Designing trustworthy machine learning systems
Op-ed: Many methods have been developed to promote fairness, transparency and accountability in the predictions made by artificial intelligence and machine learning systems. A technical approach is often the focal point of these methodologies, however, to develop truly ethical machine learning systems that can be trusted by their users, it's important to supplement this with a human-centred approach.
Eight papers accepted at world’s most prestigious machine learning conference
Eight papers detailing bleeding-edge machine learning research written by scientists from CSIRO’s Data61 and collaborators have been accepted by NeurIPS (Neural Information Processing Systems) 2020, the largest and most prestigious machine learning conference in the world.
Are you ready for the next wave of digital innovation?
Economic crises provide a rare opportunity to refresh the policy context, change direction and build new sources of wealth generation. Digital technology will be central to the rebuild of the Australian and global economies.
How machine learning is revolutionising genomic research
Have you ever wondered why you are as tall as you are? Or how you inherited a physical trait that your sibling […]
Machine learning reveals new insights about energy consumption in Australia
Energy prices often increase as the temperature fluctuates, but did you know that homes further inland tend to have higher levels of use regardless of the […]
This AI-powered platform can identify insect and snake species from photo
‘Is it venomous?’ is arguably one of the most common questions asked in Australia, home to 170 species of snakes […]
The Power of AI
This article first appeared in May issue of Company Director, the member magazine for the Australian Institute of Company Directors. […]
How an algorithm could prevent the spread of misinformation and improve emergency response times
An algorithm that detects social bot activity on Twitter in real-time could prevent the spread of misinformation and make it […]
2020 predictions from our data and technology experts
‘The only way you can predict the future is to build it.’ – Dr Alan Kay, American computer scientist and […]