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Beyond Gradients

3 ideas · 2 actionable · 1 reflective question. Practical insights on AI, learning, and deep work.

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2025 Reflections: A Year of Breaking, Building, and Becoming

12/1/2025
Issue

How to Read Machine Learning Papers Fast but Still Learn - The Top 7 Strategies from ICLR Reviewer

10/8/2025
Issue

The 8 Essential Traits That Define Great Researchers

9/26/2025
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New Personal Website Template is Now Live

9/9/2025
Issue

Not All Things Are Valued Equally

8/17/2025
Issue

Journey Before Destination: What I Didn’t Expect When Building an AI Venture

5/24/2025
Issue

About Ascent Lab - A Platform of Growth and Reflection

8/22/2024
Mark Chen

Applied AI researcher and builder helping teams translate frontier capabilities into trustworthy products.

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