AI in Investing & Markets
Educational research workflows, source checks, and failure modes without stock picks.
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Can AI Summarize an Annual Report Accurately?
A claim-by-claim audit of a public Form 10-K summary shows why citations need section-level verification.
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Why AI Stock Picks Can Sound Convincing and Still Be Wrong
Fifteen fixed market claims reveal stale facts, missing time stamps, and fabricated certainty without making a recommendation.
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A Safer AI-Assisted Investment Research Checklist
A 24-control research process keeps AI in evidence collection and out of personal buy/sell decisions.