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    Multilingual and Contextual AI Evaluation call for proposals - Fall 2026

    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.

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    Funder: Amazon Research Awards

    Due Dates: October 1, 2026 (Submissions open) | November 4, 2026, 11:59 PM Pacific Time (Submission deadline)

    Funding Amounts: Cash and AWS Promotional Credits, each no more than $50,000 USD on average; one-year award period

    Summary: Supports research on multilingual and culturally contextual AI evaluation, emphasizing underrepresented languages, responsible AI, and the Global South.

    Key Information: Each PI may submit only one proposal per ARA call period.


    Description

    Amazon Research Awards (ARA) supports academic and nonprofit research that assesses and improves AI across underrepresented languages and cultural contexts. The call advances Amazon’s New Delhi Frontier AI Impact Commitments by expanding datasets, benchmarks, expertise, and evaluation infrastructure, with particular emphasis on the Global South. Responsible evaluation of safety and fairness, with human judgment in the loop, is central to the program.

    Priority areas are low-resource language benchmarks, culturally contextual evaluation, and AI deployment in emerging economies. Projects may address translation, question answering, summarization, conversational AI, local norms, community feedback, Indigenous knowledge, or scalable testing infrastructure. Related interests include synthetic data and augmentation, cross-lingual transfer evaluation, human-in-the-loop methods, multilingual transparency, and evaluation literacy and capacity building.


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