Abstract: Diffusion models are a powerful class of techniques in ML for generating realistic data, but they are highly prone to overfitting, especially with limited training data. While data ...

(NEXSTAR) — The calendar flip to 2026 may bring slightly larger paychecks and some “very large” tax refunds, but if you are expecting a tariff dividend from Uncle Sam, there’s no timeline for that ...

President Donald Trump may have $2,000 tariff dividend checks on his wish list for 2026. But Congress will have something to say about it. For months, Trump has discussed his plan of giving Americans ...

Washington — Director of the National Economic Council Kevin Hassett said Sunday that President Trump's idea to give Americans $2,000 checks funded by tariff revenue will "depend on what happens with ...

As of December 2025, there is no approved fourth federal stimulus check. Former President Donald Trump has proposed a new round of payments, but this has not been approved by Congress. Arizona has ...

The president still plans on sharing tariff revenue. At least that's what he continues to say. In early November, the president began floating the idea of issuing a $2,000 dividend to "middle income ...

This story was updated on December 17 at 9:39 p.m. ET President Donald Trump’s prime-time address tonight included an Oprah-style You get a car! And you get a car! reveal for members of the U.S.

Despite renewed online chatter, no federal agency or congressional leader has announced or confirmed any plan to distribute new stimulus payments this year. Without approval from Congress or the ...

President Donald Trump promised to use tariff revenue to send most Americans $2,000 checks. The president also promised to use tariff revenue for at least eight other initiatives, according to a ...

Rumors of $2,000 stimulus checks in December 2025 have been debunked, with Congress not approving any new payments and the IRS offering no confirmation, despite social media speculation. At the same ...

Forbes contributors publish independent expert analyses and insights. I write about investing, markets and Berkshire Hathaway. Stocks have provided exceptional returns so far in 2025. These ...