Blog · Topic

AI, work and society

How AI changes work, learning and the economy, and which risks deserve to be taken seriously.

More articles

Code-generated illustration: Cloudflare OS brings different tools together on a shared foundation of execution, data and access.
AI, work and society

Cloudflare OS: a home for your own tools

We tried Cloudflare OS at Codin: an environment for creating small applications with AI, adapting them and sharing them. Our CRM is a first example.

A glass sphere with a network inside connects through thin threads to a key, a terminal, coins, a document, a server and a speech bubble; each thread passes through a small control arch and one of them is frayed. Conceptual illustration.
AI, work and society

Which capabilities would make LLMs more dangerous?

Six capabilities for understanding future LLM risks: the dangers they could enable, the evidence available and what is still missing from the most serious scenarios.

Illustration of two compact servers beside a laptop showing task and payment confirmation, in warm light.
AI, work and society

When an AI can pay its own bill

The important threshold for an AI agent may not be consciousness or superintelligence, but the ability to obtain resources, remain active and reconstruct itself without a clear owner.

A modular interface forms from fine threads and breaks into small pieces after completing its task.
AI, work and society

When software lasts as long as the problem

Single-use apps propose generating software for a specific need and discarding it afterwards. The interesting idea is not producing more applications, but deciding which parts of software need to last.

A hand draws geometric figures while abstract mint layers represent AI assistance.
AI, work and society

AI can improve an assignment and harm learning

A study of 26,811 students found better homework in less time but worse exams. The issue is not simply using AI, but which effort it replaces.