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

    80% confidence
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Frontier AI Slowdown Call Splits Industry, Rattles Capex-Sensitive Markets
Anthropic's Dario Amodei publicly called for a coordinated global slowdown in frontier AI development, a stance Microsoft echoed with a 'humanist' AI code of conduct, but Nvidia and Meta's CEOs rejected any coordinated pause days later, exposing a widening rift between safety-focused and growth-focused AI leaders. The dispute landed amid growing financial scrutiny of AI infrastructure spending — a hyperscaler capex analysis, FTC warnings against antitrust waivers for AI firms, and an 8.6% single-day stock drop in GE Vernova tied directly to the slowdown remarks — signaling investors are newly nervous about whether the AI capex boom (including Alphabet's projected $701B revenue narrative) can be justified if the pace of development itself becomes contested.
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EPKINLY Regulatory-Clinical Success Cascade
High probability of expanded label indications, additional combination approvals, and competitive positioning strength in follicular lymphoma market. Predicts positive commercial uptake and potential accelerated review for related indications.
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Berkshire Hathaway
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