Refresh AI capability, recursive improvement, agent adoption and infrastructure research; compare with prior evidence and write the weekly AI investment research report.
Design and review the wiki's weekly investing web reports, portfolio charts, forecast ranges and financial diagrams. Use for the weekly visual publication check or when improving the investing notebook's UI, readability, mobile layout or chart interactions.
Calculate household exposure and conditional portfolio projections from saved holdings and verified data, including outcome ranges, probabilities and model limitations.
Analyze saved holdings for long-term AI infrastructure ownership, tax-aware portfolio changes and conditional swing setups; refresh company state and write the weekly stock report.
Load and update household holdings from minimal account references for portfolio analysis.
Verify dated investment research inputs against original filings and independent corroboration, with explicit gaps, accounting basis and exact arithmetic.
Record investment decisions and recommendations with their original evidence, falsification conditions and follow-up reviews; distinguish proposals from user-confirmed or executed actions.
Rank unresolved investment questions by their ability to change long-term AI infrastructure decisions; maintain a focused research queue and identify real workflow gaps.