<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>SOPAI Insights</title><description>Practical, durable notes on reliable AI practice: spec-driven work, avoiding hallucinations, team AI coordination, and the work we ship.</description><link>https://sopai.tech/</link><language>en</language><item><title>Your AI rollout needs more than early adopters</title><link>https://sopai.tech/insights/ai-adoption-beyond-early-adopters/</link><guid isPermaLink="true">https://sopai.tech/insights/ai-adoption-beyond-early-adopters/</guid><description>A few people getting strong results from AI is not the same as a team that does. Turning scattered wins into a shared, dependable practice is something you design, not something a tool hands you. Here is what that work looks like, and the one thing it cannot promise.</description><pubDate>Wed, 24 Jun 2026 00:00:00 GMT</pubDate></item><item><title>How to catch AI when it makes things up</title><link>https://sopai.tech/insights/verify-ai-output/</link><guid isPermaLink="true">https://sopai.tech/insights/verify-ai-output/</guid><description>AI states wrong things in a confident voice. You can&apos;t stop that, but you can run a short, repeatable loop that catches most of it before the work leaves your desk. Here is the method, and where it stops.</description><pubDate>Tue, 23 Jun 2026 00:00:00 GMT</pubDate></item></channel></rss>