Conscious Machines, Safer Futures: Calum Chace on AI, Work, and What Comes Next

AI with Bry Podcast

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-31:35

Conscious Machines, Safer Futures: Calum Chace on AI, Work, and What Comes Next

Bryan Dennstedt

Nov 26, 2025

In this episode of AI with Bry, we wrestle with one of the biggest questions of our time: what happens when machines don’t just out-think us, but maybe even wake up? As AI races toward superintelligence and reshapes the global economy, we explore whether conscious machines could actually be the key to a safer, more human future.

I’m joined by Calum Chace, author of Surviving AI and The Economic Singularity, keynote speaker, and co-founder of the AI safety company Conscium. Calum has been thinking about AI’s long-term impact for decades, and he brings a rare mix of economic realism, philosophical depth, and practical optimism to the conversation. If you’re a founder, executive, policy leader, or just AI-curious, this episode will stretch how you think about work, wealth, and what comes next.

Calum and I dig into artificial consciousness, “mind crime,” and why treating future AIs as mere tools could be morally catastrophic. We explore the idea of an economic singularity, a world where there are no jobs because machines do everything cheaper, better, and faster—and whether that could actually be a good thing if we redesign how value and abundance are shared. We also get practical: how Calum personally uses GPT in his daily life, why AI agents need rigorous verification before we unleash them at scale, and what kind of leadership this moment demands from people building companies, products, and policy. If you’ve ever wondered whether superintelligence makes us gods, pets, or partners—this episode is for you.

What You’ll Learn in This Episode

What “mind crime” is and why it could become humanity’s greatest moral failure
The Economic Singularity explained: a future with no human jobs (and why that might be amazing)
How AI could create a world where most people “get to play” instead of work for survival
The hard but urgent question: who owns the wealth in an AI-driven economy?
Why AI agents are powerful and risky, and why verifying what agents do is becoming a critical new industry
The tension between racing toward superintelligence and the non-trivial risk of human extinction
What “AI-ready leadership” looks like: less command-and-control, more enabling, trusting, and equipping people
Why every leader now has a responsibility to deeply understand what AI can and cannot do

Resources, Tools & Platforms Mentioned

AI Models & Platforms:

ChatGPT (GPT-4/5 family) — https://chat.openai.com
GPT Agents / Agentic GPT — https://openai.com/index/introducing-agentic-ai/

Agentic & AI Safety Tools

Conscium — AI Safety & Agent Verification: https://conscium.com
Verify AX (Agent Verification Service) Launching soon — access via Conscium homepage: https://conscium.com
Future of Life Institute: https://futureoflife.org

Books & Thought Leadership by Calum Chace

The Economic Singularity: https://www.calum-chace.com/books/ or on (Amazon: https://www.amazon.com/dp/099321164X)
Surviving AI: https://www.calum-chace.com/books/

Key Concepts, Frameworks & Ideas

Artificial Consciousness: https://plato.stanford.edu/entries/consciousness/
Mind Crime (Nick Bostrom, Superintelligence): https://nickbostrom.com/superintelligence
Superintelligence & P(doom): https://nickbostrom.com/superintelligence

Broader AI Research & Safety Ecosystem