Cognoska is a web-based application that helps you keep up with the rapid pace of AI research without getting overwhelmed. Every day, hundreds of new papers are published, but very few people have the time to scan through them all. Cognoska automates this process by collecting the newest publications, organizing them into categories such as Natural Language Processing, Computer Vision, and Robotics, and generating concise summaries that can be read in minutes.

One of the core features is a scoring system that highlights which papers are likely to be the most relevant or impactful, making it easier for users to focus on what matters instead of spending hours filtering. For developers and engineers, Cognoska also provides direct GitHub repository links whenever code is available, so new methods and experiments can be tested right away without extra searching.

The service is designed to save time for a wide range of users. Researchers and students can stay up to date without manually monitoring dozens of categories. Developers and engineers get a shortcut from academic publication to practical implementation. Founders and investors gain early visibility into important breakthroughs and emerging trends that may influence products, startups, and the broader AI ecosystem. Even enthusiasts who want to learn more about AI can use Cognoska as a daily overview tool.

As a web app, Cognoska can be accessed from any modern browser with no installation required. It updates within 24 hours of new publications, ensuring timely insights. The platform is simple to use, with a clean interface focused on summaries, scores, and links, rather than overwhelming lists of raw papers.

By combining daily research updates, scoring, categorization, and code links in one place, Cognoska makes it possible to stay current with AI research in a fraction of the time. The goal is to provide clarity, reduce noise, and make cutting-edge work more accessible for anyone who needs to stay informed.