• Provide strategic guidance on industry trends, technology, and market opportunities • Support evaluation of potential investments and emerging startups • Introduce high-quality founders, investors, and ecosystem partners • Mentor and advise founders within the 16VC portfolio • Contribute to the development of 16VC’s investment theses and ecosystem initiatives

• Evaluate and strengthen the safety, security, and robustness of next-generation AI systems. • Leverage expertise in adversarial AI, LLM security, and AI safety to identify vulnerabilities. • Design evaluation methodologies and improve the resilience of large language models against real-world threats. • Collaborate with technical teams to translate security findings into actionable recommendations for AI safety improvements. • Document testing methodologies, findings, and best practices through clear technical reports and presentations for both technical and non-technical stakeholders.

• Provide original, self-authored medical documents (PDF or Word) for AI training purposes, including clinical reports, case studies, research manuscripts, technical documentation, and educational materials. • Ensure submitted documents demonstrate depth, technical accuracy, and real-world medical expertise. • Contribute multimodal content containing text, tables, charts, diagrams, figures, and other visual elements where applicable. • Carefully de-identify all confidential or patient-specific information while maintaining the integrity and educational value of the documentation. • Curate a diverse collection of documents, ideally ranging from 10–100 pages, to support various AI training scenarios. • Provide additional context or clarifications regarding submitted materials when required. • Collaborate remotely with project teams to support the continuous improvement of AI systems through high-quality medical content.

• Review and evaluate chemistry content to ensure scientific accuracy, clarity, and completeness. • Create, edit, and validate experimental write-ups, synthesis reports, and technical analyses. • Develop detailed explanations of chemical concepts, reaction mechanisms, and laboratory processes across varying levels of complexity. • Assess and verify chemical equations, datasets, calculations, and experimental procedures. • Collaborate with project teams to deliver high-quality scientific content aligned with project objectives. • Provide structured feedback to improve chemistry-related datasets and documentation used for AI model development. • Contribute to the development and refinement of project guidelines using your subject matter expertise.