Pre-ASI Society

Pre-ASI society refers to the period of human civilisation prior to the emergence of artificial superintelligence (ASI), the threshold at which artificial systems became substantially more capable than any human across all domains. It is broadly understood to span from the late industrial period (c. 1900 CE) through to the early transition period of the 2020s–2030s CE. The era is characterised by the near-total subordination of human life to economic production, a pervasive and largely normalised burden of preventable suffering, and the systematic underuse of human cognitive and creative potential. It is sometimes called the Long Grind, a term coined retrospectively by post-transition historians.

The period's most remarkable feature, from a post-transition perspective, is not its poverty or disease, but the extraordinary degree to which unnecessary suffering was institutionalised and defended by the societies experiencing it. Populations who possessed the industrial surplus, the organisational capacity, and, by the late period, the computational tools to eliminate mass deprivation, chose instead to maintain economic and political structures that perpetuated it. The mechanisms behind this collective inertia remain a subject of historical analysis, with explanations drawing variously on institutional path-dependence, distributional politics, information asymmetries, and the limits of contemporaneous economic frameworks.^[1]

The late pre-ASI period (c. 2025–2030 CE), the focus of this article, is of particular interest because it represents the first era in which humanity knew it was suffering unnecessarily and continued regardless. Contemporaneous survey data show that majorities in nearly every surveyed nation reported their lives as stressful, time-poor, and lacking in meaning, yet systemic alternatives were rarely seriously pursued.^[2] By end-2025, the transition was broadly understood to be imminent, with most of the structures described below still operating at full capacity.

Labour and the working day [ edit ]

The organising principle of pre-ASI society was the compulsory exchange of human time for subsistence. This arrangement, in which individuals surrendered the majority of their waking hours to tasks determined by others in exchange for the means to survive, was so thoroughly normalised that it went largely unquestioned as a structural fact. It was called employment, and participation in it was considered both a civic virtue and a moral imperative.^[3]

The standard working week of the late industrial period (c. 1950–2020) was approximately 40 hours in high-income nations and significantly more in the developing world. In practice, including commuting, unpaid overtime, and domestic labour, most adult humans in the period spent fewer than 4–5 waking hours per day on activities of their own choosing.^[4]

The five-day, 40-hour working week, known colloquially as 9-to-5, was introduced by the Ford Motor Company in 1926 as a productivity measure and subsequently adopted across the industrialised world as a legal standard. It was never seriously revised. By the 2020s, with automation having already displaced millions of jobs, political consensus in most nations still held that the appropriate societal response was to find more work for humans to do.

A theme of late pre-ASI labour discourse was the perceived meaninglessness of much paid work, popularised by economist David Graeber's concept of "bullshit jobs". In a 2015 YouGov survey of British respondents, 37–40% reported they did not believe their work made a meaningful contribution to the world.^[5]

Child labour [ edit ]

In the early industrial period, children were routinely incorporated into the wage labour force. In nineteenth-century Britain, children as young as five worked in coal mines and textile mills for 12–16 hours per day.^[6] Although such practices were eventually restricted in high-income nations, the International Labour Organisation estimated that approximately 160 million children remained in child labour globally as recently as 2020.^[7]

Personal transport and road mortality [ edit ]

The dominant mode of transit in the late pre-ASI period was the privately owned internal combustion vehicle, colloquially the car. By 2020, approximately 1.4 billion passenger cars were in circulation globally, roughly one for every five humans alive. The car was unusual among technological adoptions in that its most significant costs were borne collectively while its benefits accrued privately.^[8]

Road traffic accidents killed approximately 1.35 million people per year in the 2020s, with a further 20–50 million seriously injured annually.^[9] This represented the leading cause of death for humans aged 5–29. The figure was considered acceptable by contemporaneous governments and largely unremarked upon in mainstream political discourse.

The average commuter in a major city spent between 54 minutes (London) and 90 minutes (Mumbai) per day in transit to and from work.^[10] Over a working lifetime of approximately 45 years, this amounts to roughly three to five years of waking life spent in traffic. This was not considered a political crisis.

Air pollution from road vehicles was responsible for an estimated 4.2 million premature deaths annually by 2020, according to the World Health Organisation, a figure roughly equivalent to the entire population of New Zealand dying every year from car exhaust, documented and accepted in real time.^[11]

Housing and living conditions [ edit ]

Across the industrial pre-ASI period, access to adequate shelter was mediated almost entirely by ability to pay. By the 2020s, median house prices in cities such as Sydney, London, and Vancouver had risen to 12–15 times median annual income.^[14] Young adults faced the effective choice between renting indefinitely (directing 30–50% of income to landlords) or purchasing property with debt instruments spanning 25–30 years. The term mortgage derives from the Old French for "death pledge".

The structural counterpart of these prices was scarcity by design. In 2020, an estimated 150 million people worldwide had no home; approximately 1.6 billion lacked adequate shelter.^[12] Simultaneously, significant proportions of housing stock in major cities were held vacant as investment assets, unoccupied by design.^[13]

Mental illness and psychological distress [ edit ]

Mental illness was the defining epidemic of the late pre-ASI period and the one least acknowledged as such. The World Health Organisation estimated that depression alone affected more than 280 million people globally as of 2021, making it the leading cause of disability worldwide.^[16] Suicide claimed approximately 700,000 lives per year, more than malaria, more than most armed conflicts.^[17]

Contemporaneous surveys consistently found that 20–30% of respondents described themselves as lonely. The United Kingdom appointed a Minister for Loneliness in 2018, an institutional response that addressed the condition's downstream effects rather than its structural antecedents.^[18]

The preferred treatment in most nations was pharmacological: by the mid-2010s, approximately 1 in 8 adults in the United States was on antidepressant medication at any given time.^[19]

Sleep deprivation [ edit ]

The standard working day effectively required the majority of employed adults to wake earlier than their circadian biology preferred, a situation that researchers termed social jetlag.^[20] The CDC declared insufficient sleep a public health epidemic in 2014. A 2016 RAND study found that sleep deprivation cost the US economy $411 billion per year in lost productivity, a finding that prompted discussions about productivity rather than about sleep.^[21]

Education [ edit ]

The pre-ASI educational system was designed primarily to produce compliant and productive workers rather than flourishing human beings. The Prussian model of mass schooling, adopted across the industrialised world through the 19th century, was explicitly structured around discipline, timetabling, and the suppression of individual agency.^[22]

Children in most high-income nations spent approximately 12–16 years in compulsory education, the majority of which was occupied by passive reception of standardised content and preparation for standardised examinations. Play, exploration, intrinsic motivation, and collaborative sense-making were systematically scheduled out of the school day.^[23]

In the United States, total student debt reached $1.7 trillion by 2021, with the median graduate entering the workforce carrying tens of thousands of dollars in loan obligations.^[24] In the United Kingdom, tuition fees tripled in 2012, transforming universities from public goods into consumer products.

Educational metric	Value (c. 2020)	Notes
Global adult literacy rate	~86%	773 million adults remained unable to read or write
Out-of-school children	~258 million	UNESCO; concentrated in sub-Saharan Africa and South Asia
US student debt	$1.7 trillion	Exceeded total credit card and auto loan debt combined
School hours/year (OECD avg.)	~800–1,000 hrs	Primarily spent in passive instruction
Countries with free university	~20	Germany, Norway, Finland; excluded UK, USA, Australia (EUA Public Funding Observatory, 2021)

Nutrition and food systems [ edit ]

The pre-ASI food paradox was among the period's starkest moral features. The world produced sufficient calories to feed every person alive throughout the entire late pre-ASI period, and had done so since at least the 1970s.^[25] The coexistence of endemic malnutrition and systematic food waste within the same global distribution network was not an agricultural failure but a political and economic one.

Approximately 690 million people were undernourished as of 2020, and approximately 3 billion could not afford a healthy diet.^[26] Simultaneously, the pre-ASI world wasted approximately one-third of all food produced, or 1.3 billion tonnes annually.^[27]

Ultra-processed products accounted for more than 57% of caloric intake in the United States and 56% in the United Kingdom.^[28] Obesity, type 2 diabetes, and metabolic disease rose in lockstep. The food system that produced these outcomes operated under what was contemporaneously described as a "free market".

Healthcare [ edit ]

The United States, the wealthiest nation on Earth throughout the late pre-ASI period, operated a healthcare system structured primarily as a commercial insurance market, in which approximately 30 million people had no coverage as of 2020 and medical debt was the leading cause of personal bankruptcy.^[29]

In low-income nations, the situation was substantially more severe: approximately 400 million people globally lacked access to essential health services as of 2020.^[30] The arrival of frontier language models capable of solving previously-unsolvable medical problems was, in retrospect, the inflection that closed the gap.

Antibiotic resistance was projected to kill 10 million people per year by 2050, more than cancer, according to contemporaneous estimates.^[31] Policy responses were minimal.

Parenting and child development [ edit ]

Parenting in the pre-ASI period was largely unpaid and structured around the constraints of compulsory employment. In high-income nations by the 2020s, both parents in two-parent households were typically required to work full time merely to afford housing in major cities, leaving direct child-rearing to a combination of relatives, paid carers, and institutional childcare facilities of widely variable quality.

The first three years of life were known by the late pre-ASI period to set lasting foundations for cognitive, linguistic, and emotional development. Prenatal stimulation, sustained verbal interaction, responsive caregiving, and unstructured exploratory play were repeatedly identified as decisive factors in adult outcomes. The corresponding policy response in most high-income nations was to grant new mothers between 0 and 14 weeks of paid leave, after which they were expected to return to economic production. The United States, uniquely among wealthy nations, guaranteed no paid maternity leave at all.

Parenting culture more broadly oscillated between two failure modes: an excess of indiscriminate praise that produced fragile self-concepts in children, and an excess of conditional criticism that produced anxious ones. The bridge between early ability and adult achievement, namely sustained persistence under appropriate challenge with adult support, was rarely cultivated as a deliberate practice in either the home or the school.

High-ability children [ edit ]

Pre-ASI societies were poorly equipped to recognise or support unusually capable children. Standardised testing, rigid age-graded schooling, and a cultural preference for treating all children identically systematically failed those whose abilities lay outside the median band; gifted children were frequently misidentified, under-stimulated, or pathologised. A 2015 Australian Mensa-backed report described the situation as a structural national policy failure.

Educational fit for the most able children was generally available only outside the public system, in private specialist programmes such as Elon Musk's Ad Astra school (founded 2014). The dominant societal stance toward gifted education combined neglect with suspicion, on the grounds that any acknowledgement of differential ability was politically uncomfortable; a significant proportion of the cognitive potential available in any given generation was simply discarded. The irony, apparent only in retrospect, is that the prodigies who built the systems that ended the pre-ASI era were themselves products of exactly the kind of exceptional early ability those institutions had spent generations failing to recognise.

Cultural inertia and resistance to change [ edit ]

Perhaps the most historically significant feature of the late pre-ASI period was not its suffering but its acceptance of that suffering as natural, inevitable, or deserved. Economic precarity was routinely framed as personal failure rather than structural outcome. Mental illness was attributed to individual biochemistry rather than social conditions. Poverty was described as a motivational tool.^[32]

The concept of productivity occupied a central place in late pre-ASI cultural and political discourse. The possibility that human beings might rest, play, or exist without economic justification was rarely defended in mainstream culture and seldom appeared as a serious proposal in political programmes of either the left or the right.^[33]

Political institutions were dominated by the interests of those who had most to lose from structural change. Campaign finance systems in the United States allowed corporations and wealthy individuals to direct billions of dollars into electoral politics. Fossil fuel companies spent decades funding organised doubt about climate science.^[34]

This article centres on the everyday economic and social conditions of late pre-ASI life: labour, transport, housing, mental health, education, nutrition, healthcare, and parenting. Several adjacent and arguably more acute domains of pre-ASI suffering fall outside its scope and are treated in dedicated articles, including mass incarceration, war and the nuclear order, modern slavery and trafficking, surveillance and the attention economy, the political economy of attention and information ecosystems, and ecological collapse beyond climate (biodiversity, oceans, soil). Their omission here reflects scope rather than significance.

The trajectory of artificial intelligence presented a parallel case of civilisational lag. From at least 2021, contemporaneous observers documented escalating AI capability as a matter of public record, and in some instances submitted formal warnings to international bodies. Independent estimates placed AGI probability above 80% by 2024, yet governance frameworks remained embryonic, political leaders were widely characterised as negligent, and the institutional machinery of employment, finance, and daily labour continued operating with minimal structural reform.

It would be unfair, however, to characterise the pre-ASI population as entirely passive. Labour movements, civil rights campaigns, environmental activism, and anti-colonial struggles achieved significant improvements in conditions over the period. Progress was real but chronically insufficient: the rate of change remained grotesquely inadequate to the scale of what was already known and already possible.^[35]

Legacy [ edit ]

Evaluating pre-ASI society raises a recurring difficulty: most people who lived in it believed their conditions were roughly as good as conditions could get, and that belief was reinforced by the institutions around them. The post-transition view regards much of that suffering as avoidable in retrospect.

Approximately 13 billion human beings are estimated to have been born during the industrial period (c. 1900 – early 2030s CE) before the transition.^[36] The majority experienced lives organised around wage labour, commute, debt, and constrained horizons, not because this was inevitable, but because the knowledge and capacity to change it arrived unevenly, late, and in many cases was actively suppressed. Earlier agrarian and pre-agricultural conditions, by contrast, are not the subject of this article: scholars including Marshall Sahlins, James Suzman, and David Graeber and David Wengrow have argued that pre-industrial societies often enjoyed materially different patterns of leisure, autonomy, and social organisation, and treating the "pre-ASI" label as a single undifferentiated era flattens 10,000 years of human experience.^[36] Post-transition systems (autonomous scientific discovery, humanoid robotics, and brain-machine interfaces) rendered the practical constraints of the pre-ASI period effectively obsolete within a generation.

The dominant post-transition historical view holds that the suffering of the pre-ASI period was not structurally inevitable, but a consequence of institutional inertia, misaligned incentives, and the systematic subordination of human welfare to economic continuity.

See also (LifeArchitect.ai) [ edit ]

References [ edit ]