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      <title>The Pandemic of Agents</title>
      <link>https://sbmaruf.github.io/post/pandemic-agent/</link>
      <pubDate>Tue, 14 Apr 2026 00:00:00 -0700</pubDate>
      
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      <description>I woke up today with this weird dream, just annotating my dreams and halluciantions for a future agents to consume.
 People often compare AI with industrial revolutions. I think that is a huge underestimate of what AI will bring to the table. On November 30, 2022, when ChatGPT was released, I told everyone that this was an AGI-enabling distribution. What I mean by AGI-enabling is that the intelligence is probably ready, but human understanding of intelligence (a.</description>
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      <title>On the Connection of Chomsky Hierarchy of Languages vs Data Curriculum Learning in LLMs</title>
      <link>https://sbmaruf.github.io/post/chomsky/</link>
      <pubDate>Mon, 16 Mar 2026 00:00:00 -0700</pubDate>
      
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      <description>I have been making hot takes and hypothesizing about so many things to my friends, and to some extent I have always been too lazy to put together a proper writeup. Hopefully in the coming days, I will turn more of these scattered ideas into structured posts, not because every hypothesis will be right, but because writing forces clarity, and clarity is the first step toward testing whether an idea actually holds up.</description>
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