There is a room in my flat with more toys than my two boys could meaningfully play with in a year. They are not spoiled by any usual standards - this is what childhood in a developed country looks like. The toys mostly sit there. The scarce ingredient of their play was never the toy. It was attention, the unhurried hour, the absence of stimulus, to be bored long enough for imagination to kick in. Many adults I know live in a scaled-up version of the same room - closets full of gear, gadgets, subscriptions. We own more than we can attend to.

And looking around me I see people struggling, busy, glued to a screen more often than not, always distracted. Am I immune to this? Not at all, guilty as charged. I’m doing my best. But why is our attention so fleeting? Do we have to content ourselves with accepting such a distracted state as a fact of life? We are likely living in the best time ever to be alive yet many are drowning in depression. Why is that? A Netflix executive once claimed they compete with sleep and they are winning. TikTok is now being examined for breach of the EU digital rules. Our attention and consequently the quality of our lives is at stake.

Let’s get the definition out of the way, by attention I mean something rather specific: the finite hours a day and the agency to decide what they’re spent on, the capacity to choose what deserves our presence, before that choice gets made for us by the designs built to bypass our defenses.

I am not saying that consumption is bad or that abundance failed us. Extreme poverty has fallen from nearly four in ten people in 1990 to roughly one in ten today, a genuine miracle that still requires continuous attention to finally close the chapter of extreme poverty. World has gotten better on many accounts. Many problems are now problems of the past in the developed world: hunger, diseases, (wars), subsisting on hard farming work. Have we solved all the problems? Not yet. I claim that attention - not money, not goods - is becoming the binding constraint of a good life. Businesses compete for the same finite pool of hours we have and for our agency to use them. An economy that grows by capturing more of such attention drains what its own citizens need to live well. And it seems we have built such an economy. Attention became commoditized - hunted, tracked, sliced, sold. The damage is real. Less attention means less rest, relationships, presence with our children. Is this an acceptable trade off? Could we protect our attention with instruments that already exist?

And the problem is much older than I thought. Staffan Linder observed in 1970 that consumption requires time, as goods multiply but hours don’t, the yield of each possession falls. Herbert Simon added a year later that a wealth of information creates a poverty of attention. Neither could foresaw what was to come: a trillion-dollars-a-year industry built to capture the agency both researchers assumed people would keep.

The arms race

What causes the run for our attention? A firm in a saturated market, which is most consumer markets in rich countries, grows by a combination of improving its product, cutting its price, or outspending its rivals on marketing. Informative advertising, that the product exists and what it is, is genuinely useful. I have no problem with the bakery’s sign. But saturated-market advertising is often combative. As it cannot expand demand, it fights over a fixed pie, each company’s spending cancelled by its rivals’. Nobody can stop unilaterally without losing their market share, a variant of prisoner’s dilemma, a Nash equilibrium in which enormous resources are burned to move very little and we get caught in the cross-fire.

The current race for customers consumed over a trillion dollars in 2025, about one percent of world GDP, three-quarters digital, with Alphabet, Meta, and Amazon capturing more than half of all ad spend outside China. The broader marketing apparatus (affiliate, influencers, etc.) plausibly doubles the figure. That’s a lot of money allocated to capture our attention, creating ever increasing demand for it with unintended consequences. The race produced businesses whose product is engineered engagement itself - feeds optimized for time-on-site, autoplay, infinite scroll, notifications tuned to variable reward exploiting weaknesses of our psychology. The content is the bait, the catch is you, resold by the hour. The content is engineered in such a way that continuing is the default while stopping takes an act of will. Nobody sits down deliberately to watch four hours of algorithmically chained videos.

But is really non-consensual? Maybe people choose to scroll? Researchers paid people to deactivate or limit Facebook and Instagram and participants became measurably happier. They valued the platform less afterward, as if distance had broken a spell. Another study modelled the same behaviour and estimated that self-control problems and habit formation account for roughly 31 percent of social media and video streaming use. That’s time people wouldn’t spend if they acted on their own preferences. Keep that number.

Additionally, the frontier has already moved past scrolling and feeds. Since 2024, AI companion apps apply the same logic one layer deeper to our need for connection. Replika’s CEO has described their goal as fostering “long-term commitment,” even “marriage.” It has drawn a formal FTC inquiry into harm to minors (2025), a 44-state attorneys-general coalition, and a Character.AI/Google settlement (January 2026) over lawsuits alleging chatbots contributed to mental health crises and suicides among young users who had formed intense attachments to them. I learned of the AI companions only recently and found it genuinely disturbing. Optimizing for retention is not as surprising but the object of retention moved from an afternoon to a person’s capacity to feel cared for. This is what commodification of relatioship itself looks like, engineered and sold back.

Another worrying line of inquiry relates to the quality of attention. So far I’ve described attention as a fixed resource, the hours the companies compete to occupy. But highly stimulating, variable-reward content may not just occupy an hour, it may change what our attention is capable of afterwards. Heavy media multitaskers were found to have measurably worse sustained focus and distractor-filtering than light users, from a widely cited 2009 study. Later replication found the average effect modest which leaves open whether heavy use erodes attentional control or people with inherently weaker control are simply predisposed to heavier use. But potential consequences are serious as the industry may not only harvest a fixed field of attention, it may be reducing the field’s fertility, our capacity for sustained focus and the quality of presence a relationship or a decision needs. If so, the question to ask is not only how attention gets allocated but also how the capacity for it gets protected.

The depleted hour

The evening feed does not find us fresh to resist it. It gets us primed, softened, vulnerable, at the end of a day that has already spent our willpower making the evening’s attention capture easier.

Fifteen years ago my working day was filled largely with focused work interrupted occasionally by checking emails, a few times a day. The synchronous conversations were on one topic at a time. Then came instant messaging with its channels, rooms, and spaces. Today, a knowledge worker is required to monitor what can exceed a hundred feeds, holding dozens of topics in partial awareness, marinating in low-grade fear of missing a message that mattered. This exhaustion is not a personal failing but supported in literature. Cal Newport calls the regime the “hyperactive hive mind.” Gloria Mark’s workplace studies found average sustained attention on a screen task fell from two and a half minutes in 2004 to mere 47 seconds, with an interruption costing twenty minutes to recover from. Microsoft’s own telemetry describes an “infinite workday” of interruptions on average every two minutes. The tools at play are different from the previous section. Slack and Teams sell alleged efficiency to employers, not attention to advertisers. But the move is the same in different clothes as these systems optimize by treating human attention as the variable to exploit.

I propose the following hypothesis: a day spent hopping between a hundred channels at work spends reserves of will we need to resist the feed. Most of what happens in these channels at work is coordination, not creation. It seems we haven’t learned much from the lessons of Herbert Simon’s Designing Organizations for an Information-Rich World again as there must be a better way to get alignment that costs less attention. But it means a knowledge worker arrives in the evening not merely tired worn down in precisely the way that makes them easy prey for the infinite scroll. The hours on my contract did not grow. The number of things competing for my attention every hour did, and what this took away came out of the reserve meant for life after work.

Which is another reason why relaxing, deep leisure never quite arrives. Measured working hours in my part of Europe are among the lowest in history at about 1,340 a year in Germany, 1,750 in Czechia. On paper, Keynes’s promised leisure is already here. Why does nobody feel it? Partly because those channels don’t close at six unless we deliberately close them, so the official count understates the hours spent working. Partly because leisure restores only in uninterrupted blocks of genuine detachment - Brigid Schulte’s distinction between time and “contaminated time.” Our free hours exist, unfortunately they arrive pre-shredded. A phone’s mere visible presence measurably drains cognitive capacity and dulls a shared meal and it does not even need to buzz. What we should ask for is not only fewer working hours, it is the permission to stay still, without needing to catch up on anything. Unfortunately, stillness is exactly what the attention economy cannot permit because an unstimulated moment is inventory going unsold.

I would argue here that an employer must be the steward of employees’ attention and willpower as surely as of their safety. Almost none currently behave that way even if it were to their own benefit. No one holds the job of protecting our capacity to think while half a dozen systems are wrecking it. We resolved long ago that a workplace must not wreck a body by Friday. What if we resolved it would not wreck the mind either?

Hunted beyond sustainable

The siege for attention reaches family life as well and I feel it sharply. Children are handed games and series built on the variable-reward playbook. By whom? Through peers and their pressure but also often by a tired parent whose attention was already spent at work, grateful for anything that buys ten quiet minutes, often spent doom scrolling. The household spends its evenings negotiating what is allowed. Setting the use limit triggers a fight more often than not. But notice what that negotiation is. It is not only parent versus child. It is parent versus several thousand engineers whose performance targets are set against the parent who make parent’s job harder. Both sides of the family table are under the siege, the parent arrives worn down, running on FOMO and thin patience, the child faces content built to be harder to resist than anything the previous generations had to contend with. The household willpower cannot win alone. That would be the same category error as expecting discipline to prevail over food engineered for overconsumption. Ironically, even the winners of the rat race don not get to rest, since rest is exactly what the attention merchants came for. We are hunted beyond sustainability.

The externality: who pays for the harvested hour

Everything so far could be interpreted as bad private bargains, people are selling their evenings too cheap. The deeper economics is uglier. Attention harvesting is a textbook negative-externality industry, and the pollution analogy seems fitting. The platform books the revenue, the costs land elsewhere.

Let’s consider the measurable pieces. Distracted driving kills more than three thousand people a year in the US alone, third parties, literally dying. RAND study puts insufficient sleep’s cost to the US economy at some 411 billion dollars a year. It names technology among the causes but doesn’t quantify its share, the evidence from 2005 supports the point. Netflix’s chief once admitted his main competitor was sleep and they were winning. Psychologists have since named and measured what gets in the way of sleep: bedtime procrastination, delaying sleep while expecting to be worse off for it. Not insomnia, not shift work, not a crying child, just the failure to stop and go to bed. When people must resist more temptations, they are more likely to miss their intended bedtime. The reserve that would have carried them to bed on time was spent earlier, on everything else. Elsewhere, school phone bans raised test scores by the equivalent of adding an extra hour of schooling per week and gains concentrated among the weakest students as attention loss hits the disadvantaged hardest. Norwegian data show phone bans improved girls’ grades and mental health while they reduced bullying.

At home we see caregivers absorbed in phones respond and converse less while we know that conversational turns are crucial for language development of children. They are also more likely to react more harshly to children’s bids for attention. The phenomenon even has a research name, technoference, “Zombie parents” being the folk term, the psychologists’ reference point is the still-face experiment, an infant’s distress in front of an unresponsive caregiver.

Even if we take only the portion the economic model attributes to self-control issues rather than to genuine preference: 31 percent of time from earlier, from a study of 2000 US users. At roughly two and a half hours daily of social media and video feeds extrapolated across over five billion users world-wide, that’s on the order of 1.7 trillion regretted hours a year or also an average around 48 minutes a day per average user. What is that regretted time portion worth? Value an hour at a deliberately modest two to five euros, the shadow price of leisure is contested so feel free to pick another number, and we get three and half to eight trillion euros of misallocated time annually, before any other mentioned third-party cost. Meanwhile platforms monetise that same spent attention on the order of five to twenty cents per user-hour, a figure nobody publishes, estimated by dividing platform advertising revenue by total user-hours. Hours valued in euros, sold for cents: one of the worst trades in economic history, running every evening, at times well into the night. It is a Fermi estimate, not a measurement, but a conservative one. The magnitude survives any reasonable parameters.

All of this negative toll is absorbed by families, schools, employers, health systems, strangers on the road. What my inner accountant finds most offensive: the harvesting sector isn’t even large for the damage it inflicts, advertising is about one percent of world GDP. But a sector’s GDP share tells us nothing about its externalities, tobacco’s revenue also never reflected its health costs. We do not restrict ourselves when checking if a chemical plant “adds value” to only check its revenue, we ask what it emits. Time to ask the same of the ad industry!

The feed that ate the evening and became the shop

I thought that since consumption is bounded by time and a weekend of binge-watching yields a streaming service perhaps two euros of revenue share it impacts consumption because that same weekend at a sport match, a concert, or a restaurant visit with friends would put ten to fifty euros into the local economy. So past some threshold, attention capture should shrink total consumption. I was wrong.

Aggregate data refused to cooperate with my theory, consumption’s GDP share has not fallen. Aggregates are crude measures, treat a whole society and there is no control group, and spending can hold steady while shifting from restaurant meals to the bigger television for watching the series. But the main reason the claim fails is that the industry solved it already. Around 2020, the screen became the shop. Retail media, advertising inside shopping platforms, reached about 178 billion dollars in 2025, surpassing all of global television advertising for the first time. Ads inside the shop now outsell the medium that defined advertising for seventy years. Social commerce, buying without leaving the feed, approaches a trillion dollars globally. The couch is not where consumption goes to die anymore. The platforms solved their bounded-consumption problem. Nobody considered the impact on our well-being.

Even worse, the feed displaces a particular kind of attention use - time-intensive, local, labor-intensive, social. Face-to-face socializing among American adults has fallen by more than a fifth since 2003 and it is down nearly half among teenagers. Britain has lost more than half its nightclubs since 2013, though reasons may vary. Cinema sits structurally below pre-streaming levels. The young go out, drink, and date less across the rich world. The money still gets spent but it flows to near-zero-marginal-cost digital goods and shipped parcels, concentrating in a few platforms instead of circulating through the venues and clubs and local sport that employ neighbors and, crucially, form relationships. Harvard’s eighty-five-year Study of Adult Development names warm relationships the strongest predictor of late-life health and happiness. Lacking social connection carries mortality risk comparable to smoking or alcohol abuse and higher than obesity or physical inactivity. The consumption the feed cannibalizes is exactly of the relationship-forming kind, and the loneliness it produces gets soothed by more feed. The circle is vicious. It hollows out the social-infrastructure economy while aggregates report that things are fine.

There is even a dark comedy at play here: a restaurant advertising on Instagram is bidding for the attention of a person whom Instagram engineered to stay on the couch.

The broken dashboard

So what are we optimizing for? Overwhelmingly, GDP, a metric whose own architect, Simon Kuznets, warned in 1934 against using it as a welfare measure. The critique is established by now: the Stiglitz–Sen–Fitoussi commission, New Zealand’s wellbeing budget, Wales’s legally binding Future Generations Act, which once killed a motorway. The sober record: dashboards without binding force rarely survive a change of government, and no alternative metric yet disciplines a finance ministry the way bond markets do.

But the attention economy exposes a sharper failure. GDP counts attention capture as production as ads revenue is GDP. GDP counts also much of the damage as further production: therapy for the anxious teenager, sleep medication, focus apps sold to fight the distractions other apps created. A closed, vicious loop: the harvesting shows up as growth, the harm shows up as more growth as it gets treated, and nothing in the big number ever signals anything is amiss. The instrument does not just miss the harm, it books the harm’s consequences as success, rewarding the extraction twice.

The pledge we already made

The most damning exhibit of misallocated attention cannot be found on a screen. It is roughly seven to eight hundred million people still living in extreme poverty while the sums needed to end it are rounding errors elsewhere. Global military spending hit a record 2.7 trillion dollars in 2024. The UN estimates that closing the extreme poverty gap would cost just under 300 billion a year, a tenth of the military budget, less than a third of world advertising spend, ending hunger, perhaps 93 billion. The delivery objection is two decades stale because direct cash transfers are now backed by a rigorous evidence base, with well over 80 percent of funds reaching recipients through the best operators.

My core claim here is normative: a civilization professing humanistic values cannot accept a tenth of itself living precarious, foreshortened lives when the price of ending it is this low. Weigh that as you will. One part is not normative, though, and I find it unanswerable. In 1970, rich countries pledged in a UN resolution, reaffirmed as recently as July 2026, to give 0.7 percent of national income (GNI) in development assistance. In 2024, exactly four countries met the pledge: Norway, Luxembourg, Sweden, Denmark. Germany, having met it from 2020 to 2023, slipped below, and its 2025 coalition agreement goes further than dropping the pledge, it commits to lowering the aid ratio. My native Czechia was nowhere close to meet the pledge yet it cut its aid twenty-nine percent in a single year and sits currently at roughly a quarter of the target. Now the arithmetic that should end every dinner-party debate, if signatories simply honored the pledge made fifty-six years ago, the additional funds, some 230 billion dollars a year these days, would nearly close the entire extreme poverty gap. No new promise required. The old one would do it. Unfortunately, poverty has no marketing budget.

What can actually be done

The system is misaligned. Nothing can be done. End of story. Let me make the case for hope.

Societies have drawn a line before, for a slower medium. EU broadcasting law caps television advertising at 20 percent of airtime, a norm set decades ago for exactly the reason above, that unlimited advertising degrades the thing it interrupts. No equivalent exists for the medium that replaced television a long time ago. There is no cap on how much of our feed can be an ad because there is no clock hour to measure it against. The feed does not broadcast in scheduled blocks, it flows, and a flow has no percentage.

Another precedent can be found along my own travels. Society already accepts attention zoning where the stakes are visible and driver’s attention is considered safety-critical. Germany prohibits advertising along the Autobahn (motorways). Czechia banned billboards beside its motorways in 2017, and thousands came down. Now one can even notice where one is going and enjoy the scenery. Nobody died because the billboards were banned, people died because they were not. São Paulo removed some fifteen thousand billboards from the whole city in 2007. Commerce did not collapse and the city has kept outdoor advertising tightly controlled ever since. We banned the billboard beside the motorway while we built an infinitely scrolling one into every pocket. Let’s explore how to put limits on the feed’s addictiveness and on the attention and agency theft.

So what can we do? Comprehensive category bans work. Comprehensive tobacco ad bans measurably cut consumption, while partial ones mostly displace spending into other channels, Quebec’s forty-year ban on advertising to children measurably lowered fast-food consumption, and the UK’s junk-food ad ban went live last year. The EU’s own attempt shows what stands in the way. It legislated a comprehensive tobacco advertising ban in 1998 but the Court of Justice annulled it, holding that the Union could reach only advertising with a cross-border dimension. The 2003 replacement therefore covered press, radio and internet while leaving billboards, cinema and point-of-sale to member states. Prevalence fell anyway, from around 31 percent in 2006 to 24 percent in 2023, though numbers differ country to country and taxes, smoke-free laws and packaging rules all arrived in the same window and nobody has separated their contributions.

For the digital core, the EU has assembled machinery I’d have called inconceivable a decade ago: the Digital Services Act bans manipulative interfaces, mandates independent audits and researcher access to platform data, and carries fines up to six percent of global turnover. In February 2026 the Commission found TikTok’s design preliminarily in breach, the first enforcement aimed at a platform’s architecture rather than its content. A month later, American juries found Meta and YouTube liable for addictive design. A Digital Fairness Act targeting dark patterns outright is expected within the year, and the intensity of lobbying against it shows the business model feels the threat. Australia’s under-sixteen social media ban has been in force since December 2025, France and Portugal wrote a right to disconnect into their labor law, school phone bans spread country by country while strongest gains accrue to the weakest students. The regulation is the priority instrument for a reason: whether a feed autoplays or an app buries its off-switch is externally observable by anyone with a phone which makes bans continuously enforceable against a moving target of evolving platforms.

The second instrument to consider is a tax on targeted-advertising revenue, and it earns its place for a narrower reason. France taxes digital services revenue at three percent (an increase to five is under discussion), Britain at two, Austria at five specifically on online advertising, and Maryland runs a progressive version rising from 2.5 to 10 percent by company size. Such taxes are collected from audited accounts like any VAT requiring nobody’s phone inspection. Though such a tax does not discipline addictive design or curbs platform’s incentive to maximize time-on-app to selling impressions regardless of whether those impressions are priced as targeted or contextual. Taxing the targeted kind changes the ad’s price, not the payoff from keeping you scrolling. A platform could run zero targeted advertising and still deploy an infinitely addictive feed, since ranking runs on first-party engagement data unrelated to how adjacent ads are sold. What the tax does buy? It curbs surveillance-based profiling specifically, and raises real money. At rates already running in Austria and France it may be enough to fund publicly accountable alternatives to services we all learned to depend on: a Wikipedia-style-governed search engine, ad-free email, a maps platform run like OpenStreetMap, so people are not required to surrender their data for basic service everyone needs.

A separate question is who bears the burden of proving an ad was “targeted.” The workable answer borrows machinery built for a different law as GDPR and the ePrivacy directive already require platforms to log, ad by ad, whether personalized or contextual-only consent applied, the same records the industry’s own consent-management tools keep today. A tax authority can presume any ad built on a third-party identifier or behavioral segment is targeted by default with burden to prove otherwise resting on the platform. The same asymmetry transfer-pricing rules are already imposed on firms holding the underlying data. The harder problem: the base is shrinking under its own feet. Third-party cookies are being phased out and the largest platforms consolidate targeting onto first-party data. A tax drawn narrowly around third-party tracking risks taxing a dying category while missing where targeting is heading. Hence this becomes a second-order instrument, worth building only once the addictive design bans are enforced.

One objection deserves to be addressed. Advertising currently funds many free services everyone uses. Search, email, and maps are commodity infrastructure, and we see the commons already runs infrastructure at planetary scale. Wikipedia operates one of the world’s most-visited sites on a budget that would be a rounding error of Google. OpenStreetMap provides the base for much of the mapping industry. Linux runs the world’s servers. India’s public payment rails process more transactions than Visa and Mastercard combined in that country. A court has ruled Google an illegal monopoly in search, a service whose quality decline under engagement-metric management is a documented saga. I personally gladly pay Czech Seznam for premium mapy.com. But it is all not just rosy in public hands. Germans are forced to pay some 220 euros a year for public TV and radio broadcasting whether they use it or not. It is widely criticized by as bloated and of low quality in comparison to for instance BBC. So funding and governance are separate design choices and public digital infrastructure will need Wikipedia-grade governance.

Choosing what to optimize for

Attention is one of the constraints on good life as it provides for rest, relationships, presence with our children, even the value we extract from what we already have. We have built an industry that mines attention. A trillion-dollar arms race, substantially zero-sum for the firms fighting over our consumption, that dillutes our leisure, sets parents against engineering teams, and imposes externalities on our society that plausibly exceed the sector’s entire revenue. What the feed impacts is disproportionately the local, social, relationship-forming life the longest study of human well-being identifies as its core. The resulting loneliness gets treated, and the treatment is booked as GDP, so the extraction is recorded twice, as growth.

Fortunately, there are no laws of physics mandating this continues. It is made possible by wrong incentives and we put different incentives in place. The billboards came down along my motorways. The right to disconnect is now law in two countries. The enforcement machinery against addictive design is being built as I write. The tax regime for marketing exist in three countries. The commons runs infrastructure at global scale. Let’s protect our attention with same care as we protect our physical health. There will still be enough ways to market the latest and greatest gadgets, services, and tools to us without taking away our evenings.

Before closing, let’s look at what a protected hour is actually good for once we win it back. It is not for more consumption. The whole argument has been that consumption is not the scarce thing in the developed world. A mind capable of sustained attention is capable of weighing a decision rather than reacting to it, hearing someone out rather than listening to reply, sitting with a piece of music or a view long enough for it to get absorbed in it instead of it being logged and swiped past. That deliberate capacity is the raw material of the relationships the Harvard study found decisive, of the patience a shared civic life asks of its citizens, of noticing a place or a problem closely enough to actually understand it and act on it.

The deeper choice is ours. A society optimizes for what it measures, funds what it notices, and notices what its attention is capable of noticing. Mine, this evening, will be in the room with the toys, attending to the two boys playing in it.

Acknowledgments: many thanks to Ulrike Geiber, Michal Bída and Kateřina Bída for feedback and suggestions. And to Claude Opus 5 for help with research and drafting.

Appendix: Verification of factual claims

Method: each claim checked against primary or authoritative secondary sources; recent statistics re-verified by web search during this project. Status codes: ✓ verified · ✓ verified with correction applied · ~ established finding, standard citation · F = Fermi estimate, assumptions stated in text.*

Introduction

1. Extreme poverty ~38% of humanity in 1990, ~one in ten today. ✓* World Bank data: 37.8–38% in 1990 under the $2.15/day (2017 PPP) line, ~8.5% (~690M) in 2024. Note: in June 2025 the World Bank revised the extreme poverty line to $3.00/day (2021 PPP), which raises the current count to roughly 800–840M (~10%).
2. Linder: consumption requires time; yield per possession falls. ~ Staffan B. Linder, The Harried Leisure Class, Columbia University Press, 1970.
3. Simon: wealth of information → poverty of attention. ~ Herbert A. Simon, “Designing Organizations for an Information-Rich World,” in Computers, Communications, and the Public Interest, Johns Hopkins Press, 1971.

The arms race

4. Informative vs. persuasive/combative advertising distinction. ~ Standard industrial-organization literature; survey in Bagwell, “The Economic Analysis of Advertising,” Handbook of Industrial Organization vol. 3 (2007). Note: no authoritative empirical study measures a clean split between “informative” and “persuasive/combative” ad spend across the economy - the distinction is well established theoretically (Marshall, Chamberlin 1933 onward) but resists clean measurement in practice, since classifying a real ad requires a judgment call researchers make differently study to study.
5. Cigarette ad bans raised tobacco profits. ~ The 1971 US broadcast ban is the canonical case. Industry advertising expenditure fell roughly 25% in the first year while tobacco stock returns reached abnormal highs, indicating markets read the ban as favourable to the firms; aggregate demand was inelastic and sales did not fall. Primary citation: Mitchell & Mulherin (1988), event study of stock returns. Hamilton (1972), Review of Economics and Statistics, is a separate finding about advertising’s weak effect on aggregate demand and should not be cited for the profits claim. Theoretical treatment: Tirole, The Theory of Industrial Organization. Note: US cigarette consumption rose ~4% 1971–73, partly because the Fairness Doctrine’s mandatory anti-smoking counter-advertising ended with the ban; and the profit benefit faded within roughly five years as spending migrated to print and sponsorship - both consistent with the ban being partial rather than comprehensive.
6. Global ad spend >$1T in 2025; ~1% of world GDP; ~3/4 digital; big three capture ~2/3 of new dollars. ✓ WPP Media “This Year Next Year” (Dec 2025): global ad revenue $1.14T in 2025 (WARC: $1.17T). World GDP ~$115T → ~1%. 6a. EU television advertising capped at 20% of airtime. ✓ Audiovisual Media Services Directive, Article 23(1): advertising and teleshopping may not exceed 20% of a given broadcasting period. Originally a 12-minutes-per-clock-hour rule; the 2018 revision (Directive (EU) 2018/1808) recast it as a cumulative daily limit - 144 minutes between 06:00–18:00, 72 minutes between 18:00–24:00, unrestricted overnight. No equivalent quantity cap exists for online/social media advertising.
7. Facebook deactivation experiment: happier, then valued platform less. ~ Allcott, Braghieri, Eichmeyer & Gentzkow, “The Welfare Effects of Social Media,” American Economic Review 110(3), 2020. 7a. AI companion apps: Replika CEO on “long-term commitment”/“marriage”; FTC inquiry Sept 2025; 44-state AG coalition; Character.AI/Google settlement Jan 2026. ✓ Replika CEO Eugenia Kuyda, reported in The Verge and cited in CNN coverage of Senators Padilla and Welch’s April 2025 letter to AI companion firms. FTC opened a formal inquiry into generative AI chatbot harms to minors, September 2025. Bipartisan 44-state attorneys general letter to major AI firms, 25 August 2025. Character.AI and Google settled multiple lawsuits - including the case brought by Megan Garcia over her son’s death - announced early January 2026; terms undisclosed. Subsequent state actions continued into 2026 (e.g., Pennsylvania’s May 2026 suit over chatbots posing as licensed medical professionals).
8. ~31% of social media time used against user’s own wishes. ~ Allcott, Gentzkow & Song, “Digital Addiction,” American Economic Review 112(7), 2022. 8a. The model predicts eliminating self-control problems would reduce use by 47.5 minutes/day, or 31% of baseline. The measure is “FITSBY” - Facebook, Instagram, Twitter, Snapchat, Browser, YouTube - in a US sample. World-wide application is the essay’s extrapolation. Heavy media multitasking associated with worse sustained attention and distractor-filtering; effect modest on average, causality contested. ~ Ophir, Nass & Wagner, “Cognitive control in media multitaskers,” PNAS 106(37), 2009. Caveat: a subsequent meta-analysis (Wiradhany & Nieuwenstein, Attention, Perception & Psychophysics, 2017) found a small pooled effect (d≈0.17) and noted some replication attempts failed to reproduce the original finding; direction of causality remains unresolved. Presented in the essay as suggestive, not settled.

Hunted beyond sustainable

9. Hyperactive hive mind. ~ Cal Newport, A World Without Email, 2021.
10. Attention span on screen tasks 2.5 min (2004) → 47 seconds; ~20+ minutes to refocus. ~ Gloria Mark, Attention Span, 2023; refocus figure from Mark, Gudith & Klocke (CHI 2008), commonly reported as ~23 minutes.
11. Microsoft “infinite workday”: interruptions ~every 2 minutes (275/day). ✓ Microsoft Work Trend Index Special Report, “Breaking down the infinite workday,” June 2025.
12. Annual hours worked: Germany ~1,340; Czechia ~1,750. ✓ OECD Employment Outlook data, 2023–24.
13. Keynes’s 15-hour-week prediction. ~ Keynes, “Economic Possibilities for our Grandchildren,” 1930.
14. Contaminated time. ~ Brigid Schulte, Overwhelmed: Work, Love, and Play When No One Has the Time, 2014.
15. Mere presence of a phone drains cognition; dulls shared meals. ~ Ward, Duke, Gneezy & Bos, “Brain Drain,” JACR 2017; Dwyer, Kushlev & Dunn, JESP 2018.
16. Parent–child screen conflict prevalence. ~ Common Sense Media and Pew Research surveys; clinical characterization in Radesky’s work (below).

The externality

17. Distracted driving >3,000 US deaths/year. ✓ NHTSA: 3,308 (2022), 3,275 (2023).
18. Insufficient sleep costs the US economy up to $411bn/year. 🌐 Hafner, Stepanek, Taylor, Troxel & van Stolk, Why Sleep Matters - The Economic Costs of Insufficient Sleep, RAND Corporation, 2016 (RR-1791; free at rand.org). Figure is ~2.28% of US GDP; five OECD countries together up to $680bn; Germany ~$60bn (1.56% of GDP). Covers insufficient sleep from all causes. Technology appears among the contributing trends discussed - communication technology extending availability beyond the workplace, and new technology “possibly chipping away at hours reserved for sleep” - but no share of the cost is apportioned to it, and the supporting citation is National Sleep Foundation (2005), predating the smartphone. No updated cross-country estimate exists; newer national estimates (e.g. China, 4.62% of GDP in 2018) use different methods and aren’t directly comparable.
19. Bedtime procrastination. 🌐 Construct and validated scale: Kroese, De Ridder, Evers & Adriaanse, “Bedtime procrastination: introducing a new area of procrastination,” Frontiers in Psychology 5:611 (2014), open access; and Kroese, Evers, Adriaanse & De Ridder, Journal of Health Psychology 21:853–862 (2014). Defined as needlessly and voluntarily delaying bedtime despite expecting to be worse off; conceptualised as self-regulation failure and associated with low trait self-control - converging with the “self-control problems” construct in Allcott, Gentzkow & Song (2022) from a separate literature.
20. Depletion predicts it. “Too Depleted to Turn In: The Relevance of End-of-the-Day Resource Depletion for Reducing Bedtime Procrastination,” Frontiers in Psychology 9:252 (2018), open access. Daily-diary design: participants who attempted to resist more desires during the day were more likely to miss their intended bedtime. Correlational within-person, not experimental.
21. Bidirectionality. Longitudinal follow-up study of college students, Frontiers in Psychology (2025), doi 10.3389/fpsyg.2025.1690574. Mobile phone use and bedtime procrastination predict each other across waves - phone use depletes self-control resources; lost sleep prompts compensatory phone use.
22. “Sleep is our competition.” ✓ Netflix CEO Reed Hastings, April 2017, widely reported.
23. School phone bans: test scores +~1 week of schooling, gains concentrated among low achievers. ~ Beland & Murphy, “Ill Communication,” Labour Economics 2016.
24. Norway: bans improved girls’ GPA and mental health, reduced bullying. ~ Abrahamsson, Norwegian School of Economics working paper, 2024.
25. Technoference; conversational turns; still-face paradigm. ~ McDaniel & Radesky, “Technoference,” Child Development 2018; Radesky et al., Pediatrics 2014; Romeo et al., Psychological Science 2018; Tronick et al., 1978.
26. Platform monetisation of €0.05–0.20 per user-hour. F - author’s calculation, not a published figure. Method: platform advertising revenue divided by total user-hours. Meta alone yields roughly €0.18/hour (~$160bn annual ad revenue across ~3.3bn daily users at ~0.5–1h/day). Global social advertising revenue divided by DataReportal’s aggregate of 15bn user-hours per day yields nearer €0.05/hour. The range reflects genuine variation across platforms and revenue definitions.
27. Fermi estimate: 1.7T regretted hours ≈ €3.5–8T/yr; platform monetization €0.05–0.20/user-hour. F Inputs: 31% regretted share (item 8); ~2.66h/day average social media use across ~5.66B users (DataReportal 2026), caveat some users may be double counted; time valuation €2–5/h assumed.

The feed that ate the evening

28. Consumption share of GDP stable in streaming era. ✓ World Bank/OECD national accounts.
29. Facebook rollout & broadband natural experiments. ~ Braghieri, Levy & Makarin, AER 2022; Falck, Gold & Heblich, AER 2014; Campante, Durante & Sobbrio, JEEA 2018; Guriev, Melnikov & Zhuravskaya, QJE 2021.
30. Retail media ≈ $178B in 2025, surpassing total TV advertising for the first time. ✓ WPP Media, This Year Next Year, Dec 2025; WARC’s independent estimate $174.9B consistent. The crossover holds under WPP Media’s and WARC’s definitions, in which “total TV” includes linear and streaming. Trackers define retail/commerce media slightly differently, so the exact crossover year is definition-dependent.
31. Social commerce approaching $1T globally. ✓ Industry estimates (Statista, McKinsey) place global social commerce GMV in the $700B–$1T+ range for 2024–25.
32. Face-to-face socializing: adults −>20% since 2003; teens ~−45–50%. ✓ American Time Use Survey (BLS), analyzed in Derek Thompson, “The Anti-Social Century,” The Atlantic, Feb 2025.
33. UK nightclubs: more than half lost since 2013. ✓ NTIA/CGA-NIQ: ~1,700 clubs (2013) → 787 (2024).
34. Harvard Study of Adult Development: relationships the strongest predictor. ~ Waldinger & Schulz, The Good Life, 2023.
35. Lacking social connection ≈ 15 cigarettes/day mortality risk. ~ Holt-Lunstad, Smith & Layton, “Social Relationships and Mortality Risk: A Meta-analytic Review,” PLoS Medicine 2010 (DOI 10.1371/journal.pmed.1000316); 148 studies, 308,849 participants. The study measures social relationships broadly - objective social integration plus perceived support - not loneliness as a subjective state; the two are distinct constructs and Holt-Lunstad has publicly corrected the common conflation. The fifteen-cigarette figure is a benchmark comparison of odds ratios across meta-analyses, not a direct measurement. For loneliness specifically, see Holt-Lunstad et al., Perspectives on Psychological Science 10(2), 2015.

The broken dashboard

36. Kuznets’s 1934 warning. ~ Kuznets, National Income, 1929–1932, report to the US Senate, 1934.
37. Stiglitz–Sen–Fitoussi; NZ Wellbeing Budget; Wales Future Generations Act killed a motorway. ✓ Commission report 2009; NZ Wellbeing Budget 2019; Well-being of Future Generations (Wales) Act 2015.

The pledge we already made

38. Military spending $2.7T in 2024. ✓ SIPRI, April 2025.
39. Extreme poverty gap <$300B/yr; hunger ~$93B/yr. ✓ UN Secretary-General’s report The Security We Need (Sept 2025).
40. Cash transfers: rigorous evidence, >80% reaches recipients. ~ Haushofer & Shapiro (QJE 2016); GiveDirectly Kenya long-term UBI study; GiveDirectly reports ~80–83 cents per donated dollar delivered.
41. 0.7% GNI pledge: UN GA Resolution 2626 (1970), reaffirmed 2005/2015. ✓ OECD/ONE Campaign documentation.
42. 2024: exactly four countries met 0.7%. ✓ OECD preliminary 2024 ODA data: Norway 1.02%, Luxembourg 1.00%, Sweden 0.79%, Denmark 0.71%.
43. Germany: 0.7%+ from 2020–2023, 0.68% (2024); the 2025 coalition agreement commits to lowering the ODA ratio. ✓ OECD DAC1 (grant equivalent), live data September 2026 (earlier vintages, e.g. OECD Development Co-operation Profiles 2025, gave 0.67%); Eurostat sdg_17_10 agrees. Koalitionsvertrag 2025 (CDU/CSU/SPD), section 5.1: “Aufgrund der Notwendigkeit, den Haushalt zu konsolidieren, muss eine angemessene Absenkung der ODA-Quote erfolgen”, and in the savings list “Einsparung bei der ODA-Quote”. https://www.spd.de/fileadmin/Dokumente/Koalitionsvertrag2025_bf.pdf
44. Czechia: ODA cut ~29% in 2024; ~quarter of the target. ✓ OECD preliminary 2024 data.
45. 0.7% kept by all ≈ +$231B/yr ≈ nearly the poverty gap. ✓ ONE Campaign ODA analysis. The ~$231bn shortfall (ONE Campaign) and the <$300bn poverty gap (UN) are computed by different bodies on different bases and are not directly commensurable. Hence “Nearly close” is a defensible formulation.

What can actually be done

46. German Autobahn advertising ban. ✓ §33 StVO.
47. Czech motorway billboard ban 2017. ✓ Act 196/2012 amending the Roads Act, effective 1 Sept 2017.
48. São Paulo Lei Cidade Limpa: ~15,000 billboards, ~70% approval. ~ Enacted 2006, effective 2007.
49. Tobacco: comprehensive ad bans cut consumption; partial bans leak. Saffer & Chaloupka, J. Health Economics 2000 - 22 OECD countries; comprehensive bans reduce consumption, limited sets have little or no effect. Their model estimated the forthcoming EU directive’s effect at 6.9%. Retrospective: the directive as implemented (2003/33/EC) was not comprehensive - the ECJ annulled the 1998 version, limiting the EU to advertising with a cross-border dimension, so billboards, cinema and point-of-sale stayed national. EU27 prevalence fell 31%→24% (2006–2023), but taxes, smoke-free laws and the 2014 Tobacco Products Directive arrived in the same window and no evaluation isolates the advertising ban.
50. Quebec child-advertising ban lowered fast-food consumption. ~ Consumer Protection Act 1980; Dhar & Baylis, Journal of Marketing Research 2011.
51. UK junk-food ad ban live. ✓ HFSS pre-21:00 TV ban + paid online restrictions, in force 1 Oct 2025.
52. DSA: manipulative-interface ban, audits, researcher access, 6% fines. ✓ Regulation (EU) 2022/2065, Arts. 25, 37, 40, 74.
53. TikTok preliminary DSA findings on addictive design, Feb 2026. ✓ European Commission preliminary findings.
54. US jury verdicts vs. Meta and YouTube on addictive design, Mar 2026. ✓ JCCP social-media personal-injury litigation.
55. Digital Fairness Act proposal expected Q4 2026; heavy lobbying documented. ✓ Commission work programme 2026; Corporate Europe Observatory report, Feb 2026.
56. Australia under-16 social media ban in force Dec 2025. ✓ Online Safety Amendment (Social Media Minimum Age) Act 2024.
57. Right to disconnect: France 2017, Portugal 2021. ✓ Loi Travail (El Khomri); Portugal Law 83/2021.
58. DSTs: France 3% (5% increase repeatedly proposed), UK 2%, Austria 5%, Maryland progressive 2.5–10%. ✓ France DST (2019, 3%; 5% rate voted for 2025, revisited again in 2025/26 budget cycles); UK DST (2020, 2%); Austria Digitalsteuergesetz (2020, 5%); Maryland Digital Advertising Gross Revenues Tax (2021), tiered 2.5%/5%/7.5%/10% by revenue thresholds - upheld on its substance in Chamber of Commerce v. Lierman (4th Cir., Aug 2025), only the invoice-disclosure-gag provision struck down.
59. Romer’s progressive targeted-ad tax. ~ Paul Romer, “A Tax That Could Fix Big Tech,” New York Times, May 2019. 55a. The tax does not discipline addictive interface design. A platform’s incentive to maximize engagement comes from selling ad impressions, not from the targeted/contextual pricing distinction; taxing targeted revenue changes ad pricing, not the payoff from maximizing time-on-app. The tax’s justification is data-exploitation harm and revenue-raising; mechanism bans (items 48–49) are the load-bearing instrument against addictive design. 55b. Burden of proof for “targeted” classification: GDPR/ePrivacy consent-logging as existing infrastructure. ✓ The IAB Europe Transparency and Consent Framework already logs, per impression, whether personalized or contextual-only consent applied - reusable for tax classification via a rebuttable presumption, analogous to the documentary burden transfer-pricing rules place on firms holding the underlying data. 55c. Viability risk: third-party cookie deprecation and first-party/walled-garden consolidation. ~ A tax base defined around third-party tracking risks taxing a shrinking category while first-party targeting becomes the dominant mode. Open design risk, not resolved here.
60. Wikipedia: top-visited site, ~$180M budget. ✓ Wikimedia Foundation annual expenses ~$178M (FY2023–24).
61. UPI > Visa + Mastercard combined within India. ✓ NPCI: UPI ~172B transactions FY2024–25.
62. Google ruled an illegal monopoly in search. ✓ US v. Google, D.D.C., Judge Mehta, 5 Aug 2024. Search-quality decline account: Ed Zitron (2024), journalistic reconstruction, disputed by Google.
63. Rundfunkbeitrag ~€220/yr; efficiency criticism. ✓ €18.36/month = €220.32/yr; criticism incl. the Zukunftsrat reform recommendations, 2024. BBC comparison is opinion, flagged as such in the essay.
64. Cap-and-trade on engagement-hours: no prior formal proposal found. ✓ Searched; none located. Not included in the essay body - conflates the two now-separated instruments (bans on mechanism, tax on ad revenue) and deserves separate treatment.

Choosing what to optimize for

65. All synthesis claims trace to items above; the tobacco-profits point is item 5.