Quark2Quanta Decoding finance with scientific rigor
Quark2Quanta Insights

Scientific thinking for a complex technological and financial world.

Reflections on computing, AI-assisted modeling, financial strategy, retirement planning, and the disciplined use of quantitative tools.

Quark2Quanta Insights connects personal experience, scientific reasoning, software development, and financial modeling into a continuing record of ideas behind the platform.

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From Punch Cards to AI Agents: A Physicist’s Journey Through the Computing Revolution

A personal reflection on how computing evolved from physical instruction cards to AI-assisted software development — and why that journey matters for scientific, financial, and strategic decision-making.

Published May 10, 2026 · Computing · AI · Technology Strategy

This blog is part of Quark2Quanta’s broader mission: applying scientific reasoning, quantitative modeling, and modern AI-assisted development to complex financial and technological questions.