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Trump teleprompter aide made $100,000 betting on what Trump would say, reports say

Ars Technica · 2026-07-16 Cached

A White House teleprompter aide used insider knowledge of Trump's speeches to make $100,000 betting on a prediction market called Kalshi, leading to his removal after the platform flagged the activity.

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Kalshi says it caught Trump’s teleprompter operator insider trading

The Verge · 2026-07-16 Cached

Kalshi's surveillance flagged and referred trades by Trump's teleprompter operator Gabriel Perez, who allegedly used inside information to win over $100,000 betting on what Trump would say during speeches, highlighting ongoing insider trading concerns in prediction markets.

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Kalshi Ramps Up Effort to Build Markets for AI Computing Power (3 minute read)

TLDR AI · 2026-07-15

Kalshi has created a tool that plots the future price of computing power using prediction markets, aiming to build a forward curve for GPU rental costs.

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Judge rejects Kalshi attempt to override New York state gambling laws

Ars Technica · 2026-07-08 Cached

A federal judge ruled that New York can enforce its gambling laws against prediction market Kalshi, rejecting the company's argument that federal commodity law preempts state regulation. The decision adds to conflicting circuit court rulings, increasing the likelihood of Supreme Court review.

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When do prophets profit in prediction markets?

arXiv cs.AI · 2026-07-08 Cached

This paper establishes a formal equivalence between predictive accuracy and profitability in order-book-based prediction markets, introducing a proper betting strategy that converts accuracy into profit, and validates it with a live deployment on Kalshi achieving 80.33% ROI.

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Spotify Confirms Streaming Fraud After Kalshi Trader Cries Foul

Wired · 2026-07-02 Cached

Spotify confirmed streaming manipulation after Kalshi trader Caleb Davies flagged suspicious bot activity on the song 'Earrings' by Malcolm Todd, leading to the removal of over 500,000 artificial streams and adjustments to charts.

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Kalshi sues Illinois over new tax on prediction market sports bets

Ars Technica · 2026-06-29 Cached

Kalshi sues Illinois over a new law taxing prediction market sports bets, arguing it unfairly classifies them as unlicensed gambling operators while facing potential felony charges.

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Zuckerberg reportedly wants a Polymarket clone — but without real money

The Verge · 2026-06-23 Cached

Meta is reportedly developing a prediction markets app called Arena, similar to Polymarket and Kalshi, but initially using points instead of real money, as an internal top priority.

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Kalshi adds required employment verification for some prediction market bets

The Verge · 2026-06-10 Cached

Kalshi introduces new market integrity measures including employment verification for certain bets, coinciding with the CFTC's first proposed regulation for prediction markets amid rising insider trading cases.

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Polymarket and Kalshi Say Influencer Partners Can’t Deny Election Results, Actually

Wired · 2026-06-08 Cached

Polymarket and Kalshi have asked influencer partners to remove paid partnership tags from posts that question election results, as the platforms enforce policies against election denial narratives.

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Spain blocks prediction markets Polymarket, Kalshi over lack of gambling licence

Hacker News Top · 2026-05-26

Spain has blocked access to prediction markets Polymarket and Kalshi for operating without a gambling license, highlighting ongoing regulatory scrutiny of crypto-based prediction platforms.

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How AI Will Save Prediction Markets (10 minute read)

TLDR AI · 2026-05-26 Cached

The article examines the failure of prediction markets to achieve their utopian vision and argues that AI can transform them by enhancing market creation, analysis, and accuracy, shifting focus from sports and crypto to high-impact questions.

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my trading agent has 17 hard gates and no CLAUDE.md. I keep trying to add structure. it keeps not needing it.

Reddit r/AI_Agents · 2026-05-22

A builder reflects on their AI trading agent Pip, which uses 17 hard gates instead of structured context files like CLAUDE.md, and questions whether the workspace is for the agent or the builder.

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Looking at the data behind prediction markets

Hacker News Top · 2026-05-07 Cached

An analysis of prediction markets like Polymarket and Kalshi, examining whether their massive trading volume actually produces valuable forecasting information or merely serves as gambling, referencing historical academic support and current data.

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@ken_so: Just shipped /backtest for our open-source Kalshi trading bot. Does the AI model actually find edge? Now you can check …

X AI KOLs Following · 2026-04-21 Cached

OctagonAI released an open-source CLI that backtests AI-driven edge detection on Kalshi prediction markets, executing sized trades via half-Kelly sizing and a 5-gate risk engine.

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