• IEEE Software Best Paper Award

    IEEE Software Best Paper Award

    ๐Ÿ†Our paper โ€” โ€œToward Responsible AI in the Era of Generative AI: A Reference Architecture for Designing Foundation Model-Based Systemsโ€ has been awarded the Best Paper Award of IEEE Software 2024! https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=10553223 Although CSIRO’s Data61 often publish breakthrough research and win best paper awards at academic conferences, nothing beats being recognised by practitioners. The world-leading…

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  • Designing Human Oversight

    Designing Human Oversight

    Double-header day on my favourite topic โ€” ๐—ฑ๐—ฒ๐˜€๐—ถ๐—ด๐—ป๐—ถ๐—ป๐—ด ๐—ต๐˜‚๐—บ๐—ฎ๐—ป ๐—ผ๐˜ƒ๐—ฒ๐—ฟ๐˜€๐—ถ๐—ด๐—ต๐˜.โ€ข Remote presentation at the Symposium on Responsible AI in Public Administration (organised by the wonderful Jason Grant Allen, bringing together law and AI experts in the same room in Singapore)โ€ข Fireside chat with Rasika Mohan at the AI Governance Summit Thereโ€™s a joke in the…

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  • Panel at DTA Government AI Showcase

    Panel at DTA Government AI Showcase

    At the Digital Transformation Agency AI Government Showcase, my badge listed my first name as โ€œDrโ€. I had fun introducing myself as ๐—ง๐—ต๐—ฒ ๐——๐—ผ๐—ฐ๐˜๐—ผ๐—ฟโ€”alas, no time machine, just discussions about the future of AI. I joined a fantastic panel with colleagues, including the former and current directors (Stela SOLAR Lee Hickin) of the National AI…

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  • Panel: AFR Government Services Summit

    Panel: AFR Government Services Summit

    A very enjoyable day at the AFR Government Services Summit yesterday. Minister Leighโ€™s keynote set the tone: ๐—”๐—œ-๐—ฑ๐—ฟ๐—ถ๐˜ƒ๐—ฒ๐—ป ๐—ฝ๐—ฟ๐—ผ๐—ฑ๐˜‚๐—ฐ๐˜๐—ถ๐˜ƒ๐—ถ๐˜๐˜† ๐—ด๐—ฎ๐—ถ๐—ป๐˜€ ๐—ต๐—ถ๐—ป๐—ด๐—ฒ ๐—ผ๐—ป ๐—ฒ๐˜…๐—ฝ๐—ฒ๐—ฟ๐—ถ๐—บ๐—ฒ๐—ป๐˜๐—ฎ๐˜๐—ถ๐—ผ๐—ป, ๐—ฒ๐˜ƒ๐—ฎ๐—น๐˜‚๐—ฎ๐˜๐—ถ๐—ผ๐—ป, ๐—ฑ๐—ถ๐˜€๐—ฐ๐—ถ๐—ฝ๐—น๐—ถ๐—ป๐—ฒ๐—ฑ ๐—ฐ๐˜‚๐—ฟ๐—ถ๐—ผ๐˜€๐—ถ๐˜๐˜†, ๐—ฎ๐—ป๐—ฑ ๐—ฑ๐—ฒ๐˜€๐—ถ๐—ด๐—ป๐—ถ๐—ป๐—ด ๐˜€๐˜†๐˜€๐˜๐—ฒ๐—บ๐˜€ ๐˜๐—ผ ๐—น๐—ฒ๐—ฎ๐—ฟ๐—ป ๐—ฏ๐˜† ๐—ฑ๐—ฒ๐—ณ๐—ฎ๐˜‚๐—น๐˜ ๐˜€๐—ผ ๐˜„๐—ฒ ๐—ฐ๐—ฎ๐—ป ๐—ด๐—ผ๐˜ƒ๐—ฒ๐—ฟ๐—ป ๐˜„๐—ถ๐˜๐—ต ๐—ฐ๐—ผ๐—ป๐—ณ๐—ถ๐—ฑ๐—ฒ๐—ป๐—ฐ๐—ฒ. This resonates deeply with me as a scientist viewing productivity growth and risk management through the…

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  • Women in AI Awards – Again

    Women in AI Awards – Again

    Congratulations to Sunny Lee (Finalist of AI in Law) and Amena Khatun (Winner of AI in Quantum)! What a night. These are our program’s third consecutive years of winning.

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  • Defence AI Panel: ๐—ฆ๐˜๐—ฎ๐—ป๐—ฑ๐—ฎ๐—ฟ๐—ฑ๐—ถ๐˜€๐—ฎ๐˜๐—ถ๐—ผ๐—ป

    Defence AI Panel: ๐—ฆ๐˜๐—ฎ๐—ป๐—ฑ๐—ฎ๐—ฟ๐—ฑ๐—ถ๐˜€๐—ฎ๐˜๐—ถ๐—ผ๐—ป

    ๐˜ฟ๐™ค๐™š๐™จ ๐™จ๐™ฉ๐™–๐™ฃ๐™™๐™–๐™ง๐™™๐™ž๐™จ๐™–๐™ฉ๐™ž๐™ค๐™ฃ ๐™ ๐™ž๐™ก๐™ก ๐™˜๐™ค๐™ข๐™ฅ๐™š๐™ฉ๐™ž๐™ฉ๐™ž๐™ซ๐™š ๐™–๐™™๐™ซ๐™–๐™ฃ๐™ฉ๐™–๐™œ๐™šโ€”๐™ค๐™ง ๐™ข๐™–๐™ ๐™š ๐™ž๐™ฉ ๐™จ๐™ฉ๐™ง๐™ค๐™ฃ๐™œ๐™š๐™ง?That tension was front and centre at the ๐—ฆ๐˜๐—ฎ๐—ป๐—ฑ๐—ฎ๐—ฟ๐—ฑ๐—ถ๐˜€๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—ฎ๐—ป๐—ฑ ๐˜๐—ต๐—ฒ ๐—ฃ๐—ฎ๐˜๐—ต ๐˜๐—ผ ๐—ฅ๐—ฒ๐˜€๐—ฝ๐—ผ๐—ป๐˜€๐—ถ๐—ฏ๐—น๐—ฒ ๐—”๐—œ panel at the Defence AI Research Network (DAIRNet) Defense AI and Industry Symposium (part of ADM Defence Summit). Here are some of the messages I was trying to deliver: ๐Ÿญ. ๐—ฆ๐˜๐—ฎ๐—ป๐—ฑ๐—ฎ๐—ฟ๐—ฑ๐˜€ ๐—ฎ๐—ฟ๐—ฒ ๐˜๐—ต๐—ฒ…

    Read more: Defence AI Panel: ๐—ฆ๐˜๐—ฎ๐—ป๐—ฑ๐—ฎ๐—ฟ๐—ฑ๐—ถ๐˜€๐—ฎ๐˜๐—ถ๐—ผ๐—ป
  • AI in Government Keynote

    AI in Government Keynote

    ๐Ÿง  โ€œ๐— ๐—ฒ๐—ฎ๐—ป๐—ถ๐—ป๐—ด๐—ณ๐˜‚๐—น ๐—ต๐˜‚๐—บ๐—ฎ๐—ป ๐—ผ๐˜ƒ๐—ฒ๐—ฟ๐˜€๐—ถ๐—ด๐—ต๐˜โ€ is everyoneโ€™s magic bulletโ€”but nobody seems to know the magic sauce.I opened Day 2 of the AI in Government Conference with a keynote on some of the hardest questions in AI-enabled decision-making: โ€ข ๐˜‹๐˜ฐ ๐˜ฉ๐˜ถ๐˜ฎ๐˜ข๐˜ฏ๐˜ด ๐˜ณ๐˜ฆ๐˜ข๐˜ญ๐˜ญ๐˜บ ๐˜ฉ๐˜ข๐˜ท๐˜ฆ ๐˜ข๐˜จ๐˜ฆ๐˜ฏ๐˜ค๐˜บโ€”๐˜ฐ๐˜ณ ๐˜ซ๐˜ถ๐˜ด๐˜ต ๐˜ต๐˜ฉ๐˜ฆ ๐˜ช๐˜ญ๐˜ญ๐˜ถ๐˜ด๐˜ช๐˜ฐ๐˜ฏ ๐˜ฐ๐˜ง ๐˜ช๐˜ต, ๐˜ข๐˜ง๐˜ต๐˜ฆ๐˜ณ ๐˜ต๐˜ฉ๐˜ฆ ๐˜ˆ๐˜ ๐˜ฉ๐˜ข๐˜ด ๐˜ข๐˜ญ๐˜ณ๐˜ฆ๐˜ข๐˜ฅ๐˜บ ๐˜ด๐˜ฉ๐˜ข๐˜ฑ๐˜ฆ๐˜ฅ ๐˜ฎ๐˜ฐ๐˜ด๐˜ต ๐˜ฐ๐˜ง…

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  • Government Innovation NSW Panels

    Government Innovation NSW Panels

    Great to speak on two panels yesterday at the Government Innovation Week NSW on Cyber Security and AI alongside some great panelists such as The Hon. Victor Dominello and the NSW Privacy Commissioner Sonia Minutillo. Here are my four messages across the two panels: ๐Ÿ”น Everyone has an opinion on AI performance and riskโ€”but personal…

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  • PAKDD25 Talk on Scalable AI

    PAKDD25 Talk on Scalable AI

    ๐Ÿ’ก People often think scalable AI just means handling more transactions or bigger datasets. But scalability isnโ€™t about size. ๐™„๐™ฉ ๐™ข๐™š๐™–๐™ฃ๐™จ ๐™ฉ๐™๐™š ๐™จ๐™ฎ๐™จ๐™ฉ๐™š๐™ข ๐™ ๐™š๐™š๐™ฅ๐™จ ๐™ฌ๐™ค๐™ง๐™ ๐™ž๐™ฃ๐™œ ๐™ช๐™ฃ๐™™๐™š๐™ง ๐™œ๐™ง๐™ค๐™ฌ๐™ž๐™ฃ๐™œ ๐™™๐™š๐™ข๐™–๐™ฃ๐™™ ๐™ค๐™ง ๐™ง๐™–๐™ฅ๐™ž๐™™ ๐™˜๐™๐™–๐™ฃ๐™œ๐™š ๐™—๐™ฎ ๐™จ๐™ž๐™ข๐™ฅ๐™ก๐™ฎ ๐™–๐™™๐™™๐™ž๐™ฃ๐™œ ๐™ฅ๐™ง๐™ค๐™ฅ๐™ค๐™ง๐™ฉ๐™ž๐™ค๐™ฃ๐™–๐™ก, ๐™ค๐™ง ๐™š๐™ซ๐™š๐™ฃ ๐™จ๐™ช๐™—-๐™ฅ๐™ง๐™ค๐™ฅ๐™ค๐™ง๐™ฉ๐™ž๐™ค๐™ฃ๐™–๐™ก, ๐™ง๐™š๐™จ๐™ค๐™ช๐™ง๐™˜๐™š๐™จ. ๐™‰๐™ค ๐™—๐™ค๐™ฉ๐™ฉ๐™ก๐™š๐™ฃ๐™š๐™˜๐™ ๐™จ, ๐™ฃ๐™ค ๐™ง๐™š๐™™๐™š๐™จ๐™ž๐™œ๐™ฃ๐™จ. At the PAKDD AI Forum earlier today, I shared three dimensions of…

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  • AFR AI Awards – Finalist

    AFR AI Awards – Finalist

    Honoured to be named a finalist at the #AFRAIAwards for our Responsible AI work at CSIRO’s Data61. ๐Ÿ™Œ It was a fantastic night celebrating Australiaโ€™s vibrant AI community โ€” and inspiring to see so many collaborators, alumni, and peers leading the charge on impactful AI innovation. At CSIRO, our ambition is simple: ๐š๐œ๐œ๐ž๐ฅ๐ž๐ซ๐š๐ญ๐ž ๐€๐ˆ ๐š๐๐จ๐ฉ๐ญ๐ข๐จ๐ง…

    Read more: AFR AI Awards – Finalist

Authored Books

About Me


About me – According to AI

Director/Head of 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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