Two new AI agents from Google AI Research automate figure creation and peer review processes. These tools translate raw data into publication-ready visuals and synthesize critical feedback for researchers. While the utility for academics is clear, the system remains an incremental improvement over general LLM prompting. Practitioners can now accelerate the final drafting phase.