<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Sparse-Attention on Scholion</title><link>https://scholion.thluiz.com/tags/sparse-attention/</link><description>Recent content in Sparse-Attention on Scholion</description><generator>Hugo -- gohugo.io</generator><language>pt-BR</language><copyright>© 2026</copyright><lastBuildDate>Fri, 25 Sep 2026 11:42:27 +0100</lastBuildDate><atom:link href="https://scholion.thluiz.com/tags/sparse-attention/index.xml" rel="self" type="application/rss+xml"/><item><title>MiniMax M3 and the Cost of Long-Context Agents</title><link>https://scholion.thluiz.com/notes/minimax-m3-cost-of-long-context-agents/</link><pubDate>Wed, 23 Sep 2026 13:07:06 +0100</pubDate><guid>https://scholion.thluiz.com/notes/minimax-m3-cost-of-long-context-agents/</guid><description>MiniMax M3&amp;rsquo;s sparse attention keeps per-step cost flat as context grows, making multi-hour autonomous agents affordable in production.</description></item></channel></rss>