Politicians Say “No More Bets!” But Can They Resist the Urge?
The bill aims to ban the president, vice president, members of Congress, political appointees, and their spouses (because let’s face it, who trusts a politician’s spouse?) from participating in prediction markets tied to political events. Because nothing says “trust in government” like forbidding them from wagering on their own decisions. Genius!


![The study delineates a threat framework for knowledge extraction from large language models deployed on edge devices, highlighting that despite operating under quantization-such as [latex]INT4[/latex] or [latex]INT8[/latex]-and resource constraints that limit query budgets and introduce noise, strategically designed queries can still elicit substantial behavioral knowledge from these models, contrasting with traditional extraction methods reliant on full-precision teacher models and abundant computational resources.](https://arxiv.org/html/2603.23822v1/x2.png)


