I work inside financial systems and build on top of them. Two sides of the same thing — the industry access, the code, the questions I can't stop asking.
No code written. No fine-tuning. Just questions — and somewhere in those months, a reasoning system started evolving on its own.
Neural networks don't think. They roll downhill. The same equation behind spin glass physics is identical to the math training GPT-4.
I went looking for a template for life. Found a return mechanism instead. Then realized I'd built the exact same structure into my AI systems — without ever consciously making the connection.
I work inside financial systems and build on what I see from the inside. Computer engineer exploring what happens when finance meets code at the edge.