🤔 What does “𝒎𝒆𝒂𝒏𝒊𝒏𝒈𝒇𝒖𝒍” really mean in “meaningful human oversight” when it comes to GenAI? How can humans oversee something they don’t fully understand? What are the approaches? It was a pleasure to explore these questions in my talk earlier today at the GenAI Summit Sydney. I debunked a few common myths—like “human-in-the-loop solves everything,”…

The recent global IT outage due to an update from CrowdStrike taught us some interesting insights. While we could blame upstreams, why can certain organisations recover within hours while others may need weeks? Why are the most heavily regulated industries (health, finance, airlines) hit the hardest? 🤔 I answered these questions in the opening panel…

I had the great pleasure of chairing a panel (Penten CEO Greg Barsby, QuintessenceLabs founding CTO John Leiseboer, Services Australia CIDO Charles McHardie AM, and Danesh Jogia from Australian Signals Directorate) on post-quantum cybersecurity and data management resilience at the “Quantum Meets Public Service” event. The event was amazingly organised by Cathy Foley‘s Chief Scientist…

Had a great evening at this Responsible AI for Investors event, deep-diving into our collaborative work with Alphinity Investment Management – The intersection of Responsible AI and ESG: A Framework for Investors. I hope I didn’t scare people with the conundrum of governing and controlling AI that might be smarter in some aspects, and that…

It was a pleasure to deliver a talk last week at The Future Generation Enterprise Architecture (FGEA) Symposium hosted by ACS (Australian Computer Society) and organised by Asif Gill. I focused on data trust at scale, challenging some conventional views on data quality in distributed, at-scale, AI-amenable environments. Some lessons come from CSIRO’s Data61 technology…

I thoroughly enjoyed the fireside chat with Stela SOLAR at the National Association of Testing Authorities, Australia (NATA) Annual Conference – Accreditation Matters. https://nata.com.au/events/accreditation-matters-2024/ We delved into Measuring Safe and Responsible AI – The Practice and the Frontier. We discussed what safe and responsible AI truly means and how we can assess its achievement. The…

It’s a pity I missed attending the “Practical Approaches to Responsible AI Workshop” organized by the defence sector in person. CSIRO’s Data61‘s approach to responsible AI emphasizes practical, concrete, and measurable practices and outcomes. In software/system/AI engineering, the goal is always to create a trustworthy whole from less trustworthy parts, rather than focusing solely on…

You might think discussing data (rather than AI) from the government is so last decade, but think again! 🤔💡 The Aus Government Data Summit was an absolute blast! 🎉 The thoughtful questions and discussions from the public service continue to amaze me! 🙌 I had the privilege of delivering my talk on “𝐑𝐞𝐬𝐩𝐨𝐧𝐬𝐢𝐛𝐥𝐞 𝐀𝐈: 𝐍𝐚𝐯𝐢𝐠𝐚𝐭𝐢𝐧𝐠…