First major layoff wave explicitly attributed to AI automation

Story 3: 103,000 announced AI-attributed job cuts across 31 companies since October 2025 — multi-sector, multi-company, explicit attribution at Fortune 500 scale

HSBC 20,000 and Amazon 16,000 cuts explicitly cited as AI-driven — named companies with explicit attribution satisfy resolution criterion elements

Story 1: 62% of workers actively seeking new jobs amid AI adoption signals labor market disruption consistent with wave pattern

Prior cycles: Barclays 5,000, Kroger 3,000, JPMorgan CEO Dimon confirmation — multi-sector simultaneous explicit attribution represents coordinated wave

Story 4: Goldman Sachs research finds AI layoffs 'cooled from spring peaks' — peak wave intensity may have passed rather than being currently active

Story 4: Companies historically save automation layoffs for recessions, not healthy periods — current economic environment may be suppressing rather than accelerating displacement

Story 4: Harvard Business School researchers find overall layoff volume still down year-over-year; widespread job elimination has not materialized at aggregate scale

AI self-attribution in layoff announcements may overstate actual AI causation — corporate cost narrative incentivizes AI attribution regardless of true driver

At 95%, ceiling discipline strongly applies — the forecast has essentially priced in resolution; any further upward move requires explicit resolution confirmation, not additional wave evidence