A practical checklist for source-aware AI stock research

AI can make equity research faster, but only if the evidence trail survives the summary. The useful version is not "tell me whether this ticker is good." That turns the model into a confident narrator with no receipts. The useful version is closer to: show me what the filings say, what changed from the last period, what management claims, what crowd discussion is reacting to, and what is still unknown. This is research education only, not financial advice.