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The final piece in this 3-part series asks whether the revenue supporting the AI build is actually measuring what investors think it is. The telecom boom offers a useful warning. One of its most influential statistics claimed internet traffic was doubling every 100 days. The number spread through analyst reports, earnings calls and prospectuses, helping justify enormous infrastructure investment. But researchers later traced the figure back to something different: network capacity was growing at that pace, not internet traffic. Actual traffic was doubling roughly once a year. That distinction matters. Getting a growth forecast wrong is normal. Building a capital cycle around a metric that measures the wrong thing is a different problem entirely. As hundreds of billions flow into AI infrastructure, the question is worth asking again: are the revenue and demand signals financing this build measuring genuine end demand, or are parts of the industry counting activity generated by the build itself?

Last month marked a significant moment in the financial sector, with four institutional tokenization moves occurring within just five days. - JPMorgan, Mastercard, Ondo, and Ripple successfully completed a live cross-border tokenized Treasury settlement. - Anchorage Digital and J.P. Morgan Asset Management introduced a yield-bearing stablecoin reserve model on Solana. - Bullish announced its agreement to acquire Equiniti, one of the world’s largest transfer agents, for $4.2 billion. - The CLARITY Act progressed through the U.S. Senate Banking Committee. A year ago, any one of these developments would have dominated discussions for weeks. However, last week, they all emerged simultaneously.

On May 1, Clear Street, a prime broker to hedge funds and institutional traders, announced it is joining Kalshi's exchange and clearing house as a futures commission merchant (per Bloomberg, May 2026). Clear Street's clients will have direct access to Kalshi event contracts. The broker is also launching swap capabilities for ETF issuers tied to prediction markets. This is not a consumer deal. Clear Street's entire business is institutional. It exists to serve hedge funds, asset managers, and sophisticated prop desks. Kalshi just became part of institutional market infrastructure.