/p&gt;
&lt;h3 id="disputemodule-timeout-resolution"&gt;DisputeModule Timeout Resolution&lt;/h3&gt;
&lt;p&gt;The DisputeModule handles what happens when an AI agent exceeds a spending bond. The original design required manual intervention &amp;ndash; a human reviews the dispute and releases or slashes the bond. That works for high-value disputes but creates an unbounded queue for small ones.&lt;/p&gt;</description></item></channel></rss>