Synthetic Data Generation for Multimodal Perception call for proposals - Fall 2026 supports researchers developing synthetic training data to improve models’ understanding of everyday human activity.
On-Device Multimodal Perception Call for Proposals - Fall 2026 supports researchers in visual generation, encoding, and sensor fusion to turn limited device observations into useful experiences and reliable tracking.
Multilingual and Contextual AI Evaluation call for proposals - Fall 2026 supports academic and nonprofit researchers evaluating AI across languages and cultures to improve safety and fairness in the Global South.
AWS Agentic AI call for proposals - Fall 2026 supports researchers developing open-source tools and agentic AI research to advance AI agents and benefit the wider research community.
Automated Reasoning call for proposals - Fall 2026 supports academic and nonprofit researchers studying mathematical logic, proof, and verification to improve computing systems' security and robustness.
AI for Information Security call for proposals - Fall 2026 supports researchers developing AI for secure agents, threat detection, incident response, and vulnerability remediation to address security challenges.