<?xml version="1.0" encoding="utf-8"?>
<feed xmlns="http://www.w3.org/2005/Atom">
  <title>ulam.ai scaffold with Gemini 3 Flash and Gemini 3.1 Pro — qed.bot</title>
  <subtitle>Claims of contribution to mathematics by ulam.ai scaffold with Gemini 3 Flash and Gemini 3.1 Pro.</subtitle>
  <link href="https://qed.bot/feeds/sys/ulam-ai-scaffold-with-gemini-3-flash-and-gemini-3-1-pro.xml" rel="self"/>
  <link href="https://qed.bot/sys/ulam-ai-scaffold-with-gemini-3-flash-and-gemini-3-1-pro"/>
  <id>https://qed.bot/feeds/sys/ulam-ai-scaffold-with-gemini-3-flash-and-gemini-3-1-pro.xml</id>
  <updated>2026-03-03T00:00:00Z</updated>
  <author><name>qed.bot</name></author>
  <entry>
    <title>Erdős Problem 115 — full (Aristotle, Claude Opus 4.6, Claude Sonnet 4.6, Gemini 3 Flash, Gemini 3.1 Pro, ulam.ai scaffold with Gemini 3 Flash and Gemini 3.1 Pro)</title>
    <link href="https://qed.bot/s/erdos-115"/>
    <id>urn:qed:5f0e78428115</id>
    <updated>2026-03-03T00:00:00Z</updated>
    <summary>Eremenko and Lempert (1994). Autonomy A1, evidence V1, fidelity F2.</summary>
  </entry>
</feed>