Weaponised data, ten years on: better, worse, and more dangerous than we imagined

Ten years ago, Nonprofit AF , in Weaponized data: How the obsession with data has been hurting marginalized communities, warned that nonprofits’ data obsession could dehumanise and harm marginalised communities, reducing lived experiences to reductive metrics, ignoring power dynamics, and prioritising funder dashboards. Now it’s 2025. Technology, AI, data regulation, and global politics have changed, but many threats have only intensified. What changed? What has improved Stronger legal guardrails (sometimes) Since GDPR (2018), Europe and other jurisdictions have enacted data protections that at least nominally strengthen consent and individual’s rights. Data-sharing rules and transparency mandates force nonprofits to be somewhat more accountable. ...

July 29, 2025 · 8 min

Zero-Sum politics in a world of sacrificial districts

In The Hunger Games, twenty-four children are forced to kill each other while the elites applaud. It was sold as dystopian fiction. The trouble is, it is looking more like current affairs with every passing news cycle. The real world, too, is structured like a zero-sum game, where one person’s gain is another’s loss. There are no mutual wins here, only trade-offs, casualties, and very profitable illusions. This article contends that global power operates not unlike the Capitol’s arena: a ritualised battleground in which marginalised regions, Gaza, the Congo, Yemen, Ukraine, are sacrificed to maintain the illusion of order and the comfort of hegemony. The names change. The rules do not. ...

July 22, 2025 · 6 min

The status quo is not neutral

The global system is less a well-oiled machine and more a Jenga tower of vested interests, teetering on the edge of collapse, but held together by the shared fear of losing one’s own block. It stays upright not by design brilliance, but by inertia, intimidation, and a stubborn refusal to imagine alternatives. As in … Inertia of the comfortable Those with power, states, corporations, elites, and multilateral institutions, are quite content, thank you. Change threatens their positions. So they: ...

July 22, 2025 · 8 min
A mockingjay made of circuit wires and broken earbuds, wings outstretched in front of a massive firewall wall covered in legal disclaimers, biometric scans, and opt-in checkboxes. Flames flicker around it, not rebellion, but branding.

The Hunger Games was a documentary?

At first glance, The Hunger Games seems like a dystopian romp designed for young adults who enjoy a bit of archery and a healthy disdain for authority. But dig deeper, and Suzanne Collins’ world is less allegory than blueprint. Panem is not merely fiction. It is a thinly veiled map of our geopolitical, economic, and psychological landscape. If you squint (or even if you do not), you can see the outlines of our own era: a decadent centre, exploited peripheries, staged conflict as entertainment, and rebellions whose success depends not on justice, but on optics. ...

July 22, 2025 · 14 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 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 · 6 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
An operating table under a harsh white light. Surgeons in academic robes dissect the word 'WOKE' with scalpels and annotated footnotes. Floating thought bubbles contain words like 'Garvey' and 'culture war.'

The strange afterlife of 'woke'

The term “woke” began its journey not as a fashionable slogan but as a survival mechanism within Black America. Its trajectory, from literal vigilance to political litmus test, reveals how language can be both weapon and shield. Survival and vigilance In its earliest uses, “woke” carried the weight of bodily survival and communal resistance. In 1923, Jamaican activist Marcus Garvey exhorted his diasporic audience with the cry, “Wake up Ethiopia! Wake up Africa!”, a metaphorical awakening to racial oppression and collective self-determination. You can still look for him in the WhirlWind. ...

July 20, 2025 · 5 min