What if PIK-toggle private loans mask defaults until a cluster breaks?
Payment-in-kind toggles hid stress in direct loans; a cluster of borrowers flips to PIK then defaults together, exposing under-reserved private-credit funds and spooking HY.
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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 6–18 months 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. Payment-in-kind toggles hid stress in direct loans; a cluster of borrowers flips to PIK then defaults together, exposing under-reserved private-credit funds and spooking HY. The trigger decomposes into signed root‑shocks — Credit spreads ▲ · Financial conditions ▲ · Recession signal ▲ · Risk appetite ▼ — which propagate through our causal graph to the markets below.