Page 117 - AI for Good-Innovate for Impact Final Report 2024

AI for Good-Innovate for Impact

of creating decent work opportunities and fostering productivity. By employing artificial
intelligence technologies to enhance the digital operations of small and medium-sized
enterprises (SMEs), this initiative directly contributes to Goal 8. It enables SMEs to improve
their operational efficiency, expand their market reach, and generate more sustainable revenue 25-Ant Group
streams, thereby promoting economic growth and creating more jobs, particularly in the digital
sector.

Furthermore, Goal 10 aims to reduce inequality within and among countries by fostering
social, economic, and political inclusion for all individuals. Through the adoption of intelligent
and digital technologies, this case study addresses the digital divide that often marginalizes
traditional SMEs. By providing these businesses with the tools and resources to compete in the
digital economy, it helps reduce economic disparities and promote equal opportunities for all
stakeholders. This inclusive approach aligns with Goal 10's objectives of reducing inequality
and ensuring that economic growth benefits everyone, regardless of their background or status.

UN Goals:
• SDG 8: Decent Work and Economic Growth
• SDG 10: Reduced Inequalities

25�2�2 Future work:

Firstly, the awarded resources will be allocated to support the ongoing development, platform
construction, and promotion of the APE artificial intelligence model. These resources will be
utilized to enhance the quality of training data, refine the model through continuous fine-tuning,
and bolster the technical capabilities of the large models and knowledge graphs used for
personalized recommendations. This will result in improved precision and broader coverage of
personalized recommendations for small and medium-sized enterprises (SMEs) across various
industries through mini programs.

Secondly, the resources will be directed towards strengthening collaboration with the
International Telecommunication Union (ITU) and contributing to the formulation of relevant
ITU standards. By sharing the practical experiences and expertise gained from APE, efforts will
be made to disseminate this knowledge to more countries and industries in need. This will
enhance the accessibility and productivity of technology, thereby contributing to economic
development. Utilizing APE-related standards as tools, further exploration will be conducted
into viable pathways for the governance of AI technology and its application in various service
domains. This initiative aims to ensure that inclusive artificial intelligence technology is not only
safer and more reliable but also better supports the goals of technological inclusivity, equality
among organizations of different scales, fairness, and economic development.

25�3� Use case requirements

• REQ-01: It is crucial to establish standardized data transmission protocols with mini-
program merchants, aiding them in more effectively unlocking the potential value of their
data.
• REQ-02: It is crucial that data sequences derived from users' historical interactions within
the platform are leveraged for the pretraining of models. This strategy is key to effectively
mitigating the cold start issue prevalent in recommendation systems.
• REQ-03: It is crucial that a fusion solution based on the privacy-secure co-creation zone is
deployed, enabling the legal and compliant acquisition and use of data from the platform

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