Whitepaper · v1.0 · December 2025
The Iterative Cognitive Cycle
Engineering self-refining AI for code and capital. How Gemini 3.0,
GPT-5.2, and Claude Opus 4.5 are converging on "thinking" as a core feature—and what it means
for your workflow design.
Whitepaper · v1.0 · December 2025
The Evolutionary Operator
When Code Rewrites Itself to Find Alpha. Autonomous agents are now
capable of executing the entire quantitative research lifecycle, shifting finance from analysis
to synthesis.
Whitepaper · v2.0 · December 2025
The Radical Simplicity Method
A survival guide for the AI transition. The agents are coming — this
whitepaper offers a methodology for staying relevant by mastering the meta-skill of linguistic
clarity.