Kalshi and Polymarket have built something bond investors haven't had before: a continuously-updating, financially-incentivized probability market on the exact events that move yields, spreads, and curve shape. The contracts aren't hedges yet — but they're signals right now.
Six contracts active as of April 6, 2026 with direct relevance to fixed income positioning. Prices update continuously. Click any card for the bond portfolio application.
Adjust the prediction market signals and see directional impact on a stylized $500M investment-grade bond book. Sensitivities are illustrative — directional logic is structurally correct.
| Position | Notional | Avg duration | Primary risk | PM signal source | Signal today |
|---|---|---|---|---|---|
| 2Y UST Long Short-end anchor |
$120M | 1.9 | Fed path | Kalshi rate cut count | 39.6¢ zero-cut |
| 10Y UST Long Core duration |
$180M | 8.6 | Inflation · fiscal | Kalshi CPI series · Polymarket tariff | Sticky core PCE |
| IG Corp 5Y avg BBB/A rated blend |
$150M | 4.2 | Recession · spread widening | Polymarket recession | 31¢ → watch 40¢ |
| TIPS 5Y Inflation hedge sleeve |
$50M | 4.8 | Break-even volatility | Kalshi CPI monthly | CPI below core PCE |
Interactive Brokers is already running prediction market contract reads on mainstream investing podcasts — placed alongside bond and options ads. The April 5 episode of The Disciplined Investor (reach score 62, guest: Thomas Thornton of Hedge Fund Telemetry) carried this pre-roll and mid-roll:
The infrastructure is consumer-ready and being actively distributed to the retail investing audience. The institutional analytical framework — mapping PM probabilities to duration positioning, credit spread direction, and curve shape — is the part that doesn't exist yet. That's the gap this paper addresses.
The critical insight isn't that PM prices correlate with bond moves — it's that they lead them. Select a scenario, hit play, and watch the prediction market price reprice the shock hours before the portfolio damage arrives. The gap between the two lines is the window where a manager reading Kalshi or Polymarket could have acted.
Bond traders already watch CME FedWatch. Prediction market prices on recession, tariffs, shutdown duration, and CPI are the same concept — market-implied probabilities — applied to the events CME doesn't cover. The question isn't whether to use them. It's whether to use them before everyone else does.
RiskSmart X Intelligence Brief · April 2026
Six proposed contracts with clean resolution criteria, clear bond portfolio relevance, and no meaningful barriers to listing beyond institutional design effort and counterparty depth.
The honest arc. Today's contracts are signals. The future contracts require institutional counterparty depth and contract specification rigor. The infrastructure is there — what's needed is institutional design.
The use case today is the dashboard layer — live probability feeds into your risk analytics. TS Imagine's commodity risk infrastructure already handles the price risk and operational risk. Prediction market data is the missing event risk layer. We're building the connector.
TS Imagine · RiskSmart X Platform
The AI infrastructure boom is not just an equity story. $121 billion in hyperscaler bonds were issued in 2025 alone — more than four times the five-year average. In 2026, $100B more has already landed. This is the largest single-sector corporate debt cycle in modern history. Each credit tells a different story, and prediction markets are already pricing the events that move them.
The hyperscalers write the checks. These five companies build the buildings. Former Bitcoin miners and upstart neoclouds sitting on power contracts, cooling infrastructure, and long-term leases — now the physical substrate of the AI revolution. Their bonds are project-financed against contracted AI lab cashflows, backstopped by Google, and priced by prediction markets that nobody on the credit desk is reading yet.
"The numbers are like nothing any of us who have been in this business for 25 years have seen. You have to turn over all avenues to make this work." The AI credit stack runs from Microsoft AAA at 45bps to single-tenant NNN leases at 700+. Each layer has different prediction market signals — and none of the desks holding these bonds are reading them yet.
Matt McQueen, Head of Global Credit · Bank of America (Feb 2026) — via Bloomberg
These are the contracts that matter for the AI infrastructure credit stack. IPO timing, market cap thresholds, model leadership, NVIDIA revenue — each one is a live probability signal that speaks directly to the cashflow coverage, tenant creditworthiness, and refinancing risk embedded in the bonds above. Volume tells you how many real dollars are pricing each outcome. Credit desks have no feed to any of this.
| PM Contract | Platform | Vol. | WULF | IREN | APLD | HUT | CRWV |
|---|---|---|---|---|---|---|---|
| Best AI model — monthly | Polymarket | $5.5M | ●●● | ●○○ | ●○○ | ●●● | ●●○ |
| Anthropic IPO before 2027 | Polymarket | $5.5M pool | ●●● | ●○○ | ●○○ | ●●● | ●○○ |
| OpenAI IPO market cap | Polymarket | $1.6M | ●○○ | ●●○ | ●●○ | ●○○ | ●●● |
| NVIDIA largest market cap | Polymarket | $4M/mo | ●●○ | ●●● | ●●● | ●●○ | ●●● |
| AI capability growth before July | Kalshi | $77K | ●●○ | ●●● | ●●○ | ●●○ | ●●● |
| Hyperscaler capex >$600B 2026 | Polymarket | Active | ●●● | ●●● | ●●● | ●●● | ●●● |
| DoD/regulatory action on Anthropic | Polymarket | $318K resolved | ●●● | ●○○ | ●○○ | ●●● | ●●○ |