1. Research and evaluate emerging AI technologies, APIs, frameworks, and tools 2. Experiment with LLMs, AI agents, multimodal workflows, and automation systems 3. Contribute toward AI-native product and workflow innovation 4. Build and optimize prompt systems and AI interaction workflows 5. Collaborate closely with engineering, production, and product teams 6. Assist in building scalable AI-assisted production and automation systems 7. Analyze workflow performance, consistency, reliability, and optimization opportunities 8. Document research findings, testing results, and implementation recommendations