<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Incentives on Mereth Labs</title><link>https://mereth.dev/topics/incentives/</link><description>Recent content in Incentives on Mereth Labs</description><generator>Hugo</generator><language>en_GB</language><lastBuildDate>Wed, 14 Jan 2026 00:00:00 +0530</lastBuildDate><atom:link href="https://mereth.dev/topics/incentives/index.xml" rel="self" type="application/rss+xml"/><item><title>The Proxy Trap</title><link>https://mereth.dev/problems/goodharts-law/</link><pubDate>Wed, 14 Jan 2026 00:00:00 +0530</pubDate><guid>https://mereth.dev/problems/goodharts-law/</guid><description>&lt;blockquote&gt;
&lt;p&gt;When a measure becomes a target, it ceases to be a good measure.&lt;/p&gt;
&lt;/blockquote&gt;
&lt;p&gt;The test score is a proxy for learning. Once the system rewards that proxy, with
promotion, funding and status all keyed to it, every agent inside rationally
optimises the proxy instead of the thing it stands for. Students cram and forget,
teachers teach to the test, and the metric inflates while the competence under it
stays put.&lt;/p&gt;</description></item></channel></rss>