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• Figure 4: Estimated amounts of energy and water consumed to use generative artificial intelligence (AI) for internet searches

  • Uploaded by: U.S. Government Accountability Office
  • License: United States Government Work
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  • 520 views
  • Date uploaded: 2025-05-21
  • Tags: gao, governmentaccountabilityoffice, usgovernmentaccountabilityoffice, usgao, unitedstatesgovernmentaccountabilityoffice, government, congress, watchdog, oversight, governmentwatchdog, ai, artificialintelligence, gao25107172, co₂, carbondioxide, co₂e, carbondioxideequivalent, eo, executiveorder, gpu, graphicsprocessingunit, iec, internationalelectrotechnicalcommission, iso, internationalorganizationforstandardization, naiac, nationalartificialintelligenceadvisorycommittee, nist, nationalinstituteofstandardsandtechnology, nrel, nationalrenewableenergylaboratory, ntia, nationaltelecommunicationsandinformationadministration, omb, officeofmanagementandbudget, ostp, officeofscienceandtechnologypolicy, pue, powerusageeffectiveness, wue, waterusageeffectiveness
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• Figure 1: Generative artificial intelligence (AI) in relation to other types of AI

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  • License: United States Government Work
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  • 512 views
  • Date uploaded: 2025-05-21
  • Tags: gao, governmentaccountabilityoffice, usgovernmentaccountabilityoffice, usgao, unitedstatesgovernmentaccountabilityoffice, government, congress, watchdog, oversight, governmentwatchdog, ai, artificialintelligence, gao25107172, co₂, carbondioxide, co₂e, carbondioxideequivalent, eo, executiveorder, gpu, graphicsprocessingunit, iec, internationalelectrotechnicalcommission, iso, internationalorganizationforstandardization, naiac, nationalartificialintelligenceadvisorycommittee, nist, nationalinstituteofstandardsandtechnology, nrel, nationalrenewableenergylaboratory, ntia, nationaltelecommunicationsandinformationadministration, omb, officeofmanagementandbudget, ostp, officeofscienceandtechnologypolicy, pue, powerusageeffectiveness, wue, waterusageeffectiveness
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• Figure 2: Life cycle of generative artificial intelligence

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  • License: United States Government Work
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  • 485 views
  • Date uploaded: 2025-05-21
  • Tags: gao, governmentaccountabilityoffice, usgovernmentaccountabilityoffice, usgao, unitedstatesgovernmentaccountabilityoffice, government, congress, watchdog, oversight, governmentwatchdog, ai, artificialintelligence, gao25107172, co₂, carbondioxide, co₂e, carbondioxideequivalent, eo, executiveorder, gpu, graphicsprocessingunit, iec, internationalelectrotechnicalcommission, iso, internationalorganizationforstandardization, naiac, nationalartificialintelligenceadvisorycommittee, nist, nationalinstituteofstandardsandtechnology, nrel, nationalrenewableenergylaboratory, ntia, nationaltelecommunicationsandinformationadministration, omb, officeofmanagementandbudget, ostp, officeofscienceandtechnologypolicy, pue, powerusageeffectiveness, wue, waterusageeffectiveness
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• Figure 3: Estimated carbon emissions and energy equivalents for a generative artificial intelligence model requiring 5,000 megawatt-hours of electricity

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  • License: United States Government Work
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  • 482 views
  • Date uploaded: 2025-05-21
  • Tags: gao, governmentaccountabilityoffice, usgovernmentaccountabilityoffice, usgao, unitedstatesgovernmentaccountabilityoffice, government, congress, watchdog, oversight, governmentwatchdog, ai, artificialintelligence, gao25107172, co₂, carbondioxide, co₂e, carbondioxideequivalent, eo, executiveorder, gpu, graphicsprocessingunit, iec, internationalelectrotechnicalcommission, iso, internationalorganizationforstandardization, naiac, nationalartificialintelligenceadvisorycommittee, nist, nationalinstituteofstandardsandtechnology, nrel, nationalrenewableenergylaboratory, ntia, nationaltelecommunicationsandinformationadministration, omb, officeofmanagementandbudget, ostp, officeofscienceandtechnologypolicy, pue, powerusageeffectiveness, wue, waterusageeffectiveness
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• Figure 5: Selected generative artificial intelligence risks and challenges that could result in human effects

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  • License: United States Government Work
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  • 463 views
  • Date uploaded: 2025-05-21
  • Tags: gao, governmentaccountabilityoffice, usgovernmentaccountabilityoffice, usgao, unitedstatesgovernmentaccountabilityoffice, government, congress, watchdog, oversight, governmentwatchdog, ai, artificialintelligence, gao25107172, co₂, carbondioxide, co₂e, carbondioxideequivalent, eo, executiveorder, gpu, graphicsprocessingunit, iec, internationalelectrotechnicalcommission, iso, internationalorganizationforstandardization, naiac, nationalartificialintelligenceadvisorycommittee, nist, nationalinstituteofstandardsandtechnology, nrel, nationalrenewableenergylaboratory, ntia, nationaltelecommunicationsandinformationadministration, omb, officeofmanagementandbudget, ostp, officeofscienceandtechnologypolicy, pue, powerusageeffectiveness, wue, waterusageeffectiveness
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• Figure 1: Simplified Overview of the Small Business Administration's (SBA) Contracting Assistance Program Certification Process

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  • License: United States Government Work
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  • 441 views
  • Date uploaded: 2024-12-02
  • Tags: gao, governmentaccountabilityoffice, usgovernmentaccountabilityoffice, usgao, unitedstatesgovernmentaccountabilityoffice, government, congress, watchdog, oversight, governmentwatchdog, itmodernization, gao25106963, btic, businesstechnologyinvestmentcouncil, cmmi, capabilitymaturitymodelintegration, hubzone, historicallyunderutilizedbusinesszone, nist, nationalinstituteofstandardsandtechnology, cio, chiefinformationofficer, oig, officeofinspectorgeneral, sba, smallbusinessadministration, ucp, unifiedcertificationplatform, vetcert, veteransmallbusinesscertificationprogram, wosb, womenownedsmallbusiness, wbs, workbreakdownstructure
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• Figure 1: Examples of Federal Uses of Spectrum

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  • License: United States Government Work
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  • 431 views
  • Date uploaded: 2025-06-27
  • Tags: gao, governmentaccountabilityoffice, usgovernmentaccountabilityoffice, usgao, unitedstatesgovernmentaccountabilityoffice, government, congress, watchdog, oversight, governmentwatchdog, spectrumitmodernization, gao25107509, conops, conceptofoperations, dcfs, datacaptureandforwardingsystem, dod, departmentofdefense, elcid, equipmentlocationcertificationinformationdatabaseonline, fas, frequencyassignmentsubcommittee, fcc, federalcommunicationscommission, fedramp, federalriskandauthorizationmanagementprogram, fmrs, frequencymanagementandreportingsystem, fy, fiscalyear, fy21ndaa, williammmacthornberrynationaldefenseauthorizationactforfiscalyear2021, gmf, governmentmasterfile, icam, identitycredentialandaccessmanagement, irac, interdepartmentradioadvisorycommittee, iracnet, interdepartmentradioadvisorycommitteenetwork, it, informationtechnology, nist, nationalinstituteofstandardsandtechnology, ntia, nationaltelecommunicationsandinformationadministration, omb, officeofmanagementandbudget, rmf, riskmanagementframework, snss, spectrumnationalsecuritysystems, ssp, systemsecurityplan, sxxi, spectrumxxi, xml, extensiblemarkuplanguage
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• Figure 3: National Telecommunications and Information Administration (NTIA) Spectrum IT Modernization Anticipated Improvements

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  • License: United States Government Work
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  • 429 views
  • Date uploaded: 2025-06-27
  • Tags: gao, governmentaccountabilityoffice, usgovernmentaccountabilityoffice, usgao, unitedstatesgovernmentaccountabilityoffice, government, congress, watchdog, oversight, governmentwatchdog, spectrumitmodernization, gao25107509, conops, conceptofoperations, dcfs, datacaptureandforwardingsystem, dod, departmentofdefense, elcid, equipmentlocationcertificationinformationdatabaseonline, fas, frequencyassignmentsubcommittee, fcc, federalcommunicationscommission, fedramp, federalriskandauthorizationmanagementprogram, fmrs, frequencymanagementandreportingsystem, fy, fiscalyear, fy21ndaa, williammmacthornberrynationaldefenseauthorizationactforfiscalyear2021, gmf, governmentmasterfile, icam, identitycredentialandaccessmanagement, irac, interdepartmentradioadvisorycommittee, iracnet, interdepartmentradioadvisorycommitteenetwork, it, informationtechnology, nist, nationalinstituteofstandardsandtechnology, ntia, nationaltelecommunicationsandinformationadministration, omb, officeofmanagementandbudget, rmf, riskmanagementframework, snss, spectrumnationalsecuritysystems, ssp, systemsecurityplan, sxxi, spectrumxxi, xml, extensiblemarkuplanguage
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• Extent to Which Selected Departments Implemented the 15 Applicable Practices for Workforce Planning

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  • License: United States Government Work
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  • 410 views
  • Date uploaded: 2025-02-18
  • Tags: gao, governmentaccountabilityoffice, usgovernmentaccountabilityoffice, usgao, unitedstatesgovernmentaccountabilityoffice, government, congress, watchdog, oversight, governmentwatchdog, cybersecurityworkforce, gao25106795, cio, chiefinformationofficer, dhs, departmentofhomelandsecurity, fisma, federalinformationsecuritymodernizationactof2014, hhs, departmentofhealthandhumansciences, mco, missioncriticaloccupation, nist, nationalinstituteofstandardsandtechnology, omb, officeofmanagementandbudget, opm, officeofpersonnelmanagement, va, departmentofveteransaffairs
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• Figure 5: Assessment of National Telecommunications and Information Administration (NTIA) Spectrum IT System Security Plan Elements

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  • 401 views
  • Date uploaded: 2025-06-27
  • Tags: gao, governmentaccountabilityoffice, usgovernmentaccountabilityoffice, usgao, unitedstatesgovernmentaccountabilityoffice, government, congress, watchdog, oversight, governmentwatchdog, spectrumitmodernization, gao25107509, conops, conceptofoperations, dcfs, datacaptureandforwardingsystem, dod, departmentofdefense, elcid, equipmentlocationcertificationinformationdatabaseonline, fas, frequencyassignmentsubcommittee, fcc, federalcommunicationscommission, fedramp, federalriskandauthorizationmanagementprogram, fmrs, frequencymanagementandreportingsystem, fy, fiscalyear, fy21ndaa, williammmacthornberrynationaldefenseauthorizationactforfiscalyear2021, gmf, governmentmasterfile, icam, identitycredentialandaccessmanagement, irac, interdepartmentradioadvisorycommittee, iracnet, interdepartmentradioadvisorycommitteenetwork, it, informationtechnology, nist, nationalinstituteofstandardsandtechnology, ntia, nationaltelecommunicationsandinformationadministration, omb, officeofmanagementandbudget, rmf, riskmanagementframework, snss, spectrumnationalsecuritysystems, ssp, systemsecurityplan, sxxi, spectrumxxi, xml, extensiblemarkuplanguage
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• Agencies' Login.gov and Commercial Solution Spending for Fiscal Years 2020 to 2023

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  • 297 views
  • Date uploaded: 2025-07-08
  • Tags: gao, governmentaccountabilityoffice, usgovernmentaccountabilityoffice, usgao, unitedstatesgovernmentaccountabilityoffice, government, congress, watchdog, oversight, governmentwatchdog, identityverification, gao25107000, aal, authenticatorassurancelevel, cfoact, chieffinancialofficersactof1990, fedramp, federalriskandauthorizationmanagementprogram, fisma, federalinformationsecuritymodernizationactof2014, gsa, generalservicesadministration, ial, identityassurancelevel, it, informationtechnology, nist, nationalinstituteofstandardsandtechnology, omb, officeofmanagementandbudget, pii, personallyidentifiableinformation
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• Change in Manufacturing USA Institute Funding Sources, by Sponsoring Federal Agency, Fiscal Years (FY) 2019 and 2023

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  • 295 views
  • Date uploaded: 2025-07-08
  • Tags: gao, governmentaccountabilityoffice, usgovernmentaccountabilityoffice, usgao, unitedstatesgovernmentaccountabilityoffice, government, congress, watchdog, oversight, governmentwatchdog, advancedmanufacturing, gao25107369, affoa, advancedfunctionalfabricsofamericainstitute, ai, artificialintelligence, aimphotonics, americaninstituteformanufacturingintegratedphotonics, americamakes, thenationaladditivemanufacturinginnovationinstitute, ammto, amnpo, biofabusa, biomad, bioindustrialmanufacturinganddesignecosystem, cesmii, cleanenergysmartmanufacturinginnovationinstitute, chips, creatinghelpfulincentivestoproducesemiconductors, cymanii, cybersecuritymanufacturinginnovationinstitute, dod, departmentofdefense, doe, departmentofenergy, epixc, electrifiedprocessesforindustrywithoutcarbon, iacmi, instituteforadvancedcompositesmanufacturinginnovation, iedo, industrialefficiencyanddecarbonizationoffice, jdmc, jointdefensemanagementcouncil, lift, lightweightinnovationsfortomorrow, mantech, manufacturingtechnologyprogram, mep, hollingsmanufacturingextensionpartnership, mxd, manufacturingtimesdigital, nextflex, niimbl, nationalinstituteforinnovationinmanufacturingbiopharmaceuticals, nist, nationalinstituteofstandardsandtechnology, poweramerica, nextgenerationpowerelectronicsmanufacturinginnovationinstitute, ramiact, revitalizationamericanmanufacturingandinnovationactof2014asamended, rapid, rapidadvancementinprocessintensificationdeploymentinstitute, remade, reducingembodiedenergyanddecreasingemissions
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• Figure 1: State and Territory Cybersecurity Projects' Alignment with the Core Functions of the National Institute of Standards and Technology's Cybersecurity Framework

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  • 158 views
  • Date uploaded: 2025-05-30
  • Tags: gao, governmentaccountabilityoffice, usgovernmentaccountabilityoffice, usgao, unitedstatesgovernmentaccountabilityoffice, government, congress, watchdog, oversight, governmentwatchdog, gao25107313, cisa, cybersecurityandinfrastructuresecurityagency, dhs, departmentofhomelandsecurity, fema, federalemergencymanagementagency, fy, fiscalyear, nist, nationalinstituteofstandardsandtechnology, nofo, noticeoffundingopportunity, saa, stateadministrativeagency, sltt, statelocaltribalandterritorial
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• Examples of Activities for Which Financial Institutions Use Artificial Intelligence

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  • 157 views
  • Date uploaded: 2025-06-18
  • Tags: gao, governmentaccountabilityoffice, usgovernmentaccountabilityoffice, usgao, unitedstatesgovernmentaccountabilityoffice, government, congress, watchdog, oversight, governmentwatchdog, ai, artificialintelligence, gao25107197, cfpb, consumerfinancialprotectionbureau, cftc, commodityfuturestradingcommission, fdic, federaldepositinsurancecorporation, boardofgovernorsofthefederalreservesystem, finra, financialindustryregulatoryauthority, fsoc, financialstabilityoversightcouncil, ncua, nationalcreditunionadministration, nist, nationalinstituteofstandardsandtechnology, occ, officeofthecomptrollerofthecurrency, omb, officeofmanagementandbudget, sec, securitiesandexchangecommission
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