Precision Agriculture: Benefits and Challenges for Technology Adoption and Use
Precision agriculture involves collecting, analyzing, and taking actions based on data.
Precision agriculture involves collecting, analyzing, and taking actions based on data.
The Government Accountability Office (GAO) is exploring internal use of artificial intelligence (AI) to make its work for Congress and taxpayers more efficient, in-depth, and effective. By developing these tools, GAO is also gaining insight into the benefits and risks of AI, which will help GAO evaluate other agencies' use and better provide technical assistance to Congress. As of January 2024, GAO is exploring the following eight AI use cases:
While there are varying definitions of AI, they generally refer to computing systems that “learn” how to improve their performance. AI has the potential to rapidly change the world and holds substantial promise for improving government operations. However, AI poses risks that can negatively impact individuals, groups, organizations, communities, and society.
The Government Accountability Office (GAO) conducted case studies in three states and interviewed middle-mile operators, last-mile providers, and state officials. GAO also interviewed federal agency officials, academics, and industry participants. GAO assessed the National Telecommunications and Information Administration's NTIA middle mile program documentation against recommended practices related to grants management, duplication, and performance management.
The Federal Communications Commission is required by statute to assess the deployment of broadband across the US. Although not explicitly required to do so, FCC uses its discretion to set a minimum fixed broadband speed that it uses as a benchmark.
Federal systems are vulnerable to cyberattacks. The GAO has made 236 recommendations in public reports since 2010 with respect to protecting cyber critical infrastructure. Until these are fully implemented, federal agencies will be more limited in their ability to protect private and sensitive data entrusted to them. In September 2022, GAO's review of 24 agencies found that most had generally established policies and procedures for key privacy program activities.
Access to broadband—high-speed internet—has become critical for everyday life. But its cost may keep some people from having access to it. The Federal Communications Commission's Affordable Connectivity Program (ACP) offers eligible low-income households discounts on the cost of their broadband service and certain devices. FCC reimburses participating internet service providers for providing these discounts. To make it more affordable for low-income Americans, the FCC's Affordable Connectivity Program offers monthly discounts on broadband service to eligible households.
The Consolidated Appropriations Act, 2021, established two new broadband grant programs—the Tribal Broadband Connectivity Program (TBCP) and Broadband Infrastructure Program (BIP), administered by the National Telecommunications and Information Administration (NTIA) within the Department of Commerce. NTIA’s process generally aligned with recommended practices. However, NTIA’s current performance goals and measures will not tell the whole story of whether these programs succeed.
Recent legislation included big increases in federal funding for the deployment of broadband, which is increasingly critical to daily life, but unavailable in some areas. Our analysis found that thousands more skilled workers will be needed to deploy broadband and 5G funded by recent federal programs. If this work is spread over 10 years, the funding would support about 23,000 additional workers at its peak. A shorter timespan could require even more of them. We found mixed evidence on whether there's a shortage of these workers.
The Department of Veterans Affairs (VA) received approximately $36.70 billion in supplemental funding outside of its annual appropriation from three COVID-19 relief laws between 2020 and 2021: the CARES Act; the Families First Coronavirus Response Act (FFCRA); and the American Rescue Plan Act of 2021 (ARPA). As of August 23, 2022, VA had obligated approximately 99 percent of its funds from the CARES Act and FFCRA and 56.9 percent of funds from ARPA.
Since 2019, the US Department of Agriculture's (USDA) ReConnect program has awarded millions of dollars in grants and loans to broadband providers for expanding service in rural areas. The Government Accountability Office (GAO) makes three recommendations to USDA on how to improve the ReConnect Program:
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