August 7, 2026
Markets, memes, and machine-made doom
Working on Economics with Fable 5
An AI-written economics theory just dropped, and the crowd can’t decide if it’s genius or galaxy-brain fanfic
TLDR: A blogger says an AI-assisted economics theory suggests technology often pushes society toward worse outcomes, not better ones. Readers are torn between calling it a bold new idea and joking that it’s unverified AI-powered “economics fan fiction,” which is exactly why people are paying attention.
A blogger says months of back-and-forth with AI helper Fable 5 turned a tax-and-jobs data hobby into a full-blown theory of how technology changes work — and yes, there are two versions of it: one in plain English and one in more formal economist-speak. The big claim is spicy: tech doesn’t just occasionally cause pain, it may naturally drift toward making the economy worse over time, with the Industrial Revolution looking more like a weird exception than the rule. That alone was enough to send readers straight into debate mode.
The community reaction? Absolute split-screen chaos. One camp was impressed that the author openly showed the human-and-AI collaboration, calling it a fascinating peek at how ideas now get stress-tested in real time. The other camp basically yelled, “So we’re peer-reviewing vibes now?” Skeptics pounced on the “extremely not validated” disclaimer and joked that this was either the future of research or a very elaborate late-night blog spiral. Others got hung up on the biggest fight in the piece: whether “new jobs” are really new at all, or just old unmet needs that only become worth paying for later.
And yes, the jokes were flying. Commenters compared the theory to economics fan fiction, dunked on the idea of AI writing formal theory while humans provide the anecdotes, and memed the line about nobody paying for ancient coding “then or soon again.” The mood was part curiosity, part roast session, and very online.
Key Points
- •The article says the author developed an economics theory over several months, beginning with a data exercise on taxes, benefits, purchasing behavior, and labor supply.
- •The author used AI tools Opus and Fable during the process, and the work resulted in two written versions of the same theory.
- •Fable’s version is presented as a formal treatment similar to Daron Acemoglu and Pascual Restrepo’s task-based model.
- •The article’s main theoretical difference is that it merges reinstatement into augmentation rather than treating them as separate categories.
- •The author says the theory is not validated and argues that, under this model, technological progress tends to become harmful over time, with the industrial revolution described as a special case.