AWS AI aims to advance machine learning research by funding development of open-source tools and research that benefit the ML community at large, or impactful research that uses machine learning tools on AWS.
AWS AI is soliciting funding proposals related to generative AI, with a particular focus on innovation related to supporting annotators with ML and AI.
Themes
- New approaches that improve the capabilities of foundational models without fine-tuning: chaining, advanced prompting techniques, integration with external services and APIs, data augmented generation, etc.
- Novel approaches that improve the capabilities of generative models to perform complex and composite tasks, potentially involving multiple types of inputs and outputs.
- Novel approaches for using generative models to create synthetic data sets at scale with specified properties.
- Work on open source projects that provide building blocks for developing applications with generative AI.
New approaches to responsibly building and operating generative models, including measuring, preventing or mitigating hallucinations, biases or other forms of harmful or undesired output.
Applications close 26 April 2023
