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antifold
Thesis
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Writing
Essays.
Longer explorations of the ideas behind our work. No implementation details — just the thinking.
Computation and Waste
How current systems discard information, and why efficiency must be structural.
Why Stability Matters
Long-horizon behavior, drift, and what physical systems teach about equilibrium.
Learning as Evolution
Reframing learning as state evolution, not repeated correction.
The Cost of Irreversibility
What is lost when transformations cannot be undone, and what becomes possible when they can.
Software Meets the Physical World
Computation and physical processes are converging. The question is how.