What Is Generative Ai Standardized benchmark reporting for responsible AI is lacking 6 Investment in generative AI is sky high 7 AI is making workers more productive and creating higher quality work 8 AI is playing a growing role in scientific progress 9 AI regulations in the US are on the rise 10 People are more aware and nervous of AI s impact
And improvements in technology could help address AI s energy demand with more advanced hardware and processing power expected to improve the efficiency of AI workloads Researchers are designing specialized hardware such as new accelerators new technologies such as 3D chips which offer much improved performance and new chip cooling Generative AI is drawing ever wider circles across science industry public services and our daily lives At the same time it s still a rapidly evolving technology This piece rounds up some of the World Economic Forum s research in these areas from governing genAI to how it s transforming areas such as education health and finance
What Is Generative Ai
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As a corollary generative AI may also depress the compensation of some jobs held by the most educated by automating the knowledge work that used to be their exclusive domain Therefore by raising the socio economic floor while lowering the ceiling perhaps generative AI may over time become the new balance wheel of society While generative AI has people excited about a new wave of creativity there are concerns about the impact of these models on society Only when solid checks and balances are in place can there be a more thoughtful beneficial expansion of generative AI technologies products
While smart cities already harness artificial intelligence AI some urban centres now incorporate generative AI into their operations The World Economic Forum s G20 Global Smart Cities Alliance has developed guiding principles for The World Economic Forum s Shaping the Future of Learning 2024 report concludes that integrating AI into education has great potential for improving student s learning experiences and outcomes It also points to the need for scaling AI literacy to prepare learners at all levels for future job markets
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Compared to smaller task specific AI models large language models such as ChatGPT are energy intensive with each prompt requiring calculations that consume a significant amount of power While this is a problem most organizations in the report acknowledge few have yet developed a strategy for acting on it and environmental considerations do not seem to be Generative AI and language based models further expand this impact and the R D behind it In particular such systems may fuel existing assistive ecosystems health work learning and accommodation solutions requiring communication and interaction with the patient or student social and emotional intelligence and feedback
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https://www.weforum.org › stories › stanford-university-ai-index-report
Standardized benchmark reporting for responsible AI is lacking 6 Investment in generative AI is sky high 7 AI is making workers more productive and creating higher quality work 8 AI is playing a growing role in scientific progress 9 AI regulations in the US are on the rise 10 People are more aware and nervous of AI s impact
https://www.weforum.org › stories › generative-ai-energy-emissions
And improvements in technology could help address AI s energy demand with more advanced hardware and processing power expected to improve the efficiency of AI workloads Researchers are designing specialized hardware such as new accelerators new technologies such as 3D chips which offer much improved performance and new chip cooling
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