There are new models coming out every week. So why should you care about reasoning models? Unlike previous AI offerings, reasoning models such as o1, o3, and o4-mini mark a fundamental shift in enterprise automation. For the first time, organizations can access AI with PhD-level intelligence—capable of automating business processes Read more
I’m the CTO of Refr, an AI healthcare startup dedicated to helping patients access the care they need, faster. As the sole full-stack developer on the team, I’ve led technology stack selection, architecting the core platform, and taking Refr all the way from a back-of-the-envelope idea through to a real Read more
Business-in-a-box: Applying AutoGen and multi-agent systems to an enterprise context Generative AI (GenAI) is revolutionizing how businesses engage with customers and streamline internal processes. However, scaling these innovations beyond a handful of use cases remains a significant challenge. Typically, enterprises build separate applications for different use cases— for example, a Read more
Scam Indicator Australians lost over $3B to scams in 2022, and has been increasing by up to 80% year-on-year. I’m excited to share the product our team has been working on, the Scam Indicator, which is set to significantly cut down the amount lost to phone scams. Vicky Brady (CEO Read more
An interview with my deepfake digital twin I was involved in running a generative AI workshop, together with a group of colleagues, to train others in our business on how best to leverage these technologies. What better way to introduce the session than an “interview” between myself and my deepfake Read more
RTX 2080Ti NVIDIA has released the latest generation of graphics cards, and I have acquired a unit for use as part of the Proof of Concepts I am conducting. I’ll be using this card together with the external GPU housing to provide a portable environment for inferencing (running object detection Read more
An ongoing challenge to creating robust object detection algorithms is their thirst for large datasets. Thanks to transfer learning, rapid prototypes are possible with as little as 10 images, thanks to weeks of pre-training, and can be trained in as little as one hour! Of course, to create a Read more
External GPU (eGPU) As part of my AI Program of Work, I recently acquired a Razer Core v2 eGPU housing, with a NVIDIA Titan Xp graphics card. eGPUs allow for portable graphics cards, to enable or further augment devices lackign in computational power. This is a fantastic tool, as it Read more