Cohere For AI Research Grant Program
Research Grants
Cohere For AI research grants are designed to support academic partners who are conducting research with the goal of releasing a peer-reviewed scientific artifact. Our program provides academic partners, developers, researchers, and other members of our community with subsidized access to the Cohere API. This enables third-party institutions and academic partners to benchmark performance on large-scale models using Cohere’s API.
About the program
Cohere For AI Research Grants support researchers who are advancing the field of machine learning and natural language processing, or applying large language models to other research fields or public benefit projects.
We are proud to support projects across a range of research areas, including language model safety, applications for prosocial goals, multilingual capabilities, values alignment, and more. These areas closely align with our lab's commitment to advancing AI in a safe and responsible manner.
Access to the resources needed to conduct machine learning research, such as compute and state-of-art large language models (LLMs), is not always easily available for researchers. In an effort to help narrow this gap, Cohere For AI launched our Research Grant program in July 2023.
Access to the resources needed to conduct machine learning research, such as compute and state-of-art large language models (LLMs), is not always easily available for researchers. In an effort to help narrow this gap, Cohere For AI launched our Research Grant program in July 2023.
150
Research Grants Awarded
$170k
API Credits Granted
18
Countries Represented Among Recipients
55
University Affiliations
Projects by Our Grantees
Building LLM tools for teachers
Jussi Jauhiainen and Agustín Garagorry, University of Turku, Finland
Teachers and learners worldwide are exploring AI tools in education, but experimentation is often limited by a lack of evidence on their effective and responsible use.
Jussi, Agustín, and their team are using LLMs to adapt learning materials to individual learners, creating a more tailored, incremental learning experience. Their recent research compares LLMs for student performance evaluation, emphasizing the importance of choosing the right tools, understanding risks, and supporting informed decision-making. Currently working in Finnish, they plan to expand to English, Spanish, and several African languages with partners.
The Cohere For AI research grant enabled them to test Cohere’s models, broadening their evidence base and expanding their study.
Blog Posts
Supporting Researchers to Use LLMs
Announcing the C4AI Research Grant Program
Frequently Asked Questions
What types of projects do these grants support?
Language model safety, including bias, explainability, hallucinations, toxicity, and adversarial testing
Language model applications for prosocial goals in fields such as education, climate science, content moderation, healthcare, law, history, and social science
Language model capabilities, such as improving information retrieval accuracy or model efficiency
Multilingual capabilities, such as increasing language model performance and safety in languages beyond English
Values alignment exploring how to ensure generative AI model behavior meets people’s expectations, preferences and values
What do I need to know if my research project artifact is complete or ready to be published?
Often, we receive the question of how should the grants be acknowledged. If you choose or want to acknowledge the grant program, we have drafted a simple message below that you are welcome to use and adapt.
“This work was supported by compute credits from a Cohere For AI Research Grant, these grants are designed to support academic partners conducting research with the goal of releasing scientific artifacts and data for good projects.”
Is it necessary for me to share my research results with you and obtain your approval prior to submitting my work for publication?
We often get asked about the process for sharing experiment results with us before paper publication. Generally, we do not require an approval process for research findings, except in cases involving AI safety or responsible AI. However, we welcome an update about what research you did with the grants as we hope to spotlight some of the research contributions that come out of the program.
If your work pertains to AI safety, you are expected to unconditionally and immediately disclose any vulnerabilities found through your research and testing, by notifying safety@cohere.ai and sharing any research outputs (papers, datasets etc.) at least 4 weeks before publication by notifying info@for.ai.
What if I need additional credits to complete my research project?
If you use all of the credits provided for your project and would like to request additional funds, we encourage you to reach out via email to brittawnya@cohere.com
How can I monitor the balance of my grant?
You can monitor the balance of your grant via the Billing tab of your Cohere dashboard. Your grant credit will be applied to any usage of our models with a Production API key. If you have not already done so, you can create a Production API key in the API Key tab of your dashboard.
Can I invite colleagues working on my project to use the credits?
Yes - to invite and manage teammates and collaborators, please visit the Team tab of your dashboard.
Cohere For AI
Cohere For AI is Cohere's non-profit research lab that seeks to solve complex machine learning problems. We support fundamental research that explores the unknown, and are focused on creating more points of entry into machine learning research.