The Chicken, the Egg, and the Algorithm |
Some argue that the real dangers related to AI are systemic; others insist the problem is individual.
Meaningful change in the human-AI relationship requires investment at the level of the person and the system.
Individual awareness can't redesign an algorithm; algorithmic redesign can't cultivate judgment for wise use.
Here is a question humanity keeps stumbling over, regardless of the domain: Do we change people first, or the systems they inhabit? Do we fix the individual before fixing the institution, or the institution before the individual? The question sounds reasonable. De facto, it is a trap.
The chicken-and-egg conundrum is seductive because it offers an alibi. It lets individuals say, “My behaviour doesn’t matter until the system changes,” and lets institutions say, “We’ll act when people are ready.” In practice, both groups wait indefinitely, and the window of possibility quietly closes. This dynamic appears, with painful reliability, in two of the defining challenges of our time: the climate emergency and the accelerating integration of artificial intelligence (AI) into every layer of daily life.
Same Argument, Different Epochs
For decades, the climate debate has been cleaved into two camps that rarely speak honestly to each other. One says the problem is fundamentally structural: fossil fuel subsidies, extractivist economics, regulatory capture by carbon-intensive industries. The other says culture and individual behaviour are the levers—eat less meat, fly less, consume more deliberately and waste less. Both are right. Yet each tends to use its own correctness as a reason to dismiss the other.
A new article in Nature Climate Change cuts through this false binary. Climate discourse, the authors argue, too often frames individual behaviour and systems change as separate, competing pathways. Their alternative proposition: Social change arises from individuals exercising agency within societal systems, and that agency should be actively leveraged—not opposed to systemic work but woven through it. A parallel 2026 study measuring “carbon capability”........