What if generative AI replaces advertising production studios?
Generative AI replacing studio/ad production guts agency headcount and bids the AI-silicon names modestly; the real equity transmission is ad-holdco margins (WPP, Omnicom, Publicis), which the cascade omits. Rhymes with the 2023 WGA/SAG-AFTRA strikes over AI in content — labor pushback that capped, not killed, adoption. Trade: long holdco margins, but size for IP-litigation and brand-safety drag on full automation.
Every number ships with its receipt — the odds, the range, the precedents, and a public grade at Reality Check. The statistical machinery that produces it is proprietary.
The butterfly cascade
How this trigger trickles across markets, left → right — the root shock, its first‑order moves, then the ripple effects. Drag any node; tap a market for its real price history.
Resolution timeline — how this probability is moving
Our model's odds (electric blue) over time vs the market's (Polymarket, amber), from the past toward the 1–3 years horizon. Each dot is a real macro event that nudged the probability — green pushed it up, red pushed it down. Tap a dot for the source. Loading the probability audit trail…
What it would mean
If this plays out, it is a risk-off shock. A holding company replaces studios with generative AI, slashing creative and post-production jobs and ad-agency headcount. The trigger decomposes into signed root‑shocks — AI capex ▲ · Job displacement ▲ — which propagate through our causal graph to the markets below.