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 coexistence, and Dystopian displacement—as thought experiments and cautionary tales. Each story reflects plausible developments rooted in today’s technological, political, and economic fault lines. None are entirely fiction. And none are inevitable. ...

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. Not because of some singularity, nor because we all upload our brains into the cloud, but because we collectively decide: “That is quite enough, thank you.” ...

July 21, 2025 · 5 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: whether the universal basic income had landed in her bank account (it had not), and whether the nearest AI surveillance drone was watching (it was). ...

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 hospital’s cancer diagnostics model violated EU data transparency directives or merely flirted with them. It was 2028, and Elijah worked at a hospital that could diagnose rare cancers with 99% accuracy. The machine—he refused to call it a colleague—could parse blood data, family history, and MRI scans in seconds. It was not always right, but it was close enough that human oversight had become more symbolic than necessary. ...

July 21, 2025 · 5 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 city-wide AI had just nudged the temperature down a degree using a predictive cloud-seeding protocol. It was not magic. It just felt that way. ...

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 digital scenarios consistently overlook is the actual state of the world. You know—finite planet, finite resources, that sort of inconvenient reality. Likely effects Economic development might slow down, unless you’re a transnational behemoth with a flair for tax evasion and a fondness for shareholder value. Employees are already being told to “make do with less”—which in practice means being set up to fail and then blamed for it. Burnout, frustration, and plunging performance are the inevitable side effects of pretending scarcity isn’t a thing. ...

April 25, 2022 · 5 min