**Introduction** IBM Research is at the forefront of creating intelligent systems that transform how humans interact with computers. We are currently developing the next generation of configurable Generalist AI Agents: CUGA [[1] https://cuga.dev, [2] https://github.com/cuga-project/cuga-agent]. This advanced technology is designed to independently navigate and execute tasks across complex APIs, MCP tools, web environments, and business workflows. CUGA currently ranks among the leaders in global benchmarks such as AppWorld and WebArena, leveraging advancements in Agentic AI, Large Language Models (LLMs), and Reinforcement Learning. It combines capabilities in natural language processing, model fine-tuning, and interactive decision-making. By integrating a semantic understanding of APIs, MCP tools, and web elements with advanced action planning, CUGA aims to handle tasks that typically require significant human intervention. References Visible links 1. https://cuga.dev 2. https://github.com/cuga-project/cuga- **Your role and responsibilities** We are seeking a highly motivated intern to join our research team and help advance the field of Generalist AI agents. As a summer intern, you will: • Innovate & Develop: Design, develop, and refine cutting-edge AI agents and Agentic frameworks, incorporating advanced technologies such as LLMs, multimodal models, and reinforcement learning systems. • Experiment & Benchmark: Conduct rigorous experiments on leading benchmarks—including WebArena, AppWorld, and Tue-bench—to assess and enhance the capabilities of AI agents. • Data & Prototyping: Curate datasets, fine-tune models, and demonstrate performance capabilities through early-stage prototypes for web-based automation solutions. • Research Collaboration: Collaborate with cross-functional teams of researchers and engineers to publish findings in top-tier venues and drive innovation within IBM’s groundbreaking solutions. Locations: • IBM Research Lab, Israel (Haifa University Campus) • IBM Site, Hashahar Tower, Givataim (near Tel Aviv Arlozorov train station) **Required technical and professional expertise** * Currently enrolled M.Sc. or Ph.D. student in Computer Science, Information Systems, or a related field, with a focus on NLP, Agentic systems, and LLMs. * Proven expertise in key domains such as LLMs/VLLMs, Transformers, Natural Language Processing (NLP), and Reinforcement Learning. * Strong proficiency in Python development. * Hands-on experience in implementing, training, and fine-tuning Transformers and LLMs. Please include your grade sheet with your application. **Preferred technical and professional experience** * Solid understanding of AI agents and Agentic frameworks. * Experience working with standard AI benchmarks. * A publication track record in peer-reviewed conferences or journals is a significant- advantage. IBM is committed to creating a diverse environment and is proud to be an equal-opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, gender, gender identity or expression, sexual orientation, national origin, caste, genetics, pregnancy, disability, neurodivergence, age, veteran status, or other characteristics. IBM is also committed to compliance with all fair employment practices regarding citizenship and immigration status.