数据可用性、偏见和数字公共产品.pdf

1、Data Availability,Biases and Digital Public GoodsLea Gimpel,Director of Policy&AI LeadUNFCCC TEC AI for Climate Action ForumDigital Public Goods AAbout the DPGAThe Digital Public Goods Alliance(DPGA)is a UN-endorsed,multi-stakeholder initiative that brings together countries and organisations from a

2、ll over the world,with the mission to facilitate the discovery,development,use of,and investment in digital public goods in order to accelerate attainment of the Sustainable Development Goals.About the DPGADigital Public Goods A“Roadmap for Digital CooperationStrategic Objectives and TargetsWe must

3、undertake a concerted global effort to encourage and invest in the creation of digital public goods:open source software,open data,open AI models,open standards and open content.These digital public goods should adhere to privacy and other applicable laws and best practices,do no harm,and help attai

4、n the SDGs.United Nations Secretary-General Antnio GuterresDigital Public Goods ADPG StandardDPG StandardRelevance to Sustainable Development GoalsUse of Approved Open LicensesClear OwnershipPlatform IndependenceDocumentationMechanism for Extracting DataAdherence to Privacy and Applicable LawsAdhere

5、nce to Standards&Best PracticesDo No Harm010203040506070809Advance the SDGsOpen SourceDo No HarmDigital Public Goods AChallenges in Using AI for Climate ActionTo unlock the potential of AI for climate action we must ensure equitable access to reliable&trusted AI solutions.Equity in access requires p

6、hysical(AI)infrastructure such as electricity and compute for the development and deployment of AI models,access to AI models and the capacity and skills to develop and use localized solutionsReliability and trust in AI solutions require access to accurate and timely training data,relevant benchmark