Ausum is a free Chrome extension designed for users who want to efficiently digest online articles through audio summaries. By clicking a button, you can convert lengthy articles into succinct audio format, saving you time and allowing you to focus on more critical tasks. This extension caters to those often buried under a mountain of reading material, enabling swift overview of numerous articles without squandering precious hours. Overall, it’s ideal for students, professionals, or anyone looking to stay informed without the long read.

LifelongAgentBench is designed to simulate real-world continuous learning environments, enabling developers to test AI agents across a sequence of evolving tasks. The framework offers a plug-and-play API to define new scenarios, load datasets, and configure memory management policies. Built-in evaluation modules compute metrics like forward transfer, backward transfer, forgetting rate, and cumulative performance. Users can deploy baseline implementations or integrate proprietary agents, facilitating direct comparison under identical settings. Results are exported as standardized reports, featuring interactive plots and tables. The modular architecture supports extensions with custom dataloaders, metrics, and visualization plugins, ensuring researchers and engineers can adapt the platform to varied application domains.