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Source document· January 25, 2026

How prediction apps like Polymarket are redefining gambling

View original at finance.yahoo.com
How prediction apps like Polymarket are redefining gambling Wanna bet? Throughout history, people have put their money on the uncertain outcomes of all kinds of events…
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  • Prices can become more volatile near elections or big data releases, as these contracts can represent highly volatile events

    80% confidence
  • Prediction market winnings are generally taxed as ordinary income, but some CFTC-regulated platforms like Kalshi may qualify for favorable Section 1256 capital gains treatment, making them potentially more tax-efficient than traditional sports betting

    80% confidence
  • Media outlets and the public were previously unaware of the accuracy of prediction markets, even though academic research had long supported their effectiveness

    80% confidence
  • Political event contracts are akin to gaming and contrary to the public interest

    80% confidence
  • While these markets have existed in the U.S. for decades, their use expanded rapidly last year after Kalshi, a federally regulated derivatives exchange and clearinghouse, began offering contracts based on the outcome of political events

    80% confidence
  • Prediction markets burst onto the American marketplace in the fall of 2024, and their popularity has only grown since

    80% confidence
  • Despite prediction markets being less well-known than traditional polls, platforms like Kalshi and Polymarket proved their worth during the 2024 Presidential Election

    80% confidence
  • Since Kalshi's 2024 legal victory, prediction markets have expanded to offer event contracts based on crypto, climate, economics, financials, companies, and—most controversially—sports

    80% confidence
What we know · the intelligence behind this page
Live from the substrate
What we're seeing
Vertical AI Agents Attract a Funding Wave Across Fintech-Adjacent Industries
A cluster of AI-native startups applying autonomous agents to narrow, operational problems — hotel front-desk staffing (Dextr AI), identity/fraud risk for financial institutions (Baselayer), insurance distribution (Napo, Connie Health, MGT Insurance) — closed seed-to-Series A rounds within days of each other in September 2026, with CB Insights running a coordinated CEO interview series to spotlight them. The pattern points to agentic AI maturing from generic chat tools into vertical, revenue-generating products, with identity verification for AI agents themselves (Baselayer) emerging as a new fintech infrastructure category responding directly to AI-driven fraud risk.
Our read on the data ›
Signals we're tracking
Satellite-Terrestrial Network Integration Acceleration
Increased investment and launches in hybrid satellite-cellular networks across telecom industry; competitive responses from other carriers; regulatory activity around satellite spectrum; expansion of emergency/rural connectivity use cases
Patterns we're watching ›
Where sources disagree
ING Group
Both facts record the same metric (shares_outstanding) for ING Group at the identical observation date (2025-12-31). FACT A states 2,902,437,688 shares; FACT B states 2,902 million shares (2,902,000,000). The difference is 437,688 shares (~0.015%). This is a genuine value conflict, though the discrepancy appears to result from FACT B rounding to the nearest million while FACT A provides the precise count.
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