Telling a CoT monitor that a wrong answer is correct makes it un-see errors it already found

Explores connections between sociological theories and agent foundations research, focusing on rational social/political behavior beyond economic rationality.

Samsung Labs releases LittleBit and LittleBit-2, a sub-1-bit LLM compression method using latent factorization that achieves extreme compression down to 0.1 bits per weight while maintaining original architecture.

OpenAI solved 90 of the top 500 open math problems using only 3 hours of Pro-level compute per question on average, marking a major breakthrough in mathematical AI capabilities.

Extends time series forecasting beyond Gaussian assumptions by introducing diffusion models to capture complex uncertainty shapes through multi-step sampled rollouts.

OpenAI's math problem solutions fall short of mathematical community standards, with only 10 of 719 manuscripts including model reasoning and 42% lacking formal verification.