Prediction Signals · June 10, 2026 · 5 min read
When Gina Antoniello took the stage at the April 2026 Prediction Markets Conference in Las Vegas, she came with a challenge to the industry's foundational assumption: that for every dollar won, another participant must lose.
Antoniello, Executive Director of SafeBets and Professor at New York University, presented a model that inverts the economics of traditional prediction markets — and introduced a platform built to scale to 200 million users without requiring a single dollar of user capital at risk.
Traditional prediction markets operate on a redistributive model: participant capital flows from losers to winners. The platform captures a spread. This creates a ceiling on how large the audience can become, because every new participant is entering a market where others are actively trying to take their capital. "That's not how you build a platform for a billion people," Antoniello argued.
The SafeBets model generates revenue not from participants losing to each other, but from trading financial markets — crypto, equities, commodities, and currencies — using the collective intelligence of its best predictors. The Collective Intelligence Engine evaluates every prediction against real, time-stamped market outcomes, scoring users on accuracy, consistency, and the magnitude of their calls.
"The Filtration Pyramid is the heart of the platform," Antoniello told the audience. "Anyone can join. Only the genuinely skilled rise. And when they do, the platform rewards them at a scale that has never been possible before, because their intelligence is generating real, measurable value in real financial markets."
New SafeBets users receive 100 unicoins upon signup — enough to place their first 100 predictions. No deposit is ever required. No user can incur a financial loss on the platform. Because no user capital is wagered, SafeBets operates outside gambling classifications that restrict traditional prediction markets in 85+ global jurisdictions.
SafeBets' native token, Unicoin, is earned through Proof-of-Intelligence — accurate predictions generate tokens. SafeBets intends to allocate 15–25% of its revenues to purchasing unicoins on exchanges, creating buy pressure tied directly to platform profitability.
SafeBets was one of the most discussed companies at the April event. Not because it competes with Kalshi or Polymarket in the traditional sense, but because it represents a fundamentally different answer to what prediction markets are for. If the existing platforms are building a new kind of financial exchange, SafeBets is building something closer to a collective intelligence utility. The conversation is worth following closely.
SafeBets presented at the Prediction Markets Conference, April 2026, Las Vegas. The next edition of the conference takes place November 3–5, 2026.
Prediction Markets Conference
November 3–5, 2026 · Las Vegas
The industry's leading gathering for traders, researchers, and builders.