1.MiCa’s deployment at Tallinn Airport marks a shift from testing autonomous mobility to using it in day-to-day airport operations. What made this transition possible, and what were the most significant challenges along the way? The transition was possible because we approached it as a gradual operational and safety-validation process rather than a single technological demonstration….
1. There is a difference between a model that performs well on a benchmark dataset and one that can be trusted to inform a clinical decision. Where does that gap show up and what did you have to change about how you were measuring performance? In radiology AI, standard benchmark datasets typically measure how well…
1. You’ve worked with organizations across different industries. Are you seeing common obstacles to AI adoption regardless of sector, or do the biggest challenges vary from industry to industry? I do see some common obstacles across industries. The biggest one is that companies often start with the technology rather than the problem they’re trying to…
1. Context without governance produces confident answers built on the wrong information. Context with governance that is too restrictive produces a system that can’t do useful work. Where is that line and who in an organization should be drawing it? Ans : The line is drawn by the same rules that already govern the work….
1. Security teams know their tooling is disconnected but can’t fix it quickly because of procurement cycles, legacy contracts, and organizational silos. What’s your honest assessment of how long most enterprises can afford to operate that way given where the threat landscape is heading? The exposure window has closed. Unit 42 has observed attackers weaponizing…
Do you think the next competitive advantage will come from having better AI tools, or from redesigning the workflows around those tools? Why? The advantage is going to come from what you do with the tools, not just having access to better ones.Most marketers already have a lot of technology and customer data. In fact,…
1. Context is the variable that determines whether an AI system produces useful output. What does “providing AI with the right context” require from an infrastructure and data architecture standpoint? Providing AI with the right context starts with knowing where relevant business information lives, whether it can be trusted and how it relates to other…
You’ve built a company on the premise that smaller, specialized architectures outperform large models in clinical settings. What does the data show that convinced you to go against the prevailing direction of the field? I’ve been fortunate to learn from some extraordinary computational scientists across both medicine and artificial intelligence. After completing my doctorate at…
“CreateFuture is an AI-native, digital consultancy. Effectively, we help organisations make smarter decisions and move faster through technology and product. It’s about bringing together strategy, design and engineering to solve complex business challenges. “I lead CreateFuture’s iGaming division, which has grown out of six/seven years of working with leading operators in the sector. My role…
