Imagine if we spent all our time worrying about whether a machine could write poetry like Shakespeare, while completely missing the fact that it was already rewriting the rules of global warfare or the entire world economy. In this episode, we dive into a landmark paper that argues our obsession with 'human-level intelligence' might be a massive category error. Instead of asking how smart AI is, we should be asking how much it is about to change the way we live [1, 2].

Ross Gruetzemacher and Jess Whittlestone propose a new framework to help us make sense of this shift. They move away from vague terms like 'Artificial General Intelligence' and introduce 'Transformative AI' (TAI), defined not by cognitive ability but by its power to create practically irreversible change in societal trajectories [3, 4]. By drawing on historical parallels like the industrial revolution and the invention of nuclear weapons, the authors provide a clear taxonomy for the different ways AI might disrupt our future [5, 6].

This framework isn't just academic—it is a tool for policymakers and researchers to prioritize the risks and opportunities that matter most before they become 'locked-in' to our social fabric [11, 12]. Tune in as we unpack how to distinguish between hype and history-making technology.

Ref:
Ross Gruetzemacher, Jess Whittlestone. The transformative potential of artificial intelligence. Futures, 135, 2022, 102884. ISSN 0016-3287. https://doi.org/10.1016/j.futures.2021.102884

Have you ever wondered why we talk about computers 'learning' or 'thinking' as if they were alive? It turns out that our fascination—and fear—of intelligent machines isn't a modern phenomenon; it is a story thousands of years in the making.

In this episode, we dive into a deep genealogical study that traces our relationship with artificial intelligence over a staggering 5,000-year timeline. Using the Causal Layered Analysis framework, the research peels back the superficial headlines of job loss and utopian efficiency to reveal the deep-seated worldviews and myths that have guided human-machine interaction since the time of ancient Sumer. We explore how the quest for 'advantage'—whether military, capitalist, or intellectual—has consistently redirected the path of technological evolution.

We examine five major historical 'discontinuities' where our understanding of intelligence underwent a paradigm shift, from the mechanization of the body during the Industrial Revolution to our current era of data-driven hope and vulnerability. The paper argues that AI development is a cyclical journey, and by understanding the stories we’ve told in the past, we can better navigate the transition toward a future where technology serves as a humanitarian partner rather than a source of displacement.

Tune in as we unpack how changing the underlying myths of our machines might be the key to a flourishing future.

Ref:
Elissa Farrow. To Augment Human Capacity—Artificial Intelligence Evolution through Causal Layered Analysis. Futures, 2019. ISSN 0016-3287. https://doi.org/10.1016/j.futures.2019.02.022

Have you ever wondered why truly transformative ideas often struggle to survive the 'real world' of budgets and bureaucracy, while aging systems seem to cling to life long after they've stopped working? It’s a tension every leader and strategist feels: the pull between keeping the lights on today and preparing for a radically different tomorrow.

In this episode, we dive into a foundational paper that introduces the "Three Horizons" framework—a tool designed specifically to bridge the gap between long-term visioning and immediate strategic action. Rather than viewing the future as a distant point on a map, the authors argue that the future is already here in the form of "pockets" of innovation that are currently fighting for space against a declining status quo. By mapping out three distinct "horizons" of change, the paper provides a language for understanding the friction between maintaining the present and birthing the future.

We unpack the specific mechanics of the "Triangle of Change," where policy and strategy conflicts are played out, and explore how the "social shaping" of technology determines which innovations eventually become the new normal. Whether you are navigating a shift in the energy sector or trying to disrupt an entire industry, this framework offers a way to see through the noise of the present to the structural shifts occurring just beneath the surface.

Tune in to discover how to navigate the messy transitions of our time and turn disruptive change into a strategic advantage.

Ref:
Andrew Curry, Anthony Hodgson. Seeing in Multiple Horizons: Connecting Futures to Strategy. Journal of Futures Studies, 13(1), 2008, 1-20.

Have you ever looked at a news headline and felt like you were only seeing the tip of the iceberg? We’re often told that the future is a matter of predicting trends, but what if the most powerful way to change the world is to look beneath the data at the myths and metaphors that hold our current reality in place?

In this episode, we explore Sohail Inayatullah’s foundational work on a vertical research methodology designed to create transformative spaces for alternative futures. Rather than treating the future as something to be forecasted through horizontal trends, this approach "undefines" the present to open up new possibilities. By moving beyond surface-level observations, researchers can deconstruct how certain problems are framed and identify the hidden power structures that benefit from the status quo.

We break down the four distinct layers of this framework—from the data-heavy "litany" of daily news to the deep-seated collective archetypes of "myth and metaphor." Through a series of fascinating case studies, including the future of the United Nations and the shifting role of higher education, we see how changing the story at the deepest level can lead to radically different policy outcomes and more inclusive ways of knowing.

Tune in as we peel back the layers of the present to discover the hidden stories shaping our tomorrow.

Ref:
Sohail Inayatullah. CAUSAL LAYERED ANALYSIS: Poststructuralism as method. Futures, 30, 1998, 815–829. ISSN 0016–3287.

Have you ever found yourself halfway through a difficult assignment, wondering if any of this actually matters for your future? It’s a common struggle, but what if the simple act of how you imagine that future is the deciding factor in whether you succeed or burn out?

In this episode, we dive into a landmark systematic review that explores the cognitive bridge between today’s effort and tomorrow’s rewards. While we often talk about "grit" or "intelligence," this research shifts the focus to future-oriented thinking—our ability to mentally project ourselves into hypothetical states. By synthesizing over two decades of research across 21 high-quality studies, the authors investigate whether being a "future-focused" person is just a personality trait or a skill that can be trained to boost grades and engagement.

The findings reveal a compelling distinction between merely dreaming of success and strategically planning for it. The review highlights that students who vividly connect their current actions to specific future identities not only perform better academically but are also more resilient against obstacles. We’ll discuss the "Possible Selves" framework and the power of "Mental Contrasting," a technique that pairs optimistic goals with a realistic look at the hurdles in the way. It turns out that a little bit of "temporal distancing" might be exactly what students need to navigate the long, often unrewarded haul of a multi-year degree.

Tune in to discover why your mental "time machine" might be your most powerful academic tool.

Ref:
Simon Pawlak, Ahmed A. Moustafa. A systematic review of the impact of future-oriented thinking on academic outcomes. Frontiers in Psychology, 14, 2023, 1190546. https://doi.org/10.3389/fpsyg.2023.1190546

Imagine standing before a board of senior executives in 1968 and suggesting that their rigid five-year plan is fundamentally flawed because it ignores global uncertainty. In response, you are met with a "deathly silence" and a stern order from the top never to attempt such changes again [1, 2]. This isn't just a hypothetical scenario; it's the opening act of a transformation that eventually turned Shell into the global standard for strategic foresight [3, 4]. However, as this episode’s paper reveals, the legendary success story we think we know is far more complicated and fraught with internal conflict than the textbooks suggest [5, 6].

In this deep dive, a former Shell Chief Economist provides a rare, insider’s critique of the company's pioneering scenario work during the turbulent 1970s [3, 7]. While the "official" narrative often celebrates Shell for "shooting the rapids" and seeing the future, this account highlights the critical blind spots—from failing to anticipate the massive macroeconomic fallout of oil shocks to dismissing realistic "crisis" scenarios simply because they were deemed "unsuitable" for long-term planning [5, 8, 9]. It’s a fascinating look at the friction between innovative thinking and corporate conservatism [10, 11].

By revisiting unpublished internal documents and the firsthand experiences of the team, the author challenges us to rethink how we build foresight capacity today [3, 12]. We explore the dangers of over-relying on charismatic leaders, the importance of learning from economic history, and why the decision to abandon "medium-term" scenarios was a strategic blunder that hampered the organization for years [13-15].

Tune in as we unpack the hidden history of the 1970s oil shocks and the hard-won lessons for today’s uncertain world.

Ref:
Michael Jefferson. Shell scenarios: What really happened in the 1970s and what may be learned for current world prospects. Technological Forecasting & Social Change, 79, 2012, 186–197. ISSN 0040-1625. https://doi.org/10.1016/j.techfore.2011.08.007

Imagine you’re trying to fix a plane while it's still in the air. You need the mechanics to keep it flying, but you also need the designers working on the next generation of carbon-neutral aircraft, and the entrepreneurs figuring out how to fund the transition. Usually, these groups just argue—but what if they had a shared language to turn that conflict into a roadmap for systemic change?

This episode explores a foundational paper in the futures field that moves beyond predicting what might happen to focus on how we actually facilitate transformation. The authors present a method for structured dialogue that helps groups navigate the tension between 'business as usual' and the visionary futures we aspire to. Unlike traditional forecasting that treats the future as a distant destination, this approach views the future as a quality already present in our current actions, allowing us to identify which innovations are merely propping up old systems and which are truly paving the way for the new.

Drawing on decades of real-world facilitation, the study unpacks how to develop 'future consciousness'—a collective awareness of the potential for change in the present moment. By distinguishing between incremental fixes and transformative shifts, and by making the power dynamics of different stakeholders explicit, the authors provide a practical toolkit for anyone facing 'wicked' problems. This isn't just about theory; it's about the practical wisdom, or phronesis, required to move from sense-making to strategic action.

Tune in as we unpack how these three horizons can help you find hope and agency in an era of overwhelming complexity.

Ref:
Bill Sharpe, Anthony Hodgson, Graham Leicester, Andrew Lyon, and Ioan Fazey. Three horizons: a pathways practice for transformation. Ecology and Society, 21(2), 2016, 47. https://doi.org/10.5751/ES-08388-210247

Have you ever felt like a well-intentioned project was doing great work, only to realize later it was just helping the old system run a bit more efficiently? It’s a common frustration in futures work: we aim for a revolution but end up with an upgrade. This tension is at the heart of today’s deep dive, which moves beyond the theoretical 'what' of system change to the practical 'how' of navigating the messy, often resistant reality of societal transformation.

Using the Three Horizons framework, the authors identify four distinct patterns—or archetypes—of how systems actually change. While we often dream of a 'Smooth Transition,' the paper reveals that we are much more likely to encounter 'Capture and Extension' by current power players, 'Investment Bubbles' driven by hype, or even 'Collapse and Renewal.' By mapping these dynamics, the research provides a roadmap for 'stewardship,' a mode of leadership that prioritizes long-term care and systemic health over linear control.

This episode explores how to keep your transformative goals from being swallowed by the status quo. We discuss why a manager's need for stability is just as vital as a visionary's ambition, and why 'success in the middle' might actually be a warning sign that your project has been co-opted. It's an essential guide for anyone trying to bridge the gap between the world we have and the regenerative future we need.

Tune in as we unpack the art of stewarding deep system change.

Ref:
I. Fazey, G. Leicester. Archetypes of system transition and transformation: Six lessons for stewarding change. Energy Research & Social Science, 91, 2022, 102646. ISSN 2214-6296. https://doi.org/10.1016/j.erss.2022.102646

Have you ever considered that the very way you speak might be preventing you from imagining a different world? [1, 2] In East Asian languages, the lack of a simple plural suffix means that discussions about "the future" almost always default to a single, unavoidable destination. [3, 4] This research investigates how linguistic structures in Korea, Japan, and China create a "futures gap," leaving the general public to see only one pre-determined path while professional futurists struggle to communicate the existence of many. [5, 6]

The study explores how traditional Sino-character notation deemphasizes plurality, a linguistic convention that mirrors deep-seated Confucian values of a single, true path. [7, 8] While Western research relies on the plural "s" to signal multiple possibilities, East Asian translations often collapse these into the singular, stripping the field of its core emphasis on diversity and choice. [9-11] This isn't just a grammatical technicality; it’s a barrier that isolates the lay public from participating in the creation of alternative societal visions. [5, 12]

To bridge this divide, a semiotic intervention is proposed: coining a new, standardized term—"multi-future"—that is visually and aurally distinct from the singular form. [1, 13] By consciously choosing prefixes that denote plurality, East Asian futurists can build a stronger "formula of delivery" to popularize pluralistic thinking. [14, 15] The goal is to move past a monolithic mindset and allow a hundred schools of thought to contend for the world to come. [16, 17]

Tune in as we unpack why a simple prefix might be the most powerful tool for social change in the 21st century.

Ref:
Bae, Ilhan. Shaping futures in Sino-character: What’s in a name of East Asian futures studies? Futures, 63, 2014, 101–111. ISSN 0016-3287. https://doi.org/10.1016/j.futures.2014.08.007

Have you ever wondered if "predicting the future" can actually be taught in a classroom, or if every futurist is just making it up as they go? For an emerging discipline, the lack of a standardized curriculum can often feel like a barrier to professional legitimacy. This episode explores the efforts of the University Foresight Network to uncover the shared foundations beneath diverse academic approaches to foresight and strategic planning [1, 2].

In this paper, Peter Bishop details a collaborative investigation involving five major global programs—including the well-known "Manoa School" in Hawaii and the University of Houston—to determine if they are teaching a common core [3, 4]. While each program brings its own unique flavor, from experiential artifacts to philosophically explicit lists, the study uncovers a surprising level of consensus on the essential theories, frameworks, and methods that prepare students for careers in the field [2, 5].

Establishing this common ground is more than just an academic exercise; it is a vital step toward the credibility and accreditation of the foresight profession [6]. By documenting these shared concepts, methods, and professional skills, the work provides a blueprint for how a nascent field matures into a recognized discipline with sound principles [6].

Tune in to discover how the experts are building the blueprint for tomorrow's foresight education.

Ref:
Peter Bishop. The University Foresight Network: The Search for Common Ground among Foresight Educators. World Future Review, 8(1), 2016, 6–11. https://doi.org/10.1177/1946756715627371