1. Find durable demand
We group related investor questions into concepts, verify local demand in the United States, Hong Kong, and Singapore, and examine the quality and intent of existing search results.
2. Identify the educational gap
A topic moves forward when the missing resource is clear: a better explanation, stronger evidence, more useful market context, or a coherent learning sequence.
3. Build from evidence
Drafts carry explicit sources and an evidence cutoff. Market-specific statements must match the relevant jurisdiction. Historical examples are dated and separated from current factual context.
4. Block unsafe or duplicative work
Advice, tips, predictions, guarantees, urgency, broken links, missing evidence, market contradictions, and duplicate search intent block approval.
5. Review twice
Articles and their LinkedIn derivatives have independent editorial decisions. Approval of one never silently approves the other. Public bundles contain only allow-listed fields.