How can AI be used to address global challenges, such as climate change or cybersecurity?
Dear Mohammad Mamun,
the idea of Digital Twins (DTs) is very suitable for using AI to tackle global challenges such as climate change or cybersecurity.
For general information about DTs see:
https://www.researchgate.net/publication/366167747_Digital_Twins_in_IoT
As an appendix i have added a small list of information sources.
Best regards
Anatol Badach
Climate Protection
https://stories.ecmwf.int/destination-earth/index.html
Peter Bauer: Digital Twins in DestinE; 3rd DestinE User Engagement Workshop, Feb 2021
https://digital-strategy.ec.europa.eu/en/library/destination-earth-initiative-3rd-user-engagement-workshop-summary-report
Stefano Nativi, Paolo Mazzetti, Max Craglia: „Digital Ecosystems for Developing Digital Twins of the Earth: The Destination Earth Case“; Remote Sensing, Vol. 13, Issue 11, May 2021, DOI: 10.3390/rs13112119
Cybersecurity
Philip Empl, Günther Pernul: Digital-Twin-Based Security Analytics for the Internet of Things; Information, Vol.14, Issue 2, Feb 2023; DOI:10.3390/info14020095
https://www.mdpi.com/2078-2489/14/2/95
https://www.woodplc.com/insights/articles/digital-twins-for-cybersecurity
https://www.csoonline.com/article/574179/the-cybersecurity-challenges-and-opportunities-of-digital-twins.html
https://link.springer.com/chapter/10.1007/978-3-030-93479-8_4
https://www.researchgate.net/publication/337139416_Digital_Twins_for_Cyber-Physical_Systems_Security_State_of_the_Art_and_Outlook
Dear Mohammad Mamun.
We can use EDGE computing to solve real world problems by using AI at edge level, according to my analysis AI application deals with huge amount of data, Edge computing is future generation technology which process that huge data at edge level without intervention of cloud, so with this we can find solutions through this domain too.
I saw this article:
'How AI is improving climate forecasts'
https://www.nature.com/articles/d41586-024-00780-8?utm_source=Live+Audience&utm_campaign=45bbc57f69-briefing-dy-20240326&utm_medium=email&utm_term=0_b27a691814-45bbc57f69-52000924
AI (Artificial Intelligence) can play a significant role in addressing global challenges such as climate change and cybersecurity by providing innovative solutions and insights. Here are some ways AI can be utilized in these areas:
In both climate change and cybersecurity, AI technologies such as machine learning, natural language processing, and predictive analytics can provide valuable insights, automate processes, and enhance decision-making capabilities. It is essential to ensure that AI applications in these areas prioritize ethical considerations, data privacy, and transparency to build trust and maximize their impact.
Collaboration among governments, organizations, researchers, and AI developers is crucial to leverage AI effectively in addressing global challenges. By harnessing the power of AI, we can develop innovative solutions to combat climate change, enhance cybersecurity measures, and create a more sustainable and secure future for all.
AI can process real-time data from various sources, such as social media, sensors, and drones, to provide up-to-date information on disaster impact, helping first responders make informed decisions. By Using real time data analysis can predict the changes in climate. By Using real time data analysis increases efficiency in climate prediction.
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