I was glad to share some observations on AI adoption and challenges, both from CSIROβs perspective as a science organisation and as scientists building science copilots and AI agents, as well as CSIROβs collaboration with industry. I emphasised the importance of AI system-level evaluation, test cases, organisational learning, and the nuanced roles humans play in…
It was my pleasure to welcome this yearβs cohort of 30+ Australian companies selected to engage with CSIRO and experience how to conduct digital and AI innovation. I covered some empirical studies related to the return on investment for SMEs investing in digital technologies, the impact of the new wave of AI with general capabilities…
π€ What does βππππππππππβ really mean in βmeaningful human oversightβ when it comes to GenAI? How can humans oversee something they donβt 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 mythsβlike βhuman-in-the-loop solves everything,β…
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? π€ 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 didnβt 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 β The Practice and the Frontier. We discussed what safe and responsible AI truly means and how we can assess its achievement. The…
Just finished my India trip. This was my last stop on my journey to build a global research network for responsible and safe AI, having already connected with partners in America, Europe, the UK, Singapore, Japan, and Malaysia. On the government side, I met with the Principal Scientific Advisorβs Office and the Department of Science…
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…
