Here are my software architecture keynote slides on “Distributed Trust Architecture – The New Reality of ML-based Systems.” It’s based on the latest scientific papers and projects from CSIRO’s Data61 Thanks to all the co-authors! Abstract: Rarely are ML-based systems in the real world about training a model over some centralised datasets and then integrating…
I had the great pleasure to present at Reserve Bank of Australia on CSIRO’s Data61 latest innovations in blockchain, RegTech, data sharing/analytics, responsible AI and the upcoming Digital Finance CRC. Enjoyed the thoughtful questions at the end. A confluence of factors will make the coming years very interesting – payments system innovation, central bank digital…
After all the high-level responsible/ethical AI principles and frameworks, how do we operationalise them? What about the confusion among the terms – trust, trustworthiness, ethical AI, responsible AI and trustworthy AI? Interpretability vs Explainability? What are CSIRO’s Data61 and our collaborators across Australia working on right now? I am sharing some thoughts and updates via a SIGGRAPH…
The Australian Government has a consumer data right (CDR) regime to increase the level of competition and breadth of services available to consumers. The CDR regime aims to make it easier, with the consumers’ consent, to have citizen data—held by banks, telecommunication companies, energy companies and similar organisations—made available to other, trusted third parties so…
I recently joined a virtual panel organised by Attorney-General’s Department sharing lessons and opportunities in using RegTech in Industrial Relations for the reform working groups. Here are the slides.CSIRO’s Data61‘s RegTech project (led by Mark Staples) uses rules-as-code principles to turn text rules in legislations, guidance, advices, policies, controls, agreement and contracts into machine understandable code…
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