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    <title>Signal Kiln Notes</title>
    <link>https://signalkiln.com/</link>
    <description>A personal research notebook for deep dives, unusual connections, and niche ideas worth following.</description>
    <language>en</language>
    <lastBuildDate>Mon, 14 Sep 2026 20:30:00 GMT</lastBuildDate>
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      <title>Anthropic Is Betting on Skills. They’re Wrong—and Here’s Why.</title>
      <link>https://signalkiln.com/research/anthropic-betting-on-skills/</link>
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      <pubDate>Mon, 14 Sep 2026 20:30:00 GMT</pubDate>
      <description>By Aaron Bosloper. Why a growing Skill library inevitably requires routing, pruning, security, versioning, and governance—and why specialist models belong inside agent systems.</description>
      <category>AI</category>
      <category>Agent architecture</category>
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    <item>
      <title>AI Memory Degradation Is Real</title>
      <link>https://signalkiln.com/research/can-ai-develop-alzheimers/</link>
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      <pubDate>Sun, 13 Sep 2026 15:00:00 GMT</pubDate>
      <description>By Aaron Bosloper. An evidence-based article on measured forgetting, degraded recall, contaminated memories, and recursive model collapse, with results from original studies and clear limits on the Alzheimer’s analogy.</description>
      <category>AI</category>
      <category>Memory and identity</category>
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    <item>
      <title>Why I research in public</title>
      <link>https://signalkiln.com/#protocol</link>
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      <pubDate>Sun, 13 Sep 2026 15:00:00 GMT</pubDate>
      <description>A note on sources, unfinished questions, unusual connections, and letting conclusions change in public.</description>
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