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  <title>Ashish Kumar Verma | Systems of Ashish</title>
  <link>https://systemsofashish.com</link>
  <description>Ashish Kumar Verma (imdigitalashish) — youngest Google Developer Expert in India, youngest Microsoft Student Ambassador globally, Microsoft engineer, AI researcher. Panelist with PM Narendra Modi at Pariksha Pe Charcha. Research adopted by University of Waterloo. Published in Springer Nature. Japan Sakura Science alumnus. Intel AI4Youth UNESCO scholar. NITI Aayog student mentor. Rashtriya Bal Vaigyanik Rank 1. Microsoft Fastest Coder AIR 2. National Winner Web Technology and AI. Witnessed Chandrayaan 3 launch. Celebrated Rakshabandhan at Rashtrapati Bhavan.</description>
  <language>en-US</language>
  <lastBuildDate>Sat, 04 Apr 2026 18:24:54 GMT</lastBuildDate>
  <item>
  <title>The Quant Mindset Is Not About Math. It&apos;s About How You See Numbers.</title>
  <link>https://systemsofashish.com/posts/the-quant-mindset</link>
  <guid>https://systemsofashish.com/posts/the-quant-mindset</guid>
  <pubDate>Sat, 04 Apr 2026 18:00:00 GMT</pubDate>
  <description><![CDATA[Two people can look at the same dataset and walk away with opposite conclusions. The difference is not intelligence. It is how they think about uncertainty, assumptions, and the structure behind the numbers.]]></description>
  <category>Mathematics</category><category>Thinking</category>
</item>
<item>
  <title>This Algorithm Made All of AI Possible. It Was Born From a Math Feud.</title>
  <link>https://systemsofashish.com/posts/markov-chains-the-algorithm-that-made-all-of-ai-possible</link>
  <guid>https://systemsofashish.com/posts/markov-chains-the-algorithm-that-made-all-of-ai-possible</guid>
  <pubDate>Sat, 04 Apr 2026 00:00:00 GMT</pubDate>
  <description><![CDATA[A Russian mathematician picked a fight over free will, accidentally invented the most important idea in probability, and 120 years later it powers Google, nuclear physics, and every large language model you've ever used. Here's how Markov chains actually work.]]></description>
  <category>AI</category><category>Mathematics</category><category>Science</category>
</item>
<item>
  <title>The Most Important Equation in Neuroscience Has Four Coupled Differential Equations</title>
  <link>https://systemsofashish.com/posts/hodgkin-huxley-most-important-equation-in-neuroscience</link>
  <guid>https://systemsofashish.com/posts/hodgkin-huxley-most-important-equation-in-neuroscience</guid>
  <pubDate>Fri, 03 Apr 2026 00:00:00 GMT</pubDate>
  <description><![CDATA[I went down a neuroscience rabbit hole and rebuilt the Hodgkin-Huxley model from scratch. Four differential equations that describe how neurons fire, predicted molecular structures decades before anyone could see them, and won a Nobel Prize. Here's how they work, with interactive simulations.]]></description>
  <category>Neuroscience</category><category>Physics</category><category>Science</category>
</item>
<item>
  <title>The Claude Code Source Map Story Is Funny Until You Think About What It Means</title>
  <link>https://systemsofashish.com/posts/claude-code-source-map-story</link>
  <guid>https://systemsofashish.com/posts/claude-code-source-map-story</guid>
  <pubDate>Wed, 01 Apr 2026 05:00:00 GMT</pubDate>
  <description><![CDATA[The Claude Code source map story turned into a public dunk fest, but the real lesson is about build hygiene, trust boundaries, and how exposed modern AI tools can get.]]></description>
  <category>AI</category><category>Security</category>
</item>
<item>
  <title>I Predicted Firefox&apos;s Math.random(). Don&apos;t Use It for OTPs.</title>
  <link>https://systemsofashish.com/posts/i-predicted-firefox-math-random-dont-use-it-for-otps</link>
  <guid>https://systemsofashish.com/posts/i-predicted-firefox-math-random-dont-use-it-for-otps</guid>
  <pubDate>Tue, 31 Mar 2026 05:00:00 GMT</pubDate>
  <description><![CDATA[I took three Math.random() outputs from Firefox, recovered the internal PRNG state using Z3, and predicted the next values exactly. This is why OTPs must never use Math.random() — it is not random in any security sense.]]></description>
  <category>Javascript</category><category>Security</category>
</item>
<item>
  <title>I Contacted the Author of Project Hail Mary About Wrong Fuel Calculations and He Agreed</title>
  <link>https://systemsofashish.com/posts/project-hail-mary-fuel-calculations</link>
  <guid>https://systemsofashish.com/posts/project-hail-mary-fuel-calculations</guid>
  <pubDate>Sun, 29 Mar 2026 05:00:00 GMT</pubDate>
  <description><![CDATA[I recreated the relativistic fuel math from Project Hail Mary, found a stopping problem in the calculations, reached out to Andy Weir directly, and got confirmation of where the numbers went wrong. The ship doesn't stop — and here's the physics that explains why.]]></description>
  <category>Physics</category><category>Science</category>
</item>
<item>
  <title>Everything I Got Wrong About AI Coding Agents</title>
  <link>https://systemsofashish.com/posts/everything-we-got-wrong-about-ai-coding-agents</link>
  <guid>https://systemsofashish.com/posts/everything-we-got-wrong-about-ai-coding-agents</guid>
  <pubDate>Sat, 28 Mar 2026 05:00:00 GMT</pubDate>
  <description><![CDATA[A practical breakdown on what actually goes wrong with AI coding agents in production — from instruction overload and horizontal planning to why humans still need to do the real thinking. Written from experience shipping real systems at scale.]]></description>
  <category>AI</category><category>Product Development</category>
</item>
<item>
  <title>Save Yourself from &apos;Something Bigger Is Happening&apos;</title>
  <link>https://systemsofashish.com/posts/save-yourself-from-something-bigger-is-happening</link>
  <guid>https://systemsofashish.com/posts/save-yourself-from-something-bigger-is-happening</guid>
  <pubDate>Sat, 14 Feb 2026 05:00:00 GMT</pubDate>
  <description><![CDATA[A rebuttal to AI replacement hype from someone who builds production AI systems at scale — explaining why human judgment, architectural thinking, and oversight matter more than ever, and why trusting AI to replace you is the actual danger.]]></description>
  <category>AI</category><category>Product Development</category>
</item>
<item>
  <title>Create a Signature Painting Drawing App using Javascript</title>
  <link>https://systemsofashish.com/posts/post-1</link>
  <guid>https://systemsofashish.com/posts/post-1</guid>
  <pubDate>Mon, 04 Apr 2022 05:00:00 GMT</pubDate>
  <description><![CDATA[A step-by-step JavaScript and Canvas API tutorial for building a signature drawing app that lets users draw on a canvas and export the result as a PNG.]]></description>
  <category>Javascript</category><category>Canvas API</category>
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