An enterprise document agent gets priced as a reader. A licence per seat, ingestion per gigabyte, an integration project, perhaps a governance workshop to reassure the records manager. What it changes, though, is not the reading; it is the nature of the estate. A document estate was never only storage. It was a system …
The agent has been doing this for eight months. It reads approved tickets, renders them into firewall configuration, verifies the result against intent, and closes the loop. It is good at the job: faster than the network team it replaced, and it does not mistype an address at the end of a long shift. A change ticket ar…
The hinge ended with a person doing the comparing: for example, an analyst who takes what the systems report, holds it against what is actually happening, and decides which of the two to believe. Route around that job in one place and it reappears in another. So the obvious next proposal: give the comparing to a model.…
Cassie Kozyrkov’s question is a good one: if machines now do the doing, what is left for leadership? Her answer is attention. Leadership becomes the design of what machines notice, optimise and repeat. That is a useful shift, but the argument becomes more interesting if Ashby’s law and Lewin’s field theory are read a l…
The assistant went live on a Tuesday, indexed the intranet, and was asked by somebody about to resign what notice period applies. It answered three months, quoting a policy page from 2019. The answer has been one month since the 2022 handbook. The pilot review recorded a hallucination. The model had not hallucinated. I…
Bestuurlijke instrumenten beoordelen toestanden. Een toets, accreditatie of kader stelt vast of iets op een bepaald moment in de juiste staat verkeert, en ontleent zijn waarde aan de aanname dat die toestand stabiel blijft tot het volgende toetsmoment. Dat werkt zolang de eigenschap waar het om gaat berust op een stabi…
I am inviting you to the Indigo Observatory, a peculiar corner of the internet where current events get filtered through Discworld metaphors, and where watching the status quo maintain itself becomes both entertaining and only slightly depressing. If you are looking for breathless enthusiasm about how technology and po…
In one corner, we have Demis Hassabis, CEO of DeepMind, telling The Guardian in 2024 that AI will be “10 times bigger than the Industrial Revolution.” Disruption is inevitable, he says, but humanity will adapt, as it always does. The challenge is simply to manage the turbulence. In the other corner, we have Joseph Weiz…
In 1991, The Tech at MIT published an interview with Joseph Weizenbaum, the computer scientist best known for creating ELIZA and later becoming one of the field’s sharpest internal critics. Speaking with Diana ben‑Aaron, he dissected the role of computers in education, their entanglement with the military, and the ethi…
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…
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…
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.…
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…
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…
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 …
Humanity has always stared into the void and asked, “Why are we here?”, usually followed by, “And who’s responsible for all this?” Whether whispered to trees, inscribed in sacred texts, or processed through quantum servers, the search for meaning has been relentless, imaginative, and often contradictory. What follows i…
In 2025, the financial sector continues its courtship with generative AI, hoping it will finally make compliance less of a bureaucratic slog. According to Global Relay’s State of AI in Surveillance Report 2025, attitudes are thawing: there’s been a 19% drop in firms reluctant to implement AI. Apparently, nothing eases …
How I lost my mind (and won an AI war) for a depressed octopus office worker: a tale of shrimp, sharks, and prompt-engineering madness. Chapter 1: The vision To understand what fake imagery can look like, one has to do it. So I investigated these AI image creators. And browsing around it began, as all terrible ideas do…