Digital Metamorphosis: How AI is Reshaping the Translation Industry

The AI in translation industry is facing a 98% task-coverage threshold that is redefining the role of professional linguists. This analysis explores the shift toward automated volume, the risks of "good enough" machine output, and why human nuance remains the ultimate fail-safe.
A digital globe dissolving into flowing data streams in blue and orange tones, representing the global translation industry and digital language processing.

The Role of Education in the Age of AI

What happens when we stop asking what AI can do for education and begin questioning what education is for in an age of accelerating technological change? At the intersection of critical pedagogy, peace education, and the metacrisis, new possibilities for learning — and unlearning — begin to emerge.
Child reading on a tablet with digital elements, illustrating education in the age of AI.

Convenience at What Cost? The Hidden Price of Quick Commerce

Convenience has become so normal that we no longer question what it depends on. This article explores how quick commerce trades speed for labour dignity, social connection, and sustainability.
A delivery worker wearing a helmet and backpack stands on a blurred city street at night, looking down at a smartphone, illustrating the hidden labor behind quick commerce and ultra-fast delivery services.

The Inevitability Myth: How AI Narratives Erode Democratic Choice

From 'inevitable AI' to doomsday warnings, the tech industry tells powerful stories about our digital destiny. This piece reveals how these narratives influence politics, profits, and who gets to shape our collective future.
Stylised human profile made of interconnected blue lines and orange light particles, symbolising AI narratives.

The AI Bubble Could Burst Beyond Wall Street

Among financial analysts, there are increasing concerns of an AI bubble. This article explores the circular financing dynamics of major AI firms, and the wider risks that a market correction can bring on societies and democracies worldwide.

Food For Thought

Abstract black scratch-style illustration resembling a mushroom cloud explosion, evoking the oppenheimer test, drawn with chaotic charcoal-like lines on a light background.

The Oppenheimer Test

Every system reaches a point where its makers lose the ability to contain it. Oppenheimer faced it in 1945. Artificial intelligence is moving toward the same line, where control slips and responsibility spreads to those forced to live with the consequences.
Black ink sketch of a atlas figure under chaotic strokes, symbolising the weight of AI in warfare and the loss of human hesitation.

No Target, No Trigger, No Mercy

In 1943, a German pilot spared a shattered Allied bomber, choosing mercy where orders demanded execution. AI in warfare would not have paused. It would have scanned, confirmed, and fired, not from hatred but from code. Humans still draw fragile lines in war: a flag, a hand, a refusal. Machines do not see lines, only patterns, and once flagged as enemy, context collapses.
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