News &
Insights.
Discover ideas, updates, and expert perspectives on the technologies shaping the future of intelligent systems and enterprise AI.
Daniel's tips for new entrepreneurs
I recently got the chance to deliver a closing keynote at Cambridge Tech Week. Instead of my typical talk on how AI impacts business and society, I talked about my entrepreneurial journey, starting and investing in…
The Economic Singularity and the Five As
This article first appeared in Forbes on 28 September 2025The Economic Singularity is a term I coined a decade ago to denote the moment when there are no…
Why there’s no need to fear an AI winter
The UKTN podcast, hosted by Jane Wakefield. Posted on 23 September 2025 Calum discusses why fears of an AI winter have been greatly exaggerated, why the…
Should workers prepare to become AI agent bosses?
Calum interviewed by IT Pro about how people will work with agents in the coming years. By Rich McEachran, 18 September 2025 AI agents are being deployed…
Growing up with AI
Growing up with AI podcast, 9 September 2025 Daniel unpacks two paths of progress (statistical system‑1 vs. reasoning‑driven system‑2) and explains why “the…
BBC Bitesize. How to prepare your child for a tech-led future
6 September 2025 You may have read about the advancement of technology and artificial intelligence (AI) in the news and been thinking about what the future…
Should AIs get legal rights? Wired Magazine
by Kylie Robison, 4 September. (Paywall) In Silicon Valley, there’s a small but growing field called model welfare, which is working to figure out whether…
The year of conscious AI
Executive Magazine, August 2025 For years, the idea of machine consciousness has belonged to the realm of philosophy and science fiction. But as AI systems…
Trusting an unverified agent...
The Next Web, 27 August 2025 Trusting an unverified AI agent is like handing your keys to a drunk graduate AI agents can create costly mistakes without…
AI agents will negotiate deals and spend money on our behalf
Calum on the Ezra Chapman Curious podcast. When superintelligence finally arrives, humanity may face a brutal truth: we could become the chimpanzees of the…
Are AIs like intoxicated graduates?
Daniel on the Driven by Data podcast.
