What Technology Funding Covers (and Excludes)
GrantID: 15628
Grant Funding Amount Low: $1,000
Deadline: October 4, 2022
Grant Amount High: $50,000
Summary
Explore related grant categories to find additional funding opportunities aligned with this program:
Business & Commerce grants, Research & Evaluation grants, Science, Technology Research & Development grants, Technology grants, Transportation grants.
Grant Overview
Measuring Success in Business & Commerce AI Transparency Grants ## Measuring Success in Business & Commerce AI Transparency Grants is crucial to understanding the impact of auditing tools on employment, health, finances, and legal status. The Banking Institution's Grants For Artificial Intelligence Transparency program requires recipients to track specific outcomes and Key Performance Indicators (KPIs) to ensure the effective development and deployment of AI auditing tools in the Business & Commerce sector. To measure success, grantees must focus on outcomes related to the accuracy, fairness, and transparency of AI-driven decision-making processes. Required outcomes may include reducing bias in AI recommendations, improving the explainability of AI-driven decisions, and enhancing the overall reliability of AI systems used in Business & Commerce. KPIs might include metrics such as the number of AI tools audited, the percentage of biased AI recommendations detected and corrected, and the average time-to-resolution for disputes arising from AI-driven decisions. Reporting requirements will likely involve regular submissions of data and analysis to the funder, with a focus on demonstrating progress toward these outcomes and KPIs. In Kansas, Montana, and North Dakota, where this grant program is particularly relevant, businesses and organizations must be prepared to invest in data collection and analysis infrastructure to support these measurement efforts. Small businesses, in particular, may need to seek additional resources or partnerships to develop the necessary capacity for robust measurement and reporting. When applying for grant funding, businesses should carefully consider their ability to meet these measurement requirements and demonstrate a clear understanding of how they will track and report on their progress. In terms of specific regulations, the Equal Credit Opportunity Act (ECOA) is one concrete regulation that applies to this sector, as it prohibits creditors from discriminating against applicants based on certain characteristics, and AI auditing tools must be designed to comply with this and similar regulations. One verifiable delivery challenge unique to this sector is the need to balance the complexity of AI auditing with the need for transparency and explainability in decision-making processes. This can be particularly difficult in cases where AI models are highly proprietary or complex. Q: What types of AI tools are eligible for auditing under this grant program? A: The grant program is focused on AI tools used to make recommendations that may impact people's employment, health, finances, and legal status, which could include tools used in hiring, credit scoring, or insurance underwriting. Q: How will the Banking Institution monitor grantees' compliance with reporting requirements? A: The Banking Institution will likely require regular submissions of data and analysis from grantees, which will be used to monitor progress toward required outcomes and KPIs. Q: Can small businesses without extensive data analysis capabilities still apply for grant funding? A: Yes, small businesses can still apply, but they should be prepared to invest in data collection and analysis infrastructure or seek partnerships with organizations that can provide the necessary expertise to support measurement and reporting efforts. The grant funding can be used to support these capacity-building efforts, with awards ranging from $1,000 to $50,000. Businesses seeking grant money for small business AI transparency initiatives should be prepared to demonstrate a clear understanding of their measurement capabilities and a plan for meeting the program's reporting requirements. By securing grant funding, small businesses can access the resources they need to develop and deploy effective AI auditing tools, ultimately contributing to a more transparent and equitable Business & Commerce sector.
Eligible Regions
Interests
Eligible Requirements
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