We're getting yet another Hollywood sequel. Deadline reports that Aaron Sorkin will be directing The Social Network II, a follow-up to the film that chronicled the development of Facebook and the ensuing lawsuit against Mark Zuckerberg. The next movie will take its inspiration from a 2021 investigation by The Wall Street Journal into the harms caused by Facebook and the company's failure [...]
Researchers at Meta, the University of Chicago, and UC Berkeley have developed a new framework that addresses the high costs, infrastructure complexity, and unreliable feedback associated with using reinforcement learning (RL) to train large language model (LLM) agents. The framework, DreamGym, simulates an RL environment to train agents for complex applications. As it progresses through the train [...]