A local system that turns financial and AI sources into a searchable, reusable network. One source leads to its key concepts; each concept opens into related mechanisms, context, and my own judgment.
Financial work produces an endless stream of sources, terms, and opinions. The real problem is not scarcity; it is that concepts, underlying mechanisms, and personal judgment remain disconnected. I wanted a network that compounds in value—not another folder of things I once saved.
Five steps turn a single article into a growing network of reusable context.
The system compounds: every source adds another set of connections. Sources provide input, AI assists with structure, and I remain responsible for verification and judgment.
For example, opening “Gold” reveals three layers of related knowledge.
One source → one concept → a set of mechanisms → a better judgment.
A knowledge system is valuable when it makes the next decision faster and more grounded—not when it merely stores more.