Leslie Miley’s keynote speech at the QCON London conference addressed AI bias and sustainability concerns. Miley highlighted the impact of generative AI on the engineering space and suggested that hyper-scale data centers might be a solution to infrastructure challenges. He emphasized the importance of making responsible technology decisions and insisted on creating more responsible technology. Miley also stressed the need to consider the impact of transformative technologies on local communities and the environment.
The article also mentions Miley’s comparison between the building of the interstate highway network in the US and the building of new data centers for generative AI. Miley suggested that smaller models with enhanced societal context and knowing your data and data center could help make better decisions. He closed his presentation by urging attendees to understand the social and cultural impact of new technologies before deploying them.
Leslie Miley, Technical Advisor for the CTO at Microsoft, recently gave a keynote presentation at the QCON London conference on AI Bias and Sustainability. Miley discussed the inherent cost of large-scale AI deployment, specifically in terms of increased CO2 emissions. He highlighted the impact that transformative technologies have on communities, both positive and negative.
Miley drew attention to the energy requirements of generative AI, which he claims are higher than those of other cloud services. Despite the efforts of big tech companies like Google, Meta, and Microsoft to make their data centers as green as possible, the energy consumed remains too high. Miley emphasized the impact of this energy consumption by noting that coal power plants that were previously out of use are now operating again. He also made the connection between CO2 emissions, global warming, and extreme weather conditions, such as the heavy rainfall and snowfall that California and Oregon recently experienced.
Miley acknowledged humanity’s ability to solve problems with more complexity but stressed the need to find a solution to the CO2 emissions problem. He pointed out that vulnerable communities are being affected right now, with flooding leaving many people homeless. Miley urged action to address AI bias and sustainability issues before the situation gets worse.
In conclusion, Leslie Miley’s keynote speech highlighted the need to address the negative impact of large-scale AI deployment on the environment and vulnerable communities. His message serves as a reminder that transformative technologies should be developed in a way that benefits society as a whole and not just a select few.
Leslie Miley, Technical Advisor for the CTO at Microsoft, recently gave a keynote presentation at the QCON London conference about AI bias and sustainability. Miley discussed the need to rethink the way we build infrastructure to support the new era of ChatGPT, highlighting the impact of generative AI on the engineering space. He referenced Dr Timnit Gebru from Distributed AI Research institute and Dr Joy Buolamwini from Algorithm Justice League to emphasize the importance of AI bias and ensuring its fairness.
Miley compared the building of new data centers for generative AI to the building of the interstate highway network in the US, emphasizing the need to consider the impact on local communities. He suggested that hyper-scale data centers, which move data faster, own energy sources, and are eco-friendlier, might be a solution to the problem of infrastructure.
Miley also stressed the importance of taking action now, highlighting the need to make responsible technology decisions and insisting on creating more responsible technology. He suggested using smaller models with enhanced societal context, knowing your data (KYD), and knowing your data center (KYDC) to make better decisions.
Miley closed his presentation by noting the significance of ChatGPT and the obligation to meet it with compassion and humility. He urged attendees to understand the social and cultural impact of new technologies before deploying them, emphasizing the importance of taking action now to avoid negative consequences in the future.
In conclusion, Leslie Miley’s keynote speech at the QCON London conference brought attention to the need to address AI bias and sustainability issues. His message serves as a reminder that we must consider the impact of transformative technologies on local communities and the environment. By taking action now and making responsible technology decisions, we can create a better future for everyone.
The individual is a Software Engineer with experience in real-time applications, specifically in financial software and IAM. They are passionate about optimizing development flows and currently work as the CTO at mindit.io, a community of software enthusiasts delivering value to various industries. They also facilitate the Transylvania JUG, serve on the program committee for Voxxed Romania and Devoxx UK, and are a conference speaker and podcaster on cybersecurity and open-source topics for 505updates.com. Additionally, they are the main editor of JavaAdventCalendar.
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