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Our engine cross-references every media narrative against each company's SEC filings daily. These are the tickers where what's being reported diverges most from what the company actually disclosed — a pattern that historically precedes mean reversion.
For each active story our engine estimates the most likely outcome over the next 30 days, based on how similar stories have resolved historically.
When today's story conditions closely match a past situation in our archive, we surface the analog and what happened next.
Our engine monitors whether coverage is spreading organically or being amplified. When amplification is detected, sector-level signals carry less weight.