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47    <div class="eyebrow"><span class="idx">//</span> writing_archive</div>
48    <h1 data-scramble>Blog</h1>
49    <p class="lead">Thoughts on math education, teaching, and what AI changes about both.</p>
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55      <button class="filter-btn" data-filter="education">Education</button>
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62    <a class="post-row featured reveal" href="/blog/2026/what-your-projects-are-showing/" data-tags="career ai research projects">
63      <span class="date">2026.09.27 · new</span>
64      <h3>What Your Projects Are Showing (Now That AI Can Build Any of Them)</h3>
65      <p>Recruiting season, empty resumes, and what a project is supposed to show now that AI can handle the technical part. Plus how I got into a research lab by extending one of its projects over winter break.</p>
66      <div class="post-meta"><span class="chip">career</span><span class="chip">ai</span><span class="chip">research</span><span class="mins">8 min read</span></div>
67    </a>
68    <a class="post-row reveal" href="/blog/2026/three-levels-of-understanding/" data-tags="education ai mathematics intuition teaching">
69      <span class="date">2026.09.20</span>
70      <h3>Three Levels of Understanding (And the Only One AI Hasn't Taken Yet)</h3>
71      <p>3Blue1Brown's video on the IMO problem no model could solve, a framework for what understanding actually means, and why intuition is the only level educators still need to fight for.</p>
72      <div class="post-meta"><span class="chip">education</span><span class="chip">ai</span><span class="chip">intuition</span><span class="mins">10 min read</span></div>
73    </a>
74    <a class="post-row reveal" href="/blog/2026/icml-2026-favorite-papers/" data-tags="icml research llm-agents ai conferences">
75      <span class="date">2026.07.21</span>
76      <h3>Poster Hall Finds: 11 Papers That Stopped Me at ICML 2026</h3>
77      <p>Notes from wandering the ICML 2026 poster halls in Seoul: papers on LLM agents, education, and finance that anyone can actually read, plus why each one caught my attention.</p>
78      <div class="post-meta"><span class="chip">research</span><span class="chip">llm-agents</span><span class="chip">icml</span><span class="mins">5 min read</span></div>
79    </a>
80    <a class="post-row reveal" href="/blog/2025/rethinking-education-ai-enhanced-classroom/" data-tags="education ai teaching learning">
81      <span class="date">2025.09.28 · featured</span>
82      <h3>Rethinking Education: My Vision for an AI-Enhanced Classroom</h3>
83      <p>Imagining a future classroom where AI tools enhance learning through collaborative homework, conversational exams, and authentic project-based assessment.</p>
84      <div class="post-meta"><span class="chip">education</span><span class="chip">ai</span><span class="chip">teaching</span><span class="mins">6 min read</span></div>
85    </a>
86    <a class="post-row reveal" href="/blog/2025/learning-research-papers-with-ai/" data-tags="ai learning research education machine-learning">
87      <span class="date">2025.09.08</span>
88      <h3>How I Actually Learn Complex Research Papers with AI (And Why You Should Too)</h3>
89      <p>A practical walkthrough of using AI to understand dense academic papers, from adversarial training to developing genuine mathematical intuition.</p>
90      <div class="post-meta"><span class="chip">ai</span><span class="chip">research</span><span class="chip">learning</span><span class="mins">7 min read</span></div>
91    </a>
92    <a class="post-row reveal" href="/blog/2025/why-ai-cant-do-math-homework/" data-tags="ai mathematics education intelligence teaching">
93      <span class="date">2025.09.01 · featured</span>
94      <h3>Why AI Can't Actually Do Your Math Homework (And What That Tells Us About Intelligence)</h3>
95      <p>Exploring how AI's current failures in mathematics reveal the nature of intelligence, and why this window of distinguishability is rapidly closing.</p>
96      <div class="post-meta"><span class="chip">ai</span><span class="chip">mathematics</span><span class="chip">intelligence</span><span class="mins">7 min read</span></div>
97    </a>
98    <a class="post-row reveal" href="/blog/2025/two-way-street-tas-and-students/" data-tags="teaching education ta students learning">
99      <span class="date">2025.08.26</span>
100      <h3>The Two-Way Street: What Great TAs and Smart Students Both Know</h3>
101      <p>Lessons from six semesters of teaching on the transformational relationship between TAs and students when both parties engage thoughtfully.</p>
102      <div class="post-meta"><span class="chip">teaching</span><span class="chip">education</span><span class="chip">students</span><span class="mins">7 min read</span></div>
103    </a>
104    <a class="post-row reveal" href="/blog/2025/after-5000-homework-assignments/" data-tags="mathematics education teaching learning strategy">
105      <span class="date">2025.08.17</span>
106      <h3>After 5,000 Homework Assignments, I Know Why Math Fails Students (And How We Can All Do Better)</h3>
107      <p>Insights from grading thousands of assignments on why students struggle with math, and practical strategies for both learners and educators.</p>
108      <div class="post-meta"><span class="chip">mathematics</span><span class="chip">education</span><span class="chip">teaching</span><span class="mins">8 min read</span></div>
109    </a>
110    <a class="post-row reveal" href="/blog/2025/calculus-shouldnt-be-end-goal/" data-tags="mathematics education curriculum calculus">
111      <span class="date">2025.08.10</span>
112      <h3>Why Calculus Shouldn't Be the End Goal of High School Math</h3>
113      <p>Arguing for diversified math pathways beyond calculus to show students the breadth of mathematical thinking.</p>
114      <div class="post-meta"><span class="chip">mathematics</span><span class="chip">education</span><span class="chip">curriculum</span><span class="mins">6 min read</span></div>
115    </a>
116    <a class="post-row reveal" href="/blog/2025/competitive-math-matters-ai-age/" data-tags="mathematics competitive-math ai problem-solving">
117      <span class="date">2025.08.02</span>
118      <h3>Why Competitive Math Matters More Than Ever in the Age of AI</h3>
119      <p>How mathematical maturity and creative problem-solving from competition math become essential as AI handles routine calculations.</p>
120      <div class="post-meta"><span class="chip">mathematics</span><span class="chip">competitive-math</span><span class="chip">ai</span><span class="mins">7 min read</span></div>
121    </a>
122    <a class="post-row reveal" href="/blog/2025/future-of-math-education/" data-tags="mathematics education content-creation intuition">
123      <span class="date">2025.07.27</span>
124      <h3>Exploring the Future of Math Education: Intuition, Algorithms, and Engaging Content</h3>
125      <p>My first blog post exploring how to make mathematics more intuitive through better storytelling, visualization, and real-world problems.</p>
126      <div class="post-meta"><span class="chip">mathematics</span><span class="chip">education</span><span class="chip">intuition</span><span class="mins">6 min read</span></div>
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