Jakub Zavrel

Jakub Zavrel, CEO of Zeta Alpha and expert in AI research agents, dives into the evolution from traditional enterprise search to advanced deep research systems. He contrasts user expectations of fast web searches with the thorough, report-style answers of deep research. Zavrel discusses the importance of customization and quality optimization, and his innovative JEPA method for prompt evolution that outperforms traditional reinforcement learning. He also emphasizes the need for secure enterprise search as a foundation for powerful AI solutions.