Looped models have emerged as a prominent paradigm for reasoning, with successes on simple reasoning puzzles such as Sudoku-Extreme and Maze-Unique. However, these models can be unstable, slow to train, and use many parameters and FLOPs to solve simple puzzles. Descent on an energy not only mitigates these issues but also offers advantages: built-in early stopping, compute that adapts to problem…
CuriosityStream Inc. (NASDAQ: CURI ) stock surged Thursday after the factual entertainment company reported better-than-expected third-quarter 2026 results .
Nvidia’s longtime finance chief inherits its first leadership transition in 33 years, bringing decades of technology experience and Wall Street credibility to a company facing a very public leadership…
Context attribution asks how removing parts of a prompt changes a language model's output. We study leave-one-out (LOO) attribution for a prompt of $n$ tokens and a fixed measurement function.
