This AI for Good Global Summit presentation features Tasha Austin-Williams, Ph.D. who emphasized moving #AI conversations from theory to practical, authentic implementation in 3 key areas: 1. Addressing Human Biases with AI: Dr. Austin-Williams urged the audience to use AI to uncover and mitigate their own biases. She shared research on scholarship applications, revealing how word choices influenced decisions. She demonstrated a “bias preventor” tool that helps identify and counteract these biases, promoting equitable outcomes. 2. Responsible AI Usage: Dr. Austin-Williams described Deloitte’s Trustworthy AI Framework, which encompasses several key principles to ensure AI technologies are developed and deployed ethically and effectively, including: - Fairness and Impartiality: Ensuring that AI models and data are representative of the diverse communities they serve. This involves actively identifying and mitigating biases in data collection and algorithm design to avoid exacerbating existing inequalities. - Transparency and Explainability: Prioritizing making AI processes and decisions understandable. This includes developing models that can clearly explain their decision-making processes, allowing stakeholders to trust and comprehend how outcomes are derived. - Responsibility and Accountability: Establishing clear guidelines on accountability for AI systems. Defining roles and responsibilities to address any negative impacts from AI use, ensuring there is a plan for managing and rectifying issues. - Robustness and Reliability: Focusing on the reliability of AI models by continuously testing and updating them to reflect real-world scenarios. This includes stress-testing AI systems to ensure they perform accurately under various conditions and maintaining their effectiveness over time. - Privacy and Security: Committing to protecting the privacy and security of data used in AI systems involves implementing stringent data protection measures and ensuring that data usage aligns with the original consent given by individuals, preventing unauthorized access or misuse. 3. AI for the SDGs:?Dr. Austin-Williams concluded her presentation with specific examples of ways Deloitte is currently using AI for sustainable development progress. - Malaria Control: Deloitte developed an AI virtual assistant for the Global Fund, aiding in data analysis and evidence-based decision-making to combat malaria. - Deforestation Prevention: Collaborating with WWF, Deloitte created a predictive model to detect and prevent illegal deforestation, with successful deployments in Indonesia. - Subsidy Allocation for Farmers: An AI chatbot helps Dutch farmers navigate complex subsidy landscapes, promoting sustainable agriculture. Explore additional #AIforGood Solutions to the #SDGs: https://lnkd.in/edpZjV49
StartingUpGood的动态
最相关的动态
-
At the INSPIRE AGM 2024, I had the opportunity to present on data standardization, highlighting its critical role in enhancing the quality and interoperability of public and population health data in Africa and how to harness open science technologies to walk the talk. The event was filled with insightful discussions, and several presentations stood out. Notably, the urgent need for effective data and AI governance frameworks, democratization of AI highlighted the necessity of making advanced technologies accessible to all. Climate data analytics showcased innovative approaches to understanding environmental impacts on health outcomes. Modelling of various population dynamics provided deep insights into demographic transitions and how they vary across Africa. Developing a standardized longitudinal mental health database to avail research data for mental health conditions. Lastly, the creation of Trusted Research Environments (TREs) for Africa's research ecosystem underscored the need for secure and reliable data-sharing platforms.
-
-
Telecom Consultant | 5G | Mobile Network Security | Blockchain & Fintech Enthusiast | Business Development Aspirant | AI & Emerging Industries Advocate | Lifelong Learner
AI for Africa: Use Cases Delivering Impact. This well-researched document by GSMA, thanks to the diligent work and expertise of its authors Tanvi Deshpande and Eugénie Humeau, demonstrates how AI has the potential to supercharge Africa's economy, with the possibility of adding $2.9 trillion by 2030. It highlights some incredible use cases in key sectors like agriculture, energy, and climate action. From agritech innovations boosting farm productivity in Kenya and Nigeria to smart energy management and biodiversity monitoring, AI is set to transform these industries. The report also provides a clear roadmap to achieve these ambitious goals and emphasizes the need to close the skills gap in AI-related fields. This is a valuable resource for anyone looking to leverage AI for sustainable development. Let's harness AI to unlock Africa's immense potential and create new opportunities for everyone! https://bit.ly/4cQoViN
-
From healthcare, financial inclusion, agriculture and urban development...Africa’s AI revolution: a path to innovation and growth https://zurl.co/BBhX #ai #genai #africa
Africa's AI Revolution: A Path to Innovation and Growth
https://www.cryptopolitan.com
-
The use of #datascience by #environmentalists is essential to fasten the understanding of the planet’s systems and the complexities of human impact on the environment. #Datascience supports environmentalists by… ?? Expanding their information base through advanced data collection methods. Cutting-edge #AI technologies gather data more efficiently, saving the time and effort required for manual processes. ?? Enhancing data analysis capabilities. #AI empowers analysts to work with larger datasets, expanding their insights and improving results when combined with manual efforts. ?? Facilitating collaboration. #Datascience not only increases the number of research among experts, but also prepares the communication of the findings with neatly presented analyses and summaries. It increases the accessibility of research data and fosters cooperation within the environmentalist community, leading to better solutions and inspiring related research. At Arboretica, we believe in providing #datascience solutions powered by the latest #AI advancements to support #environmentalists. Check out our website for examples on our work: www.arboretica.com With any questions, or project proposals, reach out at [email protected]
-
AI & FinTech Enthusiast || @ CampusAI || @ hAI Magazine || Driving Change with @ Women in AI Poland
What if I told you that #AI could be the key to ending global poverty, but might also exacerbate inequality if not carefully managed? This intriguing paradox is just one of many insights I gleaned from the recently published AI for Good Impact Report by International Telecommunication Union and Deloitte. Did you know that AI has the potential to positively impact 100% of the targets for UN #SDG1, while simultaneously risking negative effects on 86% of those same targets? This dual nature of AI - as both a powerful enabler and a potential inhibitor of progress - is a recurring theme throughout the report, and it raises critical questions about how we develop and deploy these technologies. ?? The disparities in AI investment and adoption across regions are striking. While the United States leads with $328.5 billion invested over five years, regions like Africa are making significant strides, with over $2 billion invested across 2,400 AI companies. This highlights both the global nature of AI advancement and the need for more equitable distribution of resources and knowledge. ?? Despite the immense potential, organizations face significant hurdles in adopting AI. The top concerns include regulatory compliance (36%), lack of technical talent (31%), and difficulty managing risks (30%). ???? The report paints a picture of AI not as a job replacer, but as a tool to augment human capabilities. With 71% of executives planning to use AI to enhance their workers' abilities, we're seeing a shift towards a collaborative human-AI workplace. ?? An aspect that particularly resonated with me was the report's emphasis on AI's environmental impact. While AI can drive efficiencies in energy use and environmental monitoring, it also has a significant energy and water footprint. For instance, global AI demand may account for 4.2-6.6 billion cubic meters of water withdrawal by 2027. ?? The report stresses the importance of developing ethical AI frameworks and ensuring interoperability between different governance approaches globally. It's heartening to see the emphasis on human-centric AI development, with initiatives like UNESCO's Recommendation on the Ethics of AI providing crucial guidance. ?? One of the most valuable aspects of the report is its detailed analysis of how AI can impact each of the 17 SDGs. From using AI to optimize water management systems for #SDG6 to leveraging AI for early detection of diseases for #SDG3, the report provides concrete examples of AI's potential positive impacts. The decisions we make today about AI development and deployment will echo through generations. Will we use AI to bridge divides or deepen them? To heal our planet or further strain its resources? To empower the marginalized or entrench existing power structures?
-
Technology analyst, startup advisor, consultant, board member, podcast host, storyteller
From healthcare, financial inclusion, agriculture and urban development...Africa’s AI revolution: a path to innovation and growth https://zurl.co/BBhX #ai #genai #africa
Africa's AI Revolution: A Path to Innovation and Growth
https://www.cryptopolitan.com
-
Innovating for impact at the AI For Good Global Summit 2024 : my three main key takeaways !??? ?? Last week at the annual conference of AI for Good, I had the fantastic opportunity to dive deep into the world where technology meets humanitarian needs. For me, the summit wasn't just another event - it was a catalyst for change! ?? Networking with Visionaries: I connected with leaders from AI and humanitarian sectors, such with Anna Koivuniemi. We shared insights and sparked ideas on using #AI responsibly to combat food insecurity. One standout moment was imagining #AlphaHunger, a state-of-the-art AI solution designed to forecast food insecurity, developed by the combined brilliance of Google DeepMind and the Programme Alimentaire Mondial ?? Building Bridges: The summit was all about action! Creating real connections between innovative research and on-the-ground needs. I attended collaborative workshops with top institutes like CERN, the Luxembourg Institute of Science and Technology (LIST), and Ministère des Affaires étrangères et européennes, Luxembourg. The goal? To develop a robust innovation program backed by government support, ensuring safe and effective use of AI technology. ?? Spotlight on Success: My personal highlight was showcasing the Programme Alimentaire Mondial 's journey with AI. For years, WFP has been pioneering AI and our amazing teams have been building solutions for emergencies, supply chains, weather forecasting, and more. Our collaboration with the German Aerospace Center (DLR) on the FamPred solution was featured, and you can find more about our pioneering projects in the newly released UN AI Activities Report. I will drop the link to the report in the comment ?? Inspired to join the fight against hunger with AI? Drop a comment below or send a message to discuss how we can collaborate on this exciting journey. Together, we can turn the tide on global hunger. Who’s with me? WFP Innovation Accelerator United Nations UN 2.0 | United Nations #DisruptHunger #AIforGood #Innovation
UN AI Actions
https://aiforgood.itu.int
-
Chief of Artificial Intelligence |E.N.I.A. Digital Transformation & Innovation|LA ISO/IEC 42001&9001|C2PA Contributor |CCEM |MCE |CTU |IEEE WGM |eMBA Candidate |PhD Candidate |OpenEthics Ambassador |Gartner CM Ambassador
"AI for social good: Improving lives and protecting the planet" is the latest research from McKinsey & Company and QuantumBlack, AI by McKinsey where the main question is: "How AI can accelerate progress toward reaching all of the SDGs?" ?? Source: https://lnkd.in/dwqWm9Vd ??"In our 2024 report, we take another look at how AI can and has already become a key part of solutions to benefit people and the planet by mapping innovations and impact to the SDGs. The SDGs comprise 17 goals and 169 targets that aim to improve lives around the world and protect the planet. But the 2023 UN update on progress against the SDGs indicated that the world is on track to meet only 15 percent of SDG targets. In real terms, this means that today: ?? 2.2 billion people lack access to safe water and hygiene; ?? 3.5 billion lack access to safely managed sanitation; ?? roughly 3.3 billion live in environments highly vulnerable to climate change; ?? 750 million are facing hunger." The numbers above should really take a moment. ?? Despite the potential, the report acknowledges the #challenges in scaling AI solutions for social good. These challenges include data quality and governance, accessibility of AI talent, and organizational readiness. The report also discusses the risks associated with AI, such as biases, misinformation, and privacy concerns but it does not merely identify problems, it also provides actionable solutions. ?? I want to be focused for a time on the #Actionable #Solutions: ?? #Partnerships to accelerate impact: the importance of forming partnerships between mission-driven organizations (such as NGOs), governments, the private sector, and academic institutions to leverage AI for social good: Khushi Baby and AirQo are two examples; ?? Supporting the development of #DigitalPublicGoods: development and sharing of digital public goods, such as open data sets, AI models, and software, are critical for democratizing AI: GraphCast, even if made by Google is an example; ?? Improving #DataCollection and #Accessibility: Incentives / budget should be provided for organizations to share their data for social good purposes; ?? #Training programs, scholarships, and partnerships with academic institutions should be arranged for #AIEducation and talent development; ?? Taking an #Inclusive, #UserCentric approach: end users should be involved in the development process as they can build trust and ensure that AI applications meet their needs; ?? Creating a "Business Model" for #NonProfits can reduce reliance on grants and aid, enabling sustainable operations and scaling (#Thorn is an example, https://www.thorn.org/); ?? Last but not least the access to the #Technological #Infrastructures and #AITools. ?? The report points out how #funds #disparities for AI initiatives supporting the SDGs present a significant challenge to achieving equitable progress across all goals. #sustainability
-
?? Embracing the Power of AI: Revolutionizing Ethiopia's Future ?? I am thrilled to share the incredible strides Ethiopia is making in harnessing the transformative potential of Artificial Intelligence (AI) to drive innovation, economic growth, and social development across the country. As an AI enthusiast, it brings me immense joy to witness the remarkable advancements taking place right here in Ethiopia! ?? Unlocking New Opportunities: AI has the power to unlock new opportunities across various sectors, and Ethiopia is fully embracing this potential. From agriculture and healthcare to finance and transportation, AI is revolutionizing traditional practices, optimizing processes, and enhancing decision-making capabilities. By adopting AI technologies, Ethiopia is paving the way for unprecedented growth and progress. ?? Transforming Agriculture: Ethiopia's agricultural sector is the backbone of its economy, and AI is playing a crucial role in transforming it. With AI-powered systems, farmers can leverage data-driven insights to make informed decisions about crop selection, irrigation techniques, and pest management. This not only maximizes yields but also minimizes resource wastage, ensuring sustainable agricultural practices for future generations. ?? Revolutionizing Healthcare: AI is revolutionizing healthcare delivery in Ethiopia, especially in remote areas with limited access to medical facilities. Telemedicine and AI-powered diagnosis systems are enabling doctors to remotely assess patients, provide timely interventions, and improve healthcare outcomes. Additionally, AI algorithms are being employed to analyze medical data, leading to more accurate diagnoses and personalized treatment plans. ?? Fostering Innovation and Entrepreneurship: Ethiopia recognizes the importance of nurturing innovation and entrepreneurship in the AI space. The government, academia, and industry are collaborating to create an ecosystem that supports AI startups, research initiatives, and skill development programs. This holistic approach is fostering a culture of innovation, attracting investments, and positioning Ethiopia as a regional hub for AI expertise. ?? Ethical AI and Inclusive Development: As Ethiopia embraces AI, it is committed to ensuring ethical practices and inclusive development. The government is actively involved in formulating policies and regulations to safeguard data privacy, promote transparency, and address potential biases in AI systems. By prioritizing ethics and inclusivity, Ethiopia is building a foundation for responsible AI adoption. ? Join the AI Revolution: Ethiopia's AI revolution is gaining momentum, and it's an exciting time to be part of this transformative journey. Whether you are an AI enthusiast, a researcher, an entrepreneur, or a policymaker, there are abundant opportunities to contribute to Ethiopia's AI ecosystem. Let's collaborate, innovate, and shape the future together! #AI #Ethiopia #Innovation #Technology
