<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>ConsiliumBots Blog</title><description>Notes on the research and the systems behind it — what we are learning from building information tools with governments.</description><link>https://www.consiliumbots.com/</link><item><title>She Thought She Had an 80% Chance. She Had 20%.</title><link>https://www.consiliumbots.com/blog/making-algorithmic-transparency-meaningful/</link><guid isPermaLink="true">https://www.consiliumbots.com/blog/making-algorithmic-transparency-meaningful/</guid><description>Chile publishes its school admissions algorithm in full — and families still get their own odds badly wrong. What a decade of evidence says about the limits of algorithmic transparency, and the standard that should replace it.</description><pubDate>Sun, 16 Aug 2026 00:00:00 GMT</pubDate></item></channel></rss>