AI Lessons and Observations from Japan

Lessons and observations from my meetings with Japan’s government and science agencies on critical tech, critical infrastructure, quantum, AI, and AI Safety! ๐Ÿ‡ฏ๐Ÿ‡ต๐Ÿ‡ฆ๐Ÿ‡บ

A great two days. I had the privilege of engaging with the Cabinet Office, Ministry of Internal Affairs and Communications (MIC), AI Safety Institute Secretariat (AISI), Information-technology Protection Agency (IPA), Ministry of Economy, Trade and Industry (METI), Global Research and Development Center for Business by Quantum-AI Technology (G-QuAT), Japan Science and Technology Agency (JST), and NEC GenAI Hub. Here are some key takeaways:

๐ŸŒ ๐ˆ๐ง๐ฏ๐ž๐ฌ๐ญ ๐ž๐š๐ซ๐ฅ๐ฒ ๐ข๐ง ๐ช๐ฎ๐š๐ง๐ญ๐ฎ๐ฆ-๐ซ๐ž๐š๐๐ข๐ง๐ž๐ฌ๐ฌ. Despite the uncertainty surrounding the arrival of powerful quantum computers, Japan has wisely invested in “quantum engineering.” This includes a robust quantum software stack, AI-quantum cloud, system-level simulation, and device measurement. By doing so, companies can capitalise on early wins while being prepared to seamlessly transition their use cases across quantum and AI compute infrastructures.
๐ŸŽฏ ๐–๐ก๐ž๐ง ๐ข๐ญ ๐œ๐จ๐ฆ๐ž๐ฌ ๐ญ๐จ ๐€๐ˆ ๐’๐š๐Ÿ๐ž๐ญ๐ฒ, ๐Ÿ๐จ๐œ๐ฎ๐ฌ ๐จ๐ง ๐ช๐ฎ๐š๐ง๐ญ๐ข๐ญ๐š๐ญ๐ข๐ฏ๐ž ๐ฆ๐ž๐š๐ฌ๐ฎ๐ซ๐ž๐ฆ๐ž๐ง๐ญ๐ฌ ๐ซ๐š๐ญ๐ก๐ž๐ซ ๐ญ๐ก๐š๐ง ๐ฃ๐ฎ๐ฌ๐ญ ๐ฉ๐ซ๐จ๐œ๐ž๐ฌ๐ฌ/๐ ๐จ๐ฏ๐ž๐ซ๐ง๐š๐ง๐œ๐ž ๐œ๐ก๐ž๐œ๐ค๐ฅ๐ข๐ฌ๐ญ๐ฌ.ย While there seems to be a rehashed process/governance framework/standard emerging every week, SMEs are not necessarily eager to set up another process, committee, or role. What they desperately need are technical standards and concrete practices/measurements. My visit to AISI was particularly interesting as both Australia and Japan are embarking on new AI safety initiatives. We realised we have so much to share, harmonise, and collaborate on in the future.
โš–๏ธ ๐’๐ญ๐ซ๐ข๐ค๐ž ๐š ๐›๐š๐ฅ๐š๐ง๐œ๐ž ๐ข๐ง ๐ซ๐ž๐ฌ๐ž๐š๐ซ๐œ๐ก ๐ฌ๐ž๐œ๐ฎ๐ซ๐ข๐ญ๐ฒ by providing research infrastructures across countries and granting trusted research institutions access to frontier AI systems for external evaluation. Interestingly, Yoshua Bengio had met with the same people a few days before me, talking about the approach. I happily supported it with a few lessons from Australia, includingย CSIRO’s Data61‘s use-without-sharing and disclosure control technologies to enable a balanced enclave environment.
๐Ÿค To foster concrete collaboration between the two countries, we need to encourage young ๐ซ๐ž๐ฌ๐ž๐š๐ซ๐œ๐ก๐ž๐ซ ๐ฆ๐จ๐›๐ข๐ฅ๐ข๐ญ๐ฒ ๐š๐ง๐ ๐ž๐ฌ๐ญ๐š๐›๐ฅ๐ข๐ฌ๐ก ๐ฃ๐จ๐ข๐ง๐ญ ๐œ๐š๐ฅ๐ฅ๐ฌ ๐Ÿ๐จ๐ซ ๐ญ๐ก๐ž๐ฆ๐ž๐ ๐ซ๐ž๐ฌ๐ž๐š๐ซ๐œ๐ก.

A huge thanks to the Australian Embassy in Tokyo, especially Oi Yee Claudette Chan, for arranging many enlightening discussions! ๐Ÿ™


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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