The Critical Loop

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A dark green board containing the outline of a human head alongside circuit boards and a hand, symbolising human dominating AI

ARE WE READY TO BECOME THE BOSSES OF AI AGENTS?

Agentic AI promises to take work off our hands. But if humans must supervise, verify and correct it, are we being freed from work, or trained to manage machines? Dr Fabio de Oliveira examines what happens when efficiency erodes the knowledge needed to judge it.

Two silhouetted heads face each other, linked by circuit lines and globes. A snowflake and sun symbolise differences in language and culture.

WILL AI REPLACE TRANSLATORS?

Claret Christensen traces the translation’s journey from an ancient bridge between cultures to an AI-assisted industry where experienced linguists face falling rates, insecure work and a troubling contradiction.

Images of events and locations depicting real people and and real settings

WILL AI SAVE OR DESTROY PHOTOGRAPHY?

From film to digital, photography has always evolved with technology. But generative AI presents a different challenge: images are created without ever witnessing the world. Dylan Garcia asks if photography will drown in a flood of synthetic sameness or if human input will be even more valuable.

Computer screens in a library room

DO YOU REALLY NEED THAT AI COURSE?

As AI learning options multiply, mid-career professionals are being sold knowledge, structure, credibility and career security as though they were the same thing. While some courses offer real value, others may offer little more.