Day: March 25, 2026

Key takeaways

• Civilization is undergoing a transformation into the exponential age, characterized by rapid technological advancements.
• The future economy will prioritize intelligence creation, with energy as a critical constraint.
• Traditional economic metrics like GDP will become obsolete in an economy driven by radical abundance.
• AI’s exponential growth is outpacing societal structures, leading towards an economic singularity.
• AI’s impact will extend beyond traditional professions to sectors like agriculture and manufacturing.
• The rate of change in AI capabilities is unprecedented, showing super exponential growth.
• AI tools like Claude are revolutionizing productivity with their transformative capabilities.
• User experience combined with intelligence makes AI models like Claude stand out.
• The expectation that technology will reduce workload may be misguided, as it often increases demands for output.
• The exponential age will focus on optimizing intelligence per unit of energy.
• Society must adapt to the rapid advancements in AI and technology to harness their full potential.
• The shift towards an economy of radical abundance will challenge existing economic frameworks.

Guest intro

David Mattin is Technology Lead at Global Macro Investor and founder of New World Same Humans. He is co-founder of the Exponentialist, an independent service positioning investors for the Economic Singularity driven by AI and Big Tech. His research on exponential technologies, crypto, and social change reaches leaders at investment banks, hedge funds, and family offices.

The exponential age and its implications

• The next civilization in the exponential age will focus on optimizing intelligence per unit of energy.

  — David Mattin

• The exponential age represents a civilizational transformation with profound implications for technology and society.

• We are moving into a civilizational transformation known as the exponential age.

  — David Mattin

• This era is characterized by rapid technological advancements that reshape markets and societies.
• Understanding the exponential age is crucial for anticipating future economic and societal shifts.
• The exponential age will redefine how economies function and prioritize resources.

• Everything all the work we’ve done has been founded in this belief that we’re moving into this thing called the exponential age.

  — David Mattin

• The focus will be on efficiently converting energy into intelligence.

The future economy and radical abundance

• The transition to an economy of radical abundance will render traditional economic measures like GDP incoherent.

• When you move into such a radically different economy, all the old measures and the norms and the frameworks we use to make sense of the economy as it exists today just break down.

  — David Mattin

• Emerging technologies will fundamentally alter economic frameworks and metrics.

• The future economy will be driven by intelligence, with energy as the binding constraint.

  — David Mattin

• Radical abundance will push prices very low or to zero, challenging current economic models.
• Understanding the implications of AI and robotics is essential for adapting to these changes.
• The focus on intelligence creation will redefine economic priorities and development.

• The big game becomes about creating more intelligence and the binding constraint there in the end will be energy.

  — David Mattin

AI’s impact on industries and society

• AI will significantly impact agriculture and manufacturing, not just traditional professions.

• We’re talking everything… they’ll be able to run our agriculture and farming and lots of manufacturing.

  — David Mattin

• The exponential growth of intelligence is outpacing societal structures, leading to a potential economic singularity.

• Intelligence is far moving faster than the world around us.

  — David Mattin

• AI’s broad applicability challenges common perceptions of its impact on various sectors.
• The rapid advancements in AI models indicate a transformative trend in technology development.

• The rate of change in AI model capabilities is unprecedented, showing super exponential growth.

  — David Mattin

• Society must adapt to harness the full potential of AI across industries.

The transformative power of AI tools like Claude

• Claude is probably the greatest product ever invented due to its transformative capabilities.

  — David Mattin

• AI tools like Claude offer infinite intelligence applicable to every task for a nominal cost.
• The combination of user experience and intelligence sets Claude apart from other AI models.

• What makes it special is it has UX plus intelligence… they really have nailed the UX in a way ChatGPT for me hasn’t.

  — David Mattin

• Understanding the significance of AI tools in productivity is essential for leveraging their potential.
• Claude’s broad applicability and transformative potential make it a valuable asset in various tasks.
• The user experience plays a crucial role in technology adoption and effectiveness.
• AI tools are revolutionizing productivity by offering innovative solutions to complex problems.

The evolving nature of work and productivity

• The expectation that technology will reduce our workload may be misguided, as it often leads to increased demands for output.

• The leisured week or day that we thought technology would deliver us into perhaps is not gonna work like that.

  — David Mattin

• Technology’s impact on productivity challenges common beliefs about work-life balance.
• The demand for more and better output may increase as technology advances.
• Understanding the impact of AI and technology on productivity is crucial for managing work expectations.
• The evolving nature of work requires adapting to new productivity paradigms.
• Society must navigate the balance between technological advancements and workload demands.
• The future of work will be shaped by the interplay between technology and productivity expectations.

Disclosure: This article was edited by Editorial Team. For more information on how we create and review content, see our Editorial Policy.