ASFA Panel: ESG & AI

šŸŽ‰ It was a pleasure speaking at the ASFA | The Voice of Super conference about our ESG-Responsible AI framework (CSIRO’s Data61 Alphinity Investment Management Jessica Cairns )
https://lnkd.in/gw9FFKJG

During my panel, I focused on three key points:

1ļøāƒ£ The unique nature of this AI wave ā€“ Unlike past general-purpose technologies like electricity or computers, AI is different due to its cognitive intelligence (not just a tool) and its multiple purposes right out of the box with minimal further development at times. Plus, itā€™s based on learning, not fully designed and built by human developers. We need new technical measurements, metrics, and controls more than ever to confidently assure the fulfilment of high-level governance and regulatory aspirations.

2ļøāƒ£ The nuanced view of AIā€™s emissions ā€“ While training AI consumes significant energy (e.g. one version of ChatGPTā€™s training was roughly equivalent to the annual power consumption of 60,000+ Australian families), thereā€™s a twist: the energy consumed by using AI is already surpassing training, as AI becomes more integrated across sectors. For instance, a single chatbot interaction uses about 10x the energy of a search query. But hereā€™s the second twist: AI can also save emissions downstream, such as reducing hours of emission-heavy work into minutes (Nature article: https://lnkd.in/gnUdhzBa). However, the final twist is that we often donā€™t stop after saving timeā€”we do more, driving up overall consumption and emissions. So, is it worth it? And if so, how do we manage this? āš”

3ļøāƒ£ AI regulation and standards ā€“ I provided an overview of the international landscape, Australiaā€™s new voluntary AI safety standard, and the consultation on mandatory guardrails for high-risk AI. I couldnā€™t say much yesterday, but excitingly, itā€™s out this morning! šŸŒ https://lnkd.in/gEPVNmVh


About Me

Research Director, CSIRO’s Data61
Conjoint Professor, CSE UNSW

For other roles, see LinkedIn & Professional activities.

If you’d like to invite me to give a talk, please see here & email liming.zhu@data61.csiro.au

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