From Cheap Intelligence: What Freedom Looks Like When Labor Is Free — a short book on why freedom on paper isn't freedom in practice, and what cheap AI does to the gap.
If you want to understand universal basic income and post-work economics without wading through policy PDFs, start with six books: Rutger Bregman's Utopia for Realists for the vision, Annie Lowrey's Give People Money for the mechanics, Pavlina Tcherneva's The Case for a Job Guarantee for the strongest alternative to UBI, David Graeber's Bullshit Jobs for why the question matters, and Aaron Bastani and Paul Mason for the techno-optimist wing. Read Tcherneva against Bregman and you'll see the real debate.
Disclosure: Spencer Shulem, who runs this blog, wrote one of the books mentioned below — Cheap Intelligence (2026). It is kept out of the numbered list and put in a clearly marked section at the end. The other six were chosen because each makes a distinct, load-bearing argument you can't get from the others.
| Book | Who it's for | The one idea |
|---|---|---|
| Utopia for Realists | The newcomer who wants the case, made vividly | Poverty is a lack of cash, not a lack of character |
| Give People Money | The reader who wants reporting over ideology | UBI is many different policies wearing one name |
| The Case for a Job Guarantee | Anyone who thinks UBI is obviously the answer | Guarantee work, not just income |
| Bullshit Jobs | People who suspect their own job is pointless | Much modern work exists to keep us working |
| Fully Automated Luxury Communism | The techno-optimist | Automation could mean abundance for all |
| PostCapitalism | The systems thinker | Information wants to be free, and that breaks markets |
1. Utopia for Realists — Rutger Bregman (2016)
Read this if you're new to the idea and want the argument made with energy, history and a straight face.
Bregman's book is the on-ramp. He walks through Nixon's near-miss with a basic income, the Mincome experiment in Dauphin, Manitoba, and the recurring finding that when you give poor people money, they mostly spend it wisely. His signature move is treating utopian ideas as practical proposals rather than daydreams.
"Poverty is not a lack of character. It's a lack of cash."
The drawback: it's a rhetorical book, not a rigorous one. Bregman is a storyteller, and the evidence he cites is real but curated for persuasion. Read it to get excited; read Lowrey and Tcherneva to get skeptical again. See Bregman's work at The Correspondent for more of the same style.
2. Give People Money — Annie Lowrey (2018)
Read this if you're tired of advocacy and want a reporter who visited the pilots.
Lowrey, a writer for The Atlantic, reports from Kenya, India and the US. Her most useful contribution is showing that "UBI" describes a dozen contradictory policies — a libertarian version that replaces the welfare state, and a progressive version that expands it, share a name but almost nothing else. That distinction is where most UBI arguments quietly go wrong.
"A UBI is an ethos as much as it is a technocratic policy proposal."
The drawback: Lowrey is a synthesizer, not a modeler. If you want the fiscal arithmetic — how you'd actually pay for it at scale — you'll need to look elsewhere. She raises the hard questions more than she answers them. Publisher page: Give People Money.
3. The Case for a Job Guarantee — Pavlina Tcherneva (2020)
Read this if you're convinced UBI is the answer and want the strongest reason it might not be.
This is the essential counterweight. Tcherneva, an economist at Bard's Levy Institute, argues that the state should guarantee a job to anyone who wants one rather than send everyone a check. Her case: work provides structure, dignity and community that cash doesn't, and a guarantee sets a wage-and-conditions floor the private market has to beat. It's not a strawman version of the debate — it's the real one.
"Unemployment is a policy choice."
The drawback: it's short and openly advocacy. Tcherneva underplays the administrative nightmare of inventing millions of useful jobs, and readers who found Bullshit Jobs persuasive will wonder whether a job guarantee just manufactures more of them. Publisher: Polity.
4. Bullshit Jobs — David Graeber (2018)
Read this if you're quietly certain your own job produces nothing of value.
Graeber, the late anthropologist, expanded a viral 2013 essay into a full theory: a huge share of modern work exists for its own sake — box-tickers, taskmasters, flunkies — and everyone doing it knows. His argument reframes the whole debate. If much work is already pointless, the fear that people "won't do anything" after UBI looks weaker. You can read the original essay free.
"Huge swathes of people, in Europe and North America in particular, spend their entire working lives performing tasks they secretly believe do not really need to be performed."
The drawback: the evidence is mostly self-reported and anecdotal. Later survey work has questioned how many jobs workers truly find useless. It's a brilliant provocation resting on thin data — enjoy the argument, distrust the percentages.
5. Fully Automated Luxury Communism — Aaron Bastani (2019)
Read this if you're a techno-optimist who wants the maximalist version.
Bastani argues that automation, cheap energy and synthetic everything could collapse the cost of the essentials to near zero — and that we should organize society around that abundance rather than clinging to scarcity-era jobs. It's the most swing-for-the-fences book on this list, half manifesto and half science fiction that insists it isn't.
"Consider three tenets of the emerging world: there is too much of everything."
The drawback: the technology is doing enormous, unearned work here. Bastani assumes breakthroughs (asteroid mining, gene therapy at scale) that are decades from proven. Read it for the imaginative ceiling, not the timeline. Publisher: Verso.
6. PostCapitalism — Paul Mason (2015)
Read this if you're a systems thinker who wants the economics of free information.
Mason argues that information goods want to be free — the marginal cost of copying is roughly zero — and that this quietly corrodes the price mechanism capitalism runs on. He leans on the idea of long economic waves and reads networked, non-market production (open source, Wikipedia) as the early shape of what comes next.
"Information is different from every previous technology."
The drawback: the theoretical scaffolding — Kondratieff waves, a revived labor theory of value — is contested, and Mason stacks a lot on it. The diagnosis is sharper than the forecast. More via Penguin.
If you only read one?
Read two, and read them against each other: Bregman's Utopia for Realists and Tcherneva's The Case for a Job Guarantee. One says give people money and trust them; the other says give people work and dignity. The gap between those two sentences is the entire post-work debate, and neither side has settled it. If you can only read one, make it Lowrey's Give People Money — it's the most honest about how contested the evidence still is.
Rule of thumb: when a book on this subject sounds certain, check whether its confidence comes from data or from a good sentence.
How honest is the evidence here?
Thinner than most of these authors admit. The pilots are small, short and self-selected. Dauphin ran in the 1970s; the Kenyan GiveDirectly and Stockton SEED trials are recent and encouraging but limited. Almost nothing tells us what a permanent, universal, nationwide basic income does to prices, work, or meaning over decades — because no one has run it. Graeber's percentages are guesses. Bastani's technology is a forecast. Treat the strong claims on all sides as hypotheses, not findings.
How I chose these
Three filters. Each book had to make a distinct argument (no two saying the same thing). Each had to be real reporting, real economics, or a genuinely new frame — not a repackaged blog post. And the set as a whole had to include the honest opposition, which is why Tcherneva sits next to Bregman instead of being left out.
The one I wrote: Cheap Intelligence (2026)
Full disclosure again: this one is mine, so weigh it accordingly. Cheap Intelligence is a short argument — roughly 15,000 words, one sitting — about what happens to work when the cost of thinking drops toward zero, the way earlier revolutions dropped the cost of muscle. It's a provocation, not scholarship. It does not belong in the same weight class as Piketty, Acemoglu or the economists above, and it doesn't try to.
Note: I'm not going to fake a quote from my own book. It argues, briefly, that "what will people do" is the wrong question — the interesting one is what happens to status and identity when competence stops being scarce.
Read something else instead if: you want data, policy design, or fiscal modeling. For the reader who needs to actually cost out a program or argue with a skeptic, Lowrey and Tcherneva will serve you far better — read them first and treat mine as the after-dinner argument.
If you like arguments that fit in your head — like why "what will people do after work?" might be the wrong question — subscribe to Context Limit and the next one will find you.