ASFA Panel: ESG & AI

πŸŽ‰ 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:

1️⃣ The unique nature of this AI wave – 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, it’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.

2️⃣ The nuanced view of AI’s emissions – While training AI consumes significant energy (e.g. one version of ChatGPT’s training was roughly equivalent to the annual power consumption of 60,000+ Australian families), there’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 here’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 don’t stop after saving timeβ€”we do more, driving up overall consumption and emissions. So, is it worth it? And if so, how do we manage this? ⚑

3️⃣ AI regulation and standards – I provided an overview of the international landscape, Australia’s new voluntary AI safety standard, and the consultation on mandatory guardrails for high-risk AI. I couldn’t say much yesterday, but excitingly, it’s out this morning! 🌏 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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