On Prediction Markets as Information Infrastructure
Context
Every major decision in business, government, and finance depends on forecasts. Will inflation rise or fall. Will a regulation pass. Will a technology achieve mainstream adoption. Traditional methods of answering these questions, including expert panels, polling, and media analysis, suffer from well-documented biases and structural inefficiencies. Prediction markets offer a fundamentally different approach: by requiring participants to stake real capital behind their forecasts, they align incentives with accuracy rather than narrative. Giuseppe Cicatelli, through Bacalia Group, holds positions in Polymarket, the leading prediction market platform, recognizing that real-money forecasting infrastructure will become as essential to decision-making as financial exchanges are to capital allocation.
What We Observe
- Prediction markets have demonstrated superior forecasting accuracy compared to polls, expert panels, and media consensus across a wide range of domains. During the 2024 US presidential election, Polymarket processed billions of dollars in trading volume and produced predictions that proved more accurate than traditional polling aggregators. The platform attracted more web traffic than major polling organizations, signaling a structural shift in how the public consumes probabilistic information.
- The regulatory environment for prediction markets has reached an inflection point. Kalshi, the first and only CFTC-regulated prediction market exchange in the United States, has successfully established the legal framework for event-based derivatives. This regulatory clarity is expanding the addressable market from crypto-native users to institutional participants who require compliance infrastructure.
- Prediction markets are expanding rapidly beyond political forecasting into economic indicators, corporate events, geopolitical risk, sports, entertainment, and scientific outcomes. This breadth of application demonstrates that the demand for accurate, real-time probabilistic information extends across every sector of the economy.
- The underlying market structure of prediction markets creates natural network effects. Liquidity attracts more participants, which improves price accuracy, which attracts more users seeking reliable forecasts. Platforms that achieve scale in this category become increasingly difficult to displace.
Why It Matters
The global economy runs on information, yet the infrastructure for producing accurate probabilistic forecasts has remained remarkably primitive. Polls are conducted infrequently, expert opinions suffer from systematic biases, and media narratives optimize for engagement rather than accuracy. Prediction markets represent a new category of information infrastructure that produces continuously updated, capital-weighted probability estimates for any measurable future event. The platforms that build and scale this infrastructure will occupy structural positions in the information economy comparable to the role that financial exchanges play in capital markets.
How We Think About It
Bacalia evaluates prediction market investments through the same infrastructure framework we apply to marinas, AI hardware, and autonomous systems. Is the service essential? Accurate forecasting is fundamental to every institution. Is supply constrained? There is no existing infrastructure that produces real-time, incentive-aligned probability estimates at scale. Are barriers to entry high? Building a prediction market requires regulatory navigation, liquidity bootstrapping, and trust-building that cannot be shortcut. Is there a path to durable cash flows? Transaction fees on prediction market volume generate recurring revenue that scales with platform adoption. Polymarket has demonstrated product-market fit at scale, and the broader category benefits from regulatory tailwinds created by Kalshi's CFTC precedent. Together, these platforms are building the foundational layer of a new information market.
Conclusion
Prediction markets are not a niche financial product or a novelty for political forecasting. They are an emerging category of information infrastructure that will reshape how societies, institutions, and individuals assess probability and make decisions under uncertainty. The platforms that achieve scale and regulatory legitimacy in this category will become as structurally important as the data providers and financial exchanges that underpin modern capital markets. Bacalia's position in Polymarket reflects our conviction that real-money forecasting infrastructure represents durable, compounding value for patient capital.