Maximizing Access to Research Careers (MARC) U-STAR Awards

AI integration in CCSI work practice: catalysing innovation and competitiveness is sponsored by European Commission — Horizon Europe. Expected Outcome: Projects should contribute to all of the following expected outcomes: Insights, recommendations, strategies, guidelines, methods and tools supporting full AI integration in CCSI practices become available to CCSI, policymakers, and stakeholders. Scenarios for co-created solutions tailored to CCSI needs, utilizing quality data and federated data sources, along with digital infrastructures, and inclusive cooperation processes, become available. Generally made available AI-powered and ethically designed solutions, tools and services in several CCSI areas benefit creators, cultural professionals, and society, including persons with disabilities and other specific needs, fostering innovative creative expressions and improving creative business models while preserving and enhancing cultural diversity, and inclusion. By mastering ethical and inclusive AI, CCSI are empowered drivers of culture, innovation, competitiveness and societal wellbeing. Scope: AI technologies are transformative, providing unprecedented opportunities for human creativity, experimentations and co-creations. AI profoundly impacts cultural and creative sectors and industries, changing practices, facilitating new ways of working and making innovative services and products possible. Artists, industry players, and cultural organisations increasingly use AI, for assistance in content creation, production, and management, to predict trends, personalise market content, engage audiences, enhance cultural heritage preservation and accessibility, and many more purposes. Cultural and creative sectors and industries (CCSI) [1] need to fully harness AI's potential to maintain relevance, expand their impact and value, increase competitiveness, and keep their vibrant, inclusive nature. Embracing and co-creating ethical AI solutions tailored to CCSI needs will, among other benefits, enable the automation of low-creativity tasks, allowing to increase focus on high-value activities that enhance creativity and productivity, thus unlocking unprecedented possibilities. Production times and costs can be reduced, market reach expanded, preservation, interpretation and inclusive access to cultural heritage enhanced, and new job categories could emerge. Although several initiatives are on the ground, a comprehensive understanding of enabling frameworks and factors and of what is still lacking in terms of data, standards, infrastructures, computing power, tools, knowledge and capacity for the CCSI to fully embrace the opportunities opened by AI is essential for effectively integrating AI technologies into CCSI practices and workflows. Proposals should assess the current level of AI readiness in the CCSI, investigate the specific barriers to AI adoption in the sectors, and highlight areas where AI can offer the most benefits. In continuous engagement with the sectors, based on the analysis of current practices and through concrete use cases, proposals should produce strategic guidance to extensively and seamlessly integrate AI into CCSI operations, enhancing efficiencies, averting risks, and facilitating cross-sector collaboration. Based on this analysis, they should develop a set of tailored tools designed to address the specific gaps and leverage the opportunities uncovered during the assessment. These tools should be strategically aligned with the sector's needs, ensuring they provide targeted solutions to enhance AI adoption and maximize its potential benefits. They should be scalable, affordable for smaller, less-resourced CCSI actors and accompanied by related documentation and training materials and documentation. Proposals should address one of the following two options, and are allowed to address both: Develop scalable pilots for innovative AI-enabled products and services across diverse segments of sectoral value chains, in cooperation with CCSI. These pilots are expected to address identified gaps in CCSI operations and prioritise solutions that catalyse innov Programme areas: Horizon Europe (HORIZON), Global Challenges and European Industrial Competitiveness, Culture, creativity and inclusive society, Cultural Heritage Keywords: Artificial intelligence, intelligent systems, multi agent systems, Business models, Capacity building, Creativity management, Cultural heritage, cultural memory, Data and image processing, Digitalisation/ICT and cultural heritage, Entrepreneurship, Experimentally-driven research and innovation, High performance computing, Intangible cultural heritage, Knowledge transfer, Machine learning, statistical data processing and applications using signal processing (e.g. speech, image, video), Open innovation, Public administration, Social innovation, Tangible cultural heritage, Trustworthy ICT, Visual arts, performing arts, design, AI adoption, AI integration, CCSI, accessibility, audience engagement, automation, business models, capacity building, co-creation, content creation, creative industries, creative innovation, creators’ rights, cross-sector collaboration, cultural and creative sectors, cultural diversity, cultural inclusion., data-driven creativity, digital infrastructures, digital transformation, emerging jobs, ethical AI, federated data, heritage preservation, inclusive AI, innovation ecosystem, knowledge transfer, market reach, multilingual access, personalization, sustainable creative economy, sustainable models, underserved audiences, upskilling

The CADI, funded through an interagency agreement between the U.S. Department of Agriculture's Foreign Agricultural Service (USDA/FAS) and the State Department's Bureau of European and Eurasian Affairs, supports a portfolio of projects in Eastern Europe (non-E.U.), the South Caucasus, and Central Asia. These projects are designed to make American agriculture safer, stronger, and more prosperous. Specifically, the portfolio seeks to prevent and remove trade barriers for U.S. agricultural exports and support U.S. exporters and trading partners. Collectively, the portfolio is working to:• Add over $622 million to the U.S. economy by removing trade barriers.• Contribute an additional $312 million to the U.S. economy through direct support to American exporters and trading partners.• Avoid over $50 billion in potential economic harm to the U.S. economy by preventing lost market access due to the spread of livestock contagions to the United States and new trade barriers.The awardee will conduct original basic and applied research that will focus on advancing a trade agenda that benefits America’s ranchers, farmers, and producers.Through this applied research, the awardee will:• Provide throughout the period of performance actionable recommendations to help achieve the CADI portfolio’s targets.• Track the portfolio’s attributable accomplishments toward these trade outcomes, including the development of U.S. county-level impact estimates.DELIVERABLES1. Final report on the recipient’s research to quantify the CADI portfolio’s direct economic impact on American farmers;2. Annual economic impact report that quantifies the CADI portfolio’s direct economic impact on American farmers. This report will specifically analyze the CADI’s portfolio of projects’ progress toward achieving the following targets:a. Armenia:i. Add $92,851,795 to the U.S. economy by increasing the sale of 200,000 MT U.S. wheat (40k MT sold once per year, for 5 years) through technical assistance to trading partners.ii. Add $2,197,937 to the U.S. economy by increasing U.S. exports to Armenia by 5% using short-term training and technical assistance to remove food safety-related technical barriers to trade.b. Georgia:i. Add $92,851,795 to the U.S. economy by facilitating the sale of 200,000 MT U.S. wheat (40k MT sold once per year, for 5 years) through technical assistance to trading partners.ii. Add $15,443,458 to the U.S. economy by increasing the U.S. market share of the Georgian poultry market by 1.1% over 5 years through short-term agricultural trade promotion and technical assistance.iii. Add $892,190 to the U.S. economy by facilitating $433,102 in the export of U.S. aquaculture inputs short-term agricultural trade promotion and technical assistance.c. Kazakhstan:i. Contribute $28,000,000 to the U.S. economy by supporting 1,000,000 bushels of expanded market opportunity for U.S. wheat, per year for 5 years, through improved agricultural production data.d. Ukraine:i. Maintain $439,441,866 in U.S. economic activity by ensuring $224,994,460 in U.S. agricultural exports to Ukraine continue over 5 years by preventing new barriers to U.S. agricultural exports.ii. Protect $50,000,000 in damage to the U.S. economy by maintaining U.S. pork’s global market access by preventing the spread of African Swine Fever to the United States.iii. Catalyze $1,030,000 in U.S. economic activity by unlocking the Ukrainian livestock genetics market and facilitating $500,000 in U.S. livestock genetics exports through short-term agricultural trade promotion and technical assistance.iv. Add $31,135,852 to the U.S. economy by unlocking the Ukrainian purebred cattle market, and supporting U.S. exporters in achieving 50% market share for 5 years.v. Contribute $14,255,778 to the U.S. economy by supporting 250,000 bushels of expanded market opportunity for U.S. wheat, per year for 5 years, through improved agricultural production data.vi. Contribute $16,731,044 to the U.S. economy by supporting 250,000 bushels of expanded market opportunity for U.S. oilseeds, per year for 5 years, through improved agricultural production data.e. Uzbekistan:i. Add $9,177,352 to the U.S. economy by increasing U.S. market share of soybean exports by 5%, and sustain this market share for 5 years through short-term agricultural trade promotion and technical assistance.ii. Add $4,735,105 to the U.S. economy by increasing U.S. market share of distilled spirits exports by 6.2%, and sustaining that market share for 5 years through short-term agricultural trade promotion and technical assistance.3. A quarterly presentation to the USDA/FAS CADI management team on the CADI portfolio’s progress toward achieving America First trade targets, providing strategic recommendations to maximize outcomes for the benefit of American agriculture; and,4. Annually, provide at least one success story per country where CADI operates. Each story must include a detailed analysis of USDA/FAS accomplishments in one of the following areas:a. Preventing or removing trade barriersb. Assisting U.S. exporters and trading partnersAll work under this research program is unclassified. The awardee shall ensure that all information is safeguarded against unauthorized access. Any personnel performing work under this agreement who will have access to non-public information will require Public Trust (Moderate Risk) background investigations (also known as T2 background investigation) that will be issued by USDA prior to beginning work.The projected Period of Performance is from November 1, 2026 - September 31, 2028, with the possibility of an extension as described in Section 9.1.The work will require Temporary Duty Travel (TDY) to foreign and domestic locations that remain to be determined. A total of 4 one-week international TDYs to Eastern Europe (non-E.U.), the South Caucasus and Central Asia should be included in the budget, as well as four one-week domestic trips to locations to be determined. Funding Opportunity Number: USDA-FAS-10960-0700-109-26-0003. Assistance Listing: 10.960. Funding Instrument: G. Category: AG. Award Amount: Up to $333K per award.

The overarching goal of this notice of funding opportunity (NOFO) and its companion opportunities is to establish the Precision Medicine with AI: Integrating Imaging with Multimodal Data (PRIMED-AI) Program to support development of innovative, reliable, cost-effective, and sustainable multimodal AI-based clinical decision support (CDS) tools. PRIMED-AI CDS tools are based on the integration of clinical imaging with other types of multimodal health data to enhance care for patients with a wide range of health conditions. The PRIMED-AI Program seeks to catalyze the adoption of AI-based CDS tools into clinical workflows to enable novel personalized medicine strategies that address significant health challenges.The purpose of this NOFO is to create a Logistics Center for the PRIMED-AI Program to facilitate and coordinate PRIMED-AI activities to maximize impact for the PRIMED-AI community. Within the Logistics Center, three integrated Cores will serve the functions of Administration, Evaluation, and Outreach for the PRIMED-AI Consortium. It is expected that the Logistics Center will work closely with other PRIMED-AI consortium members to collect, curate and disseminate information regarding tools developed by the PRIMED-AI award recipients, and will facilitate widespread access and awareness across the relevant scientific, patient, and clinical communities. Funding Opportunity Number: RFA-RM-27-015. Assistance Listing: 93.310. Funding Instrument: CA. Category: HL. Award Amount: Up to $575K per award.