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.
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.
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.
Amazon Security call for proposals - Fall 2026 supports researchers developing AI for hardware, software, cloud, and agent security to address pressing challenges and make security analysis more trustworthy.
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.