<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>brgsk</title><description>personal corner of the internet</description><link>https://brgsk.xyz/</link><item><title>memory is the residual of surprise</title><link>https://brgsk.xyz/memory-residual-of-surprise/</link><guid isPermaLink="true">https://brgsk.xyz/memory-residual-of-surprise/</guid><description>what neurobiology knows about memory that AI agents forgot. on prediction error, bi-temporal modeling, and why most memory systems are junk drawers.</description><pubDate>Sat, 14 Feb 2026 00:00:00 GMT</pubDate></item><item><title>just text on a screen</title><link>https://brgsk.xyz/hello-world/</link><guid isPermaLink="true">https://brgsk.xyz/hello-world/</guid><description>first post. testing if this thing works.</description><pubDate>Sun, 08 Feb 2026 00:00:00 GMT</pubDate></item><item><title>i only know python</title><link>https://brgsk.xyz/only-know-python/</link><guid isPermaLink="true">https://brgsk.xyz/only-know-python/</guid><description>on imposter syndrome, positioning, and the gap between language knowledge and being good at your job.</description><pubDate>Mon, 09 Feb 2026 00:00:00 GMT</pubDate></item><item><title>agent memory: an anatomy</title><link>https://brgsk.xyz/agent-memory-anatomy/</link><guid isPermaLink="true">https://brgsk.xyz/agent-memory-anatomy/</guid><description>what cognitive scientists have called memory for fifty years, what AI engineers are calling memory now, and how the two vocabularies line up.</description><pubDate>Tue, 26 May 2026 00:00:00 GMT</pubDate></item></channel></rss>