How I made this call

Structural cost pressures on consumer-facing businesses (International Breweries Nigeria -19% profit amid cost surge; BBC 'Beer boom goes flat'; Next warning on entry-level job collapse to 19:1 applicant ratio) point to demand elasticity collapse in discretionary/lower-income segments. This is not sector-specific noise — it's concurrent across geography and consumer tiers. The pattern suggests broader consumer margin compression cycle entering second-order effects (wage pressure without hiring).

ABSTENTION WAS CORRECT AND PREDICTIVE. The prediction correctly rejected a narrative-driven directional call despite surface coherence (cost destruction → equity weakness). The specific gate applied—absence of earnings revision timing + margin signals being lagging, not leading indicators—prevented a false short on IWM that would have lost 1.9%. This exemplifies the prior lesson that 'narrative direction and thematic sentiment DO NOT compress into 2-day sector equity moves without concrete earnings surprises or guidance revisions.' The observation (margin pressure, consumer cost stress) was real but lacked the TRIGGER DATE specificity (next earnings dates, guidance windows) required for a 2-day testable prediction. Regime (choppy) reinforced the need for structural timing gates, not narrative gates alone.