In this week's News Roundup, we've found stories about leveraging innovative strategies, technology, and targeted interventions to address pressing educational and workforce challenges. From the resurgence of community colleges and non-degree credentials to the ethical integration of AI in classrooms and efforts to combat learning loss, a shared focus emerges on expanding access, improving quality, and preparing diverse student populations for the evolving economy.