Society & Frontier mixed · 1–3 years
A what‑if from the future

What if off-the-shelf CAR-T wins approval at a tenth of the cost?

Clean chain: an approved allogeneic off-the-shelf CAR-T at one-tenth the cost disrupts autologous incumbents and CDMO economics — long allogeneic platforms (Allogene-type), short autologous-cell makers and the contract-manufacturing build-out thesis. No clean macro analogue; it is a classic cost-curve disruption within cell therapy. Immaterial to macro — the small risk-on cascade is noise; trade the allogeneic-vs-autologous pair.

29%
our model probability
over 1–3 years
prediction markets — the market's odds
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Anchored to measured history 29% · 90% range 18–40% · 40 dated precedents behind it — a wider range means thinner evidence

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…

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What it would mean

If this plays out, it is a mixed shock. Allogeneic off-the-shelf CAR-T wins approval at one-tenth the cost, disrupting autologous-cell incumbents and CDMO economics. The trigger decomposes into signed root‑shocks — Risk appetite ▲ — which propagate through our causal graph to the markets below.

Methodology. Probability and impact are anchored to history and scored against what actually happens — wins and losses, in public, at Reality Check. Market odds live from Polymarket & Kalshi. By Vikas Singh, Quantitative Strategist. Updated 2026-08-13.