The future will surprise us. Be prepared.

When scenario planning practitioners and others speak of “looking forward”, they don’t mean prediction. Forecasting implies we know where we’re going, while scenario planning admits we do not. Looking forward is not clairvoyance, nor is it the worship of trend graphs. It is not about guessing which shiny technology or …

October 29, 2025 · 3 min

Futures of AI: Symbiosis, turbulence, or displacement, or something completely different?

As AI systems gallop into the mainstream, humanity is left staggering somewhere behind, still deciding whether it is riding a horse or being trampled by one. The outcomes are not fixed. But the trajectories are becoming harder to ignore. We explored some speculative futures within the box, Human-AI symbiosis, Turbulent…

July 21, 2025 · 5 min
A futuristic building in the shape of a data stack, with each layer representing a halted phase of AI development: machine learning, neural networks, general intelligence. Each level more incomplete than the last. Signs of abandonment, cranes frozen mid-air, architectural plans strewn across a cracked smart glass wall. Above, a billboard shows a serene Earth with the slogan: “We chose balance.

The Great Pullback (best case)

It is fashionable to believe that technological progress is inevitable, and that artificial intelligence will, barring catastrophe, continue its relentless march forward. But there is a future, quietly lurking just beyond the smug grins of Silicon Valley keynote speeches, where AI does not progress much further at all.…

July 21, 2025 · 4 min

Dystopian displacement (worst case)

Elena remembered when the world still made some sort of sense. Not much, admittedly, it had always teetered somewhere between absurd and unbearable, but at least back then, she could lie to herself about having a job, a future, or a say in how things turned out. Now, her morning routine involved checking two things: wh…

July 21, 2025 · 4 min

Turbulent coexistence (likely case)

Elijah never quite knew how to answer the question, “So, what do you do?” He could say AI liaison, but that sounded pompous and vaguely sinister. He could say digital compliance coordinator, but even his mother snorted at that one. In truth, he spent most of his days arguing with regulatory software about whether the h…

July 21, 2025 · 4 min

Human-AI symbiosis (best case)

Pau was late, again, thanks to the AI-run tram that insisted on pausing for precisely 12.4 seconds at each station “for optimal urban harmony.” “Urban harmony my arse,” he muttered, stepping out into Barcelona’s midday sun, which was now neatly moderated by micro-reflective paint and smart algae rooftops. Somewhere, a …

July 21, 2025 · 4 min

The art of pretending we know what’s coming

Scenario Planning, 2013. Observable Misery, 2022. Obliviousness and congruence Let’s start with the obvious: all scenario planning is fantasy. Dressed up, data-driven fantasy, but fantasy nonetheless. No crystal balls involved, just a lot of graphs, jargon, and people nodding solemnly in conference rooms. And what most…

April 25, 2022 · 5 min