dying·humanity
EVIDENCE LIVE FEED
2026-05-20Carbon Brief12-month global temperature anomaly stays above 1.55°C for the third consecutive year.·2026-02-05FASNew START Treaty officially expires with no successor agreement; nuclear-arms-control architecture collapses.·2025-12-04ReutersEuropean far-right gains in multiple national elections; centrist coalitions struggle to form.·2025-11-12ReutersWhite-collar AI layoffs accelerate across legal, marketing, and customer-support sectors.·2025-10-30WHOWHO: adolescent mental-health diagnoses up sharply versus pre-pandemic baseline.·2025-09-15LancetLancet study: indirect death toll from Gaza war likely exceeds 186,000.·2025-07-22CopernicusEurope shatters multiple national heat records in July heatwave; 50°C hit in parts of the south.·2025-06-22CNNUS bombs Iranian nuclear facilities at Fordow, Natanz, and Isfahan during '12-day war.'·2025-06-13ReutersIsrael launches large-scale strikes on Iranian nuclear and command targets.·2025-04-30BBCIndia and Pakistan exchange strikes after Pahalgam attack in Kashmir.·2025-04-02ReutersTrump announces sweeping 'reciprocal' tariffs; global markets sell off hard.·2025-02-06ReutersTrump pauses most USAID funding; foreign-aid programs and partners scramble.·2025-01-20ReutersTrump returns to the White House; day-one executive orders on tariffs, deportations, climate, and TikTok.·2024-12-08ReutersBashar al-Assad regime falls in Syria after 53 years; rebels enter Damascus.·2024-11-21Al JazeeraICC issues arrest warrant for Netanyahu over Gaza war crimes allegations.·2024-11-05APDonald Trump wins second term; Republicans take both chambers of Congress.·2024-09-27ReutersIsraeli airstrike kills Hezbollah leader Hassan Nasrallah in Beirut.·2024-09-17ReutersCoordinated pager attacks in Lebanon kill dozens and wound thousands attributed to Hezbollah.·2026-05-20Carbon Brief12-month global temperature anomaly stays above 1.55°C for the third consecutive year.·2026-02-05FASNew START Treaty officially expires with no successor agreement; nuclear-arms-control architecture collapses.·2025-12-04ReutersEuropean far-right gains in multiple national elections; centrist coalitions struggle to form.·2025-11-12ReutersWhite-collar AI layoffs accelerate across legal, marketing, and customer-support sectors.·2025-10-30WHOWHO: adolescent mental-health diagnoses up sharply versus pre-pandemic baseline.·2025-09-15LancetLancet study: indirect death toll from Gaza war likely exceeds 186,000.·2025-07-22CopernicusEurope shatters multiple national heat records in July heatwave; 50°C hit in parts of the south.·2025-06-22CNNUS bombs Iranian nuclear facilities at Fordow, Natanz, and Isfahan during '12-day war.'·2025-06-13ReutersIsrael launches large-scale strikes on Iranian nuclear and command targets.·2025-04-30BBCIndia and Pakistan exchange strikes after Pahalgam attack in Kashmir.·2025-04-02ReutersTrump announces sweeping 'reciprocal' tariffs; global markets sell off hard.·2025-02-06ReutersTrump pauses most USAID funding; foreign-aid programs and partners scramble.·2025-01-20ReutersTrump returns to the White House; day-one executive orders on tariffs, deportations, climate, and TikTok.·2024-12-08ReutersBashar al-Assad regime falls in Syria after 53 years; rebels enter Damascus.·2024-11-21Al JazeeraICC issues arrest warrant for Netanyahu over Gaza war crimes allegations.·2024-11-05APDonald Trump wins second term; Republicans take both chambers of Congress.·2024-09-27ReutersIsraeli airstrike kills Hezbollah leader Hassan Nasrallah in Beirut.·2024-09-17ReutersCoordinated pager attacks in Lebanon kill dozens and wound thousands attributed to Hezbollah.·
2024-08-24FTPavel Durov arrested in France; Telegram free-speech and crime debate erupts.·2024-08-04ReutersOpenAI o1 'reasoning' model debuts; cost of intelligent compute keeps falling.·2024-07-13ReutersTrump shot at Pennsylvania rally; survives.·2024-05-30ReutersDonald Trump becomes first US former president convicted of a felony.·2024-04-13BBCIran launches its first-ever direct strike on Israel: 300+ missiles and drones.·2024-02-16ReutersAlexei Navalny dies in Russian Arctic penal colony.·2024-01-26APICJ orders Israel to prevent genocidal acts in Gaza; genocide case proceeds.·2024-01-09ReutersHouthi attacks on Red Sea shipping force major carriers to reroute around Africa.·2023-12-12ReutersCOP28 ends with first-ever call for the world to 'transition away from fossil fuels.'·2023-11-15UN OCHAGaza death toll passes 11,000; UN warns of famine and collapse of medical system.·2023-10-07ReutersHamas attacks southern Israel; 1,195 killed and 251 hostages taken.·2023-09-08CopernicusEarth surpasses 1.5°C above pre-industrial averaged over 12 months for the first time.·2023-08-23ReutersYevgeny Prigozhin killed in a plane crash north of Moscow.·2023-08-08APMaui wildfires destroy historic Lahaina and kill at least 100.·2023-06-23FTWagner Group mutiny; Prigozhin's column marches on Moscow, then turns back.·2023-05-05WHOWHO declares the end of the COVID-19 global health emergency.·2023-03-22WMOAtmospheric CO₂ breaks 420 ppm for the first time in 4 million years.·2023-02-06ReutersEarthquake in Türkiye and Syria kills more than 59,000.·2022-11-30ReutersOpenAI launches ChatGPT to the public; mass-market generative AI begins.·2022-10-27ReutersElon Musk completes Twitter takeover; mass layoffs and policy reversals follow.·2024-08-24FTPavel Durov arrested in France; Telegram free-speech and crime debate erupts.·2024-08-04ReutersOpenAI o1 'reasoning' model debuts; cost of intelligent compute keeps falling.·2024-07-13ReutersTrump shot at Pennsylvania rally; survives.·2024-05-30ReutersDonald Trump becomes first US former president convicted of a felony.·2024-04-13BBCIran launches its first-ever direct strike on Israel: 300+ missiles and drones.·2024-02-16ReutersAlexei Navalny dies in Russian Arctic penal colony.·2024-01-26APICJ orders Israel to prevent genocidal acts in Gaza; genocide case proceeds.·2024-01-09ReutersHouthi attacks on Red Sea shipping force major carriers to reroute around Africa.·2023-12-12ReutersCOP28 ends with first-ever call for the world to 'transition away from fossil fuels.'·2023-11-15UN OCHAGaza death toll passes 11,000; UN warns of famine and collapse of medical system.·2023-10-07ReutersHamas attacks southern Israel; 1,195 killed and 251 hostages taken.·2023-09-08CopernicusEarth surpasses 1.5°C above pre-industrial averaged over 12 months for the first time.·2023-08-23ReutersYevgeny Prigozhin killed in a plane crash north of Moscow.·2023-08-08APMaui wildfires destroy historic Lahaina and kill at least 100.·2023-06-23FTWagner Group mutiny; Prigozhin's column marches on Moscow, then turns back.·2023-05-05WHOWHO declares the end of the COVID-19 global health emergency.·2023-03-22WMOAtmospheric CO₂ breaks 420 ppm for the first time in 4 million years.·2023-02-06ReutersEarthquake in Türkiye and Syria kills more than 59,000.·2022-11-30ReutersOpenAI launches ChatGPT to the public; mass-market generative AI begins.·2022-10-27ReutersElon Musk completes Twitter takeover; mass layoffs and policy reversals follow.·
2026-05-20Carbon Brief12-month global temperature anomaly stays above 1.55°C for the third consecutive year.·2026-02-05FASNew START Treaty officially expires with no successor agreement; nuclear-arms-control architecture collapses.·2025-12-04ReutersEuropean far-right gains in multiple national elections; centrist coalitions struggle to form.·2025-11-12ReutersWhite-collar AI layoffs accelerate across legal, marketing, and customer-support sectors.·2025-10-30WHOWHO: adolescent mental-health diagnoses up sharply versus pre-pandemic baseline.·2025-09-15LancetLancet study: indirect death toll from Gaza war likely exceeds 186,000.·2025-07-22CopernicusEurope shatters multiple national heat records in July heatwave; 50°C hit in parts of the south.·2025-06-22CNNUS bombs Iranian nuclear facilities at Fordow, Natanz, and Isfahan during '12-day war.'·2025-06-13ReutersIsrael launches large-scale strikes on Iranian nuclear and command targets.·2025-04-30BBCIndia and Pakistan exchange strikes after Pahalgam attack in Kashmir.·2025-04-02ReutersTrump announces sweeping 'reciprocal' tariffs; global markets sell off hard.·2025-02-06ReutersTrump pauses most USAID funding; foreign-aid programs and partners scramble.·2025-01-20ReutersTrump returns to the White House; day-one executive orders on tariffs, deportations, climate, and TikTok.·2024-12-08ReutersBashar al-Assad regime falls in Syria after 53 years; rebels enter Damascus.·2024-11-21Al JazeeraICC issues arrest warrant for Netanyahu over Gaza war crimes allegations.·2024-11-05APDonald Trump wins second term; Republicans take both chambers of Congress.·2024-09-27ReutersIsraeli airstrike kills Hezbollah leader Hassan Nasrallah in Beirut.·2024-09-17ReutersCoordinated pager attacks in Lebanon kill dozens and wound thousands attributed to Hezbollah.·2024-08-24FTPavel Durov arrested in France; Telegram free-speech and crime debate erupts.·2024-08-04ReutersOpenAI o1 'reasoning' model debuts; cost of intelligent compute keeps falling.·2024-07-13ReutersTrump shot at Pennsylvania rally; survives.·2024-05-30ReutersDonald Trump becomes first US former president convicted of a felony.·2024-04-13BBCIran launches its first-ever direct strike on Israel: 300+ missiles and drones.·2024-02-16ReutersAlexei Navalny dies in Russian Arctic penal colony.·2024-01-26APICJ orders Israel to prevent genocidal acts in Gaza; genocide case proceeds.·2024-01-09ReutersHouthi attacks on Red Sea shipping force major carriers to reroute around Africa.·2023-12-12ReutersCOP28 ends with first-ever call for the world to 'transition away from fossil fuels.'·2023-11-15UN OCHAGaza death toll passes 11,000; UN warns of famine and collapse of medical system.·2023-10-07ReutersHamas attacks southern Israel; 1,195 killed and 251 hostages taken.·2023-09-08CopernicusEarth surpasses 1.5°C above pre-industrial averaged over 12 months for the first time.·2023-08-23ReutersYevgeny Prigozhin killed in a plane crash north of Moscow.·2023-08-08APMaui wildfires destroy historic Lahaina and kill at least 100.·2023-06-23FTWagner Group mutiny; Prigozhin's column marches on Moscow, then turns back.·2023-05-05WHOWHO declares the end of the COVID-19 global health emergency.·2023-03-22WMOAtmospheric CO₂ breaks 420 ppm for the first time in 4 million years.·2023-02-06ReutersEarthquake in Türkiye and Syria kills more than 59,000.·2022-11-30ReutersOpenAI launches ChatGPT to the public; mass-market generative AI begins.·2022-10-27ReutersElon Musk completes Twitter takeover; mass layoffs and policy reversals follow.·2022-09-16GuardianMahsa Amini dies in Iranian custody; women-led protests sweep the country.·2022-09-08BBCQueen Elizabeth II dies after 70 years on the throne.·2022-08-31ReutersPakistan floods displace 33 million; a third of the country underwater.·2022-06-24NYTUS Supreme Court overturns Roe v. Wade, ending the constitutional right to abortion.·2022-05-24NYTGunman kills 19 children and 2 teachers at Robb Elementary in Uvalde, Texas.·2022-03-09APRussian shelling of a Mariupol maternity hospital draws global condemnation.·2022-02-24BBCRussia launches full-scale invasion of Ukraine; largest land war in Europe since 1945.·2021-11-30NatureOmicron variant detected in southern Africa; spreads globally within weeks.·2021-10-31Carbon BriefIPCC: world on a 2.7°C warming track even if every Paris pledge is met.·2021-08-15ReutersTaliban enter Kabul; Afghan government collapses within hours of US withdrawal.·2021-07-09BBCWestern Canada heat dome kills 600 in days; Lytton burns to the ground.·2021-07-01BBCHong Kong's Apple Daily forced to shut as Beijing tightens national-security law.·2021-03-23FTContainer ship Ever Given blocks the Suez Canal for six days, halting global trade.·2021-02-15Texas TribuneTexas power grid collapses in winter storm; hundreds die in their homes.·2021-01-06ReutersPro-Trump mob storms the US Capitol to block certification of the election; five dead.·2020-12-31WHOGlobal COVID-19 deaths pass 1.8 million in the pandemic's first year.·2020-11-07APBiden defeats Trump; Trump refuses to concede the election.·2020-09-09SF ChronicleCalifornia wildfire smoke turns the San Francisco sky a dystopian orange.·2020-08-04Al JazeeraBeirut port explosion kills more than 200 and flattens half the city.·2020-05-25NYTGeorge Floyd killed by Minneapolis police; protests sweep cities worldwide.·2020-03-11BBCWHO declares COVID-19 a pandemic; global lockdowns begin.·2020-01-30ReutersWHO declares novel coronavirus a global health emergency.·2026-05-20Carbon Brief12-month global temperature anomaly stays above 1.55°C for the third consecutive year.·2026-02-05FASNew START Treaty officially expires with no successor agreement; nuclear-arms-control architecture collapses.·2025-12-04ReutersEuropean far-right gains in multiple national elections; centrist coalitions struggle to form.·2025-11-12ReutersWhite-collar AI layoffs accelerate across legal, marketing, and customer-support sectors.·2025-10-30WHOWHO: adolescent mental-health diagnoses up sharply versus pre-pandemic baseline.·2025-09-15LancetLancet study: indirect death toll from Gaza war likely exceeds 186,000.·2025-07-22CopernicusEurope shatters multiple national heat records in July heatwave; 50°C hit in parts of the south.·2025-06-22CNNUS bombs Iranian nuclear facilities at Fordow, Natanz, and Isfahan during '12-day war.'·2025-06-13ReutersIsrael launches large-scale strikes on Iranian nuclear and command targets.·2025-04-30BBCIndia and Pakistan exchange strikes after Pahalgam attack in Kashmir.·2025-04-02ReutersTrump announces sweeping 'reciprocal' tariffs; global markets sell off hard.·2025-02-06ReutersTrump pauses most USAID funding; foreign-aid programs and partners scramble.·2025-01-20ReutersTrump returns to the White House; day-one executive orders on tariffs, deportations, climate, and TikTok.·2024-12-08ReutersBashar al-Assad regime falls in Syria after 53 years; rebels enter Damascus.·2024-11-21Al JazeeraICC issues arrest warrant for Netanyahu over Gaza war crimes allegations.·2024-11-05APDonald Trump wins second term; Republicans take both chambers of Congress.·2024-09-27ReutersIsraeli airstrike kills Hezbollah leader Hassan Nasrallah in Beirut.·2024-09-17ReutersCoordinated pager attacks in Lebanon kill dozens and wound thousands attributed to Hezbollah.·2024-08-24FTPavel Durov arrested in France; Telegram free-speech and crime debate erupts.·2024-08-04ReutersOpenAI o1 'reasoning' model debuts; cost of intelligent compute keeps falling.·2024-07-13ReutersTrump shot at Pennsylvania rally; survives.·2024-05-30ReutersDonald Trump becomes first US former president convicted of a felony.·2024-04-13BBCIran launches its first-ever direct strike on Israel: 300+ missiles and drones.·2024-02-16ReutersAlexei Navalny dies in Russian Arctic penal colony.·2024-01-26APICJ orders Israel to prevent genocidal acts in Gaza; genocide case proceeds.·2024-01-09ReutersHouthi attacks on Red Sea shipping force major carriers to reroute around Africa.·2023-12-12ReutersCOP28 ends with first-ever call for the world to 'transition away from fossil fuels.'·2023-11-15UN OCHAGaza death toll passes 11,000; UN warns of famine and collapse of medical system.·2023-10-07ReutersHamas attacks southern Israel; 1,195 killed and 251 hostages taken.·2023-09-08CopernicusEarth surpasses 1.5°C above pre-industrial averaged over 12 months for the first time.·2023-08-23ReutersYevgeny Prigozhin killed in a plane crash north of Moscow.·2023-08-08APMaui wildfires destroy historic Lahaina and kill at least 100.·2023-06-23FTWagner Group mutiny; Prigozhin's column marches on Moscow, then turns back.·2023-05-05WHOWHO declares the end of the COVID-19 global health emergency.·2023-03-22WMOAtmospheric CO₂ breaks 420 ppm for the first time in 4 million years.·2023-02-06ReutersEarthquake in Türkiye and Syria kills more than 59,000.·2022-11-30ReutersOpenAI launches ChatGPT to the public; mass-market generative AI begins.·2022-10-27ReutersElon Musk completes Twitter takeover; mass layoffs and policy reversals follow.·2022-09-16GuardianMahsa Amini dies in Iranian custody; women-led protests sweep the country.·2022-09-08BBCQueen Elizabeth II dies after 70 years on the throne.·2022-08-31ReutersPakistan floods displace 33 million; a third of the country underwater.·2022-06-24NYTUS Supreme Court overturns Roe v. Wade, ending the constitutional right to abortion.·2022-05-24NYTGunman kills 19 children and 2 teachers at Robb Elementary in Uvalde, Texas.·2022-03-09APRussian shelling of a Mariupol maternity hospital draws global condemnation.·2022-02-24BBCRussia launches full-scale invasion of Ukraine; largest land war in Europe since 1945.·2021-11-30NatureOmicron variant detected in southern Africa; spreads globally within weeks.·2021-10-31Carbon BriefIPCC: world on a 2.7°C warming track even if every Paris pledge is met.·2021-08-15ReutersTaliban enter Kabul; Afghan government collapses within hours of US withdrawal.·2021-07-09BBCWestern Canada heat dome kills 600 in days; Lytton burns to the ground.·2021-07-01BBCHong Kong's Apple Daily forced to shut as Beijing tightens national-security law.·2021-03-23FTContainer ship Ever Given blocks the Suez Canal for six days, halting global trade.·2021-02-15Texas TribuneTexas power grid collapses in winter storm; hundreds die in their homes.·2021-01-06ReutersPro-Trump mob storms the US Capitol to block certification of the election; five dead.·2020-12-31WHOGlobal COVID-19 deaths pass 1.8 million in the pandemic's first year.·2020-11-07APBiden defeats Trump; Trump refuses to concede the election.·2020-09-09SF ChronicleCalifornia wildfire smoke turns the San Francisco sky a dystopian orange.·2020-08-04Al JazeeraBeirut port explosion kills more than 200 and flattens half the city.·2020-05-25NYTGeorge Floyd killed by Minneapolis police; protests sweep cities worldwide.·2020-03-11BBCWHO declares COVID-19 a pandemic; global lockdowns begin.·2020-01-30ReutersWHO declares novel coronavirus a global health emergency.·
DYING·HUMANITY / PILLAR / TECH & ATTENTION

OUR ATTENTION IS THE PRODUCT.
WE ARE NOT THE BUYER.

Average sustained attention on a single screen task fell from 150 seconds in 2004 to 47 seconds in 2023 (Mark / UC Irvine longitudinal studies). Global adults spend ~6h40m a day on internet-connected screens (DataReportal 2025); US teens 8h47m on personal devices alone (Common Sense 2024). 27% of OECD jobs now show high exposure to generative AI, up from ~6% in 2020 (OECD Employment Outlook 2024). The platforms are doing what their objective functions tell them to.

T −13years·0days·00hrs:00min:00sec
SEVERE· COMPOSITE 74/100
THE NUMBERS

Six figures behind the composite.

47
sec
Average time on a single screen task before switching, 2023
Was 150 sec in 2004. Mark / UC Irvine longitudinal behavioural-attention studies. Multi-decade collapse, not a recent dip.
6h40m
Average daily internet-connected screen time, global adults
DataReportal 2025. US adults higher (~7h30m). Excludes some work-required screen contexts.
144
Median smartphone pickups per day
Asurion 2024. Heavy users cross 200. Each pickup interrupts whatever cognitive context preceded it.
27
%
OECD jobs with high or significant generative-AI exposure, 2024
OECD Employment Outlook 2024. Up from ~6% in 2020. Legal, marketing, customer support, education already feeling the first wave.
62
%
·
Top-grossing apps using at least one manipulative design pattern
Princeton dark-patterns research; FTC 2022 staff report. Sneak-in, forced action, friction.
8h47m
Median US teen personal-screen time
Common Sense Media Census 2024. Excludes schoolwork. Roughly two-thirds of waking hours.
COMPOSITE

One 0-100 score.

025456582100
74
Composite Index
Severe
CURRENT READING

Heuristic seed snapshot. Median daily screen time among adults is roughly seven hours; US teens sit at ~8h47m of personal-screen use; sustained attention on a single task is now measured in tens of seconds rather than minutes. Generative AI has begun the first measurable wave of white-collar labour displacement. Dark patterns ship in roughly two-thirds of top-grossing apps. OECD survey data shows self-reported autonomy declining since 2010. None of this is the unintended consequence of the platforms. It is what they were optimised for.

Severe· composite 74/100
TRAJECTORY

Over time.

ATTENTION SPAN · 2004 TO 2023

150 seconds in 2004. 47 seconds in 2023.

0.00 sec42.5 sec85.0 sec128 sec170 sec200420062008201020122014201620182020202247 sec · floor since 201647.0 sec

Gloria Mark's information-worker studies, measuring actual screen-switching behaviour rather than self-report. Most of the collapse pre-dates short-form video; the floor has held at ~47 seconds since 2016.

GENERATIVE AI EXPOSURE · 2020 TO 2024

OECD jobs with high exposure: 6% to 27% in four years.

0.00%10.0%20.0%30.0%40.0%2020202120222023202427% · OECD median, 202427.0%

OECD Employment Outlook 2023 + 2024 task-exposure methodology. The slope from 2022 tracks the public release of consumer-grade LLMs. Exposure isn't automation; the first-order effect is changed task composition.

SIGNALS

What the score is measuring.

Daily screen-time, all ages
Median hours per day spent on internet-connected screens, weighted across adult populations.
weight 13% · sources: DataReportal Digital 2025, Nielsen Total Audience Report
DataReportal Digital 2025: average internet user spends ~6h40m online per day. US adults higher (~7h30m). Excludes work-required screens for some methodologies.
cit: DataReportal 2025 · Nielsen
7.0
Adolescent screen-time
Median hours per day on personal devices, ages 11 to 17.
weight 12% · sources: Common Sense Media Census, OECD PISA Wellbeing
Common Sense Media 2024: median 8h47m of personal-screen use among US teens 13-18, excluding schoolwork.
cit: Common Sense Media 2024
8.0
Smartphone pickups per day
Median count of distinct device unlocks per day.
weight 8% · sources: Asurion mobile-attachment research, Common Sense Media
Median ~144 pickups per day across studies; heavy users >200. Each pickup interrupts whatever cognitive context preceded it.
cit: Asurion 2024 · Common Sense Media
8.0
Sustained attention span
Average time spent on a single screen task before switching, measured behaviourally.
weight 10% · sources: Mark et al. UCI Information Worker Study, Microsoft Research
Gloria Mark / UC Irvine: average time on a single screen task fell from ~150 sec (2004) to ~47 sec (2023). Multi-decade behavioural-attention collapse.
cit: Mark 2023; Attention Span
8.0
Recommendation-system content concentration
Share of total time spent on top-200 most-engaged accounts/feeds per platform.
weight 10% · sources: AlgoTransparency audit, Mozilla TikTok ReporterLLM-assisted
Mozilla TikTok Reporter studies + AlgoTransparency audits indicate substantial within-platform content concentration on small top-account sets. Discoverability for non-aligned creators is structurally limited.
cit: Mozilla Foundation · AlgoTransparency
7.0
Generative AI workforce displacement
Share of work tasks in OECD economies measurably affected by widely-deployed generative AI.
weight 10% · sources: OECD Employment Outlook 2024, Brookings GenAI labor analysesLLM-assisted
OECD Employment Outlook 2024: ~27% of jobs in member economies are in occupations with high exposure to generative AI. Initial displacement effects already measurable in legal, marketing, customer support.
cit: OECD EO 2024 · Brookings 2025
6.0
Dark-pattern prevalence
Proportion of top-grossing apps employing manipulative design patterns (sneak-in, forced action, friction).
weight 7% · sources: FTC dark-patterns report 2022, Princeton dark-patterns researchLLM-assisted
FTC staff report 2022: dark patterns are pervasive across consumer-facing digital products. Princeton study found ~62% of top-grossing apps use at least one manipulative pattern.
cit: FTC 2022 · Princeton DP
8.0
Attention-capture platform time
Hours per week on short-form video and feed-driven platforms (TikTok, Reels, Shorts).
weight 10% · sources: DataReportal, Sensor Tower
DataReportal: average ~2h23m/day on social-media platforms globally; short-form video drives further per-minute engagement intensity. TikTok median session ~70 min for teens.
cit: DataReportal 2025 · Sensor Tower
8.0
Self-reported autonomy & agency
Composite of survey items on perceived control over one's time, focus, and choices.
weight 10% · sources: World Values Survey, Pew Research American Trends Panel
World Values Survey / Pew: self-reported sense of control over one's time and attention has declined across OECD cohorts since 2010; sharpest in 18-29 group.
cit: WVS Wave 7 · Pew ATP
7.0
Tech-attributable sleep displacement
Share of adults reporting that screen use directly displaces sleep, with measured sleep-onset delay.
weight 10% · sources: National Sleep Foundation Sleep in America, CDC BRFSS
National Sleep Foundation: ~58% of US adults report screen use within an hour of bedtime; ~35% sleep under 7h. Sleep-onset delays of 30-60 minutes routinely measured in study populations using devices in bed.
cit: NSF Sleep in America 2024 · CDC BRFSS
7.0
PERSPECTIVES

Several traditions reading the same data.

On the question of

Are smartphones bad for us, and if so, in what way?

Smartphones & the human attention
Western scientific
Public health / Surgeon General

Social-media platforms can profoundly affect the mental health and wellbeing of adolescents, with magnitudes large enough to warrant public-health-level interventions: age limits, default-off recommendations, school phone-free policies. The current product design is not a neutral tool; the data justifies treating it as a regulated environment.

We are now experiencing one of the most consequential national experiments in real time.

US Surgeon General, Social Media and Youth Mental Health Advisory (2023)
Western scientific
Phone-based childhood thesis

The 2010-2015 shift to smartphones + algorithmic feeds explains the simultaneous adolescent mental-health collapse across multiple Anglosphere countries. Four reforms: no smartphones before high school, no social media before 16, phone-free schools, far more unsupervised play. The mechanism is sleep, comparison, attention fragmentation, and the displacement of in-person time.

Jonathan Haidt, The Anxious Generation (2024)
Industry
Humane technology / Time Well Spent

The harms come from the engagement-maximising business model, not the technology itself. Redesign incentives (subscription instead of attention auction), redesign defaults (no infinite scroll, no autoplay), redesign interfaces (calm tech, intentional friction). The industry can fix this without external regulation if it chooses to.

Tristan Harris / Center for Humane Technology
Critical
Surveillance capitalism

Treating this as 'attention' miscasts it. What is being extracted, predicted, and sold is behavioural surplus: traces of activity used to predict and modify future behaviour. The platforms are not bad for us as a quirk; they are bad for us as a logical consequence of their economic model, which is incompatible with informed democratic participation.

We are no longer the subject. We are the raw material.

Shoshana Zuboff, The Age of Surveillance Capitalism (2019)
Eastern contemplative
Contemplative / Buddhist

Attention is the substrate of meaning. A fragmented attention is a fragmented life. The contemplative answer is not anti-technology but pro-discipline: meditation, sangha, monastic-style intervals away from devices. The traditions had centuries to develop tools for this; the current generation is the first that needs them at scale.

Mind & Life Institute; Jon Kabat-Zinn MBSR; Yongey Mingyur Rinpoche
Critical
Tech-as-tool counterpoint

The moral-panic framing collapses several distinct issues into one (gaming, social media, smartphones, the internet). Specific products and uses have specific effects; aggregate dose-response curves are weaker than the headlines suggest. The reasonable interventions are targeted (algorithm transparency, addictive-design bans) rather than blanket (smartphone bans).

Andrew Przybylski et al.; Candice Odgers; Nature Reviews Psychology meta-analyses
Lived experience
Educator / parent

From classrooms: phones are the single largest behavioural-control issue teachers raise. From parents: device negotiation is the single largest family-conflict pattern in families with adolescents. The instruments may be debated; the lived-experience signal is large and consistent across continents.

PISA wellbeing supplement; UNESCO Global Education Monitoring 2023
On the question of

What happens to human autonomy and work as generative AI scales?

Generative AI & agency
Industry
Capability-expansion / industry

AI is a tool that lets one human do what previously required ten. The historical pattern is that labour-saving tools eventually create more jobs than they destroy, by lowering the cost of the underlying activity (more accounting, more software, more medicine). Friction is real; net effect is broadly positive.

OpenAI / Anthropic public statements; David Autor productivity work
Critical
Labour-displacement / Acemoglu

Twenty-first century 'automation' is unusually exposed to capture: a small number of compute-owning firms get the productivity gains while displaced workers face year-scale retraining gaps with no compensating wage growth. Without policy, this is the wrong kind of technological change.

Acemoglu & Johnson, Power and Progress (2023); Brookings 2024
Western scientific
Alignment-first

The economic story is downstream of an existential one: as systems become more capable than humans across measurable domains, the central question is whose values they encode and whether they remain governable. The labour effects will be massive; the governance effects could be terminal.

Stuart Russell, Human Compatible (2019); Anthropic alignment papers
Critical
Critical AI / Bender, Crawford

What gets called 'AI' is a vast extractive infrastructure built on human-generated data without consent and human labour without protection. The labour displaced first is also typically the labour least visible: data labelling, content moderation, frontline service. The harms are present, gendered, and racialised; the benefits are not.

Emily Bender, On the Dangers of Stochastic Parrots; Kate Crawford, Atlas of AI
Lived experience
Educator / teacher

From the classroom: students who use generative AI well learn faster. Students who use it as a substitute for thinking lose the practice of thinking. The pedagogical task is not banning the tool but making the practice of un-aided cognition still happen alongside it. Many institutions are not equipped to do that.

UNESCO Generative AI in Education 2023; Stanford HAI
TRUST

Sources, weights, and code are open.

Data provenance

Where every number comes from

The composite index is computed from the signals listed on this page, each backed by one or more named sources. Where the source publishes a public dataset or feed it is linked below; where a signal involves qualitative judgement, the LLM-assisted pass is explicitly marked on the signal card.

  • ·AlgoTransparency audit
  • ·Asurion mobile-attachment research
  • ·Brookings GenAI labor analyses
  • ·CDC BRFSS
  • ·Common Sense Media
  • ·Common Sense Media Census
  • ·DataReportal
  • ·DataReportal Digital 2025
  • ·FTC dark-patterns report 2022
  • ·Mark et al. UCI Information Worker Study
  • ·Microsoft Research
  • ·Mozilla TikTok Reporter
  • ·National Sleep Foundation Sleep in America
  • ·Nielsen Total Audience Report
  • ·OECD Employment Outlook 2024
  • ·OECD PISA Wellbeing
  • ·Pew Research American Trends Panel
  • ·Princeton dark-patterns research
  • ·Sensor Tower
  • ·World Values Survey
Audit trail

Everything is versioned

  • Every hourly snapshot is committed to git with a message naming the signals that moved.
  • A daily snapshot is archived to data/history-current/ for the calibration log.
  • Raw scraped article lists are written to data/raw/ so a score is reproducible from its input bundle.
  • Signal definitions, weights, and seeded scores all live in plain JSON or TypeScript; anyone can open a PR challenging a value and explain why.
What this is NOT
Not a prediction.
The composite index is descriptive. Subjective estimates are published openly so the track record becomes visible, not because the author believes them precisely calibrated today.
Not journalism.
Sources are listed but this is not original reporting. If the inputs feeding the LLM are wrong, the score is wrong. Triangulate with primary reporting before drawing conclusions.
Not impartial.
Signal definitions, weights, and historical scores reflect the author's reading. Bias is unavoidable in this kind of synthesis; the mitigation is that it's all explicit and challengeable signal by signal.
METHODOLOGY

How this pillar is scored.

Methodology & limits

Structural signals (screen time, attention span, autonomy) and faster-moving signals (recommendation concentration, AI displacement) get weighted together. Behavioural attention is treated as a hard measure rather than a soft proxy. Once average sustained attention on a single task drops below a minute, the downstream effects across mental health, polarisation, and learning are largely predictable.

AI displacement sits at 6/10 today. Measurable disruption is clear in specific white-collar sectors (legal research, marketing copy, tier-1 customer support, junior engineering tasks) but not yet across the OECD median worker. The trajectory may push this to 8 or 9 by 2030; the snapshot here reflects current readings, not the projection.

This pillar is built to be read alongside mental health. Many of the adolescent mental-health signals there are downstream of the attention and platform signals here.

Daily screen-time, all ages
w 13%
Median hours per day spent on internet-connected screens, weighted across adult populations.
sources: DataReportal Digital 2025, Nielsen Total Audience Report
Adolescent screen-time
w 12%
Median hours per day on personal devices, ages 11 to 17.
sources: Common Sense Media Census, OECD PISA Wellbeing
Smartphone pickups per day
w 8%
Median count of distinct device unlocks per day.
sources: Asurion mobile-attachment research, Common Sense Media
Sustained attention span
w 10%
Average time spent on a single screen task before switching, measured behaviourally.
sources: Mark et al. UCI Information Worker Study, Microsoft Research
Recommendation-system content concentration
w 10%
Share of total time spent on top-200 most-engaged accounts/feeds per platform.
sources: AlgoTransparency audit, Mozilla TikTok Reporter · LLM-assisted
Generative AI workforce displacement
w 10%
Share of work tasks in OECD economies measurably affected by widely-deployed generative AI.
sources: OECD Employment Outlook 2024, Brookings GenAI labor analyses · LLM-assisted
Dark-pattern prevalence
w 7%
Proportion of top-grossing apps employing manipulative design patterns (sneak-in, forced action, friction).
sources: FTC dark-patterns report 2022, Princeton dark-patterns research · LLM-assisted
Attention-capture platform time
w 10%
Hours per week on short-form video and feed-driven platforms (TikTok, Reels, Shorts).
sources: DataReportal, Sensor Tower
Self-reported autonomy & agency
w 10%
Composite of survey items on perceived control over one's time, focus, and choices.
sources: World Values Survey, Pew Research American Trends Panel
Tech-attributable sleep displacement
w 10%
Share of adults reporting that screen use directly displaces sleep, with measured sleep-onset delay.
sources: National Sleep Foundation Sleep in America, CDC BRFSS
CROSS-REFERENCES · KEEP READING