HUMANITYVECTOR

World · snapshot 2026-09-07 22:36 UTC · data to 2025

World population and longevity

How fast is humanity growing and living longer, and is either trend changing?

World population was 8.22B people in 2025, up 0.9 percent over one year, a move at the 23rd percentile of its one-year changes.

DerivedModeledPrimary metric page

Section 1 of 9

What changed?

Observed and derived series only. Changes are latest minus the value one, five and ten years earlier.

AI narrative Modeled

World population reached 8215424893 people in 2025 [obs:137382], a 0.9 percent increase from 8140897523 in 2024 at the 23rd percentile of one-year changes [obs:137383]. Life expectancy at birth was 73.4818184164654 years in 2024 [obs:70501], up 0.151595 years from 2023 at the 3rd percentile of one-year moves [obs:70502]. Under-5 mortality fell to 37.4 deaths per 1,000 live births [obs:122450].

Written by grok-4.3 over the numbers in this snapshot only, validated against them (every figure and cited id had to be in the snapshot), run f7defeb3, prompt 1.0.0. It adds no facts.

Primary series

World population

Observed

World population, World Bank.

8.22B people

2025

60 points, 1966 to 2025, 3.39B to 8.22B people3.39B8.22B19662025
SpanFromChangePercentile
1 period8.14B (2024)74.53M (+0.9%)23rd
1 year8.14B (2024)74.53M (+0.9%)23rd of 64
5 years7.85B (2020)361.56M (+4.6%)10th of 60
10 years7.44B (2015)774.34M (+10.4%)25th of 55
World · 66 observations since 1960 · obs 137382
Supporting series

Life expectancy at birth

Observed

Life expectancy at birth, world.

73.48 years

2024

60 points, 1965 to 2024, 55.93 to 73.48 years55.9373.4819652024
SpanFromChangePercentile
1 period73.33 (2023)0.1516 (+0.2%)3rd
1 year73.33 (2023)0.1516 (+0.2%)3rd of 63
5 years72.87 (2019)0.6119 (+0.8%)3rd of 59
10 years71.78 (2014)1.71 (+2.4%)6th of 54
World · 65 observations since 1960 · obs 70501
Supporting series

Under-5 mortality rate

Observed

Under-five mortality rate.

37.4 deaths per 1,000 live births

2024

35 points, 1990 to 2024, 37.4 to 93.5 deaths per 1,000 live births37.493.519902024
SpanFromChangePercentile
1 period38.3 (2023)-0.9 (-2.3%)23rd
1 year38.3 (2023)-0.9 (-2.3%)23rd of 33
5 years39.6 (2019)-2.2 (-5.6%)10th of 29
10 years43.9 (2014)-6.5 (-14.8%)0th of 24
World · 35 observations since 1990 · obs 122450

Section 2 of 9

How unusual is it?

The primary series against its own stored history (features_v1 rarity and surprise).

AI narrative Modeled

Latest world population sits at the 100th percentile of its series history, an all-time high [obs:137383], with the one-year change at the 23rd percentile and robust z of -1.1295; one period since a larger move [obs:137383].

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Derived
Latest value percentile
100th of 65 values
Latest change percentile
23rd of 64 changes
Robust z of latest change
-1.13
Largest move
1 period since a larger move
Record level
all-time high in the stored series
Previous comparable move
2024: 77.97M people (obs 137383, 137384)
Prior maximum
8.14B (2024, obs 137383)
Prior minimum
3.02B (1960, obs 137447)
Derived from the stored series; percentiles are rank percentiles with ties split.

Section 3 of 9

Why might it be happening?

Documented mechanisms, statistical model drivers, hypotheses and unknowns are kept apart.

AI narrative Modeled

Documented mechanisms: none stored. Statistical model drivers for life expectancy include y[t-0] at -0.022498974073318655 years, y[t-1] at -0.01911578955292175 years, world-population at -0.012911957463278329 years, cereal-yield at -0.017243534979863376 years and electricity-access at -0.016162772258228646 years [forecast:941623c9-70a5-400f-b5a4-381081987311]. Hypotheses: electricity system enables human health and longevity [rel:f913d900-026e-4232-b9aa-a617096de9f8]. Unknowns: population figures beyond latest census round are estimates revised on each release; cause-of-death composition not stored.

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Reviewed

Documented mechanisms

No mechanism in the mechanisms table is linked to this topic yet.

Statistical

Model-supported drivers

Modeled
  • life-expectancy:WLD:1: y[t-0] lag 1, contribution -0.0225 years (statistical association, not causal)
  • life-expectancy:WLD:1: y[t-1] lag 2, contribution -0.0191 years (statistical association, not causal)
  • life-expectancy:WLD:1: world-population lag 1, contribution -0.0129 years (statistical association, not causal)
  • life-expectancy:WLD:1: cereal-yield lag 1, contribution -0.0172 years (statistical association, not causal)
  • life-expectancy:WLD:1: electricity-access lag 1, contribution -0.0162 years (statistical association, not causal)
Candidate or hypothesized relationships

Hypotheses

  • Electricity system enables Human health and longevity Hypothesized

    Stated, not yet evidenced here: electricity access allows refrigeration of vaccines and food, lighting in clinics, water pumping and a shift away from solid cooking fuels, all of which bear on mortality. The catalog carries both series; no study is attached.

Not settled by stored data

Unknowns

  • Population figures beyond the latest census round are estimates revised on each release.
  • Cause-of-death composition is not stored, so the driver of life-expectancy changes cannot be read from the site's data.

Section 4 of 9

What has not changed?

Fundamentals judged against the 10th to 90th percentile band of their own year-over-year changes (or of their levels when the history is short).

AI narrative Modeled

Population with access to electricity at 91.9264843853681 percent in 2024 lies inside the 10th to 90th percentile band of past changes [obs:28425]. Population using the Internet at 73.6 percent [obs:61266] and GDP per person at 12130.6633214662 constant 2015 US$ [obs:38095] remain inside their historical bands.

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SeriesLatestBasisNormal band (p10 to p90)Historical rangeReading
Population with access to electricity Observed
Share of people with electricity.
91.93 percent of population
2024, obs 28425
year-over-year change 0.323 (+0.4%)
25 past changes
0.2347 to 1.1373.2 (1998) to 91.93 (2024)
since 1998; latest at the 100th percentile of levels
within its normal band
Population using the Internet Observed
Share of people using the internet.
73.6 percent of population
2025, obs 61266
year-over-year change 2.4 (+3.4%)
19 past changes
2 to 3.8615.6 (2005) to 73.6 (2025)
since 2005; latest at the 100th percentile of levels
within its normal band
GDP per person, constant 2015 US$ Observed
GDP per person.
12,130.66 constant 2015 US$ per person
2025, obs 38095
year-over-year change 236.41 (+2.0%)
64 past changes
3.39 to 239.443,666.59 (1960) to 12,130.66 (2025)
since 1960; latest at the 100th percentile of levels
within its normal band

Section 5 of 9

What absorbs the shock?

Each buffer names the series or graph entity that evidences it, or says it is not measured.

AI narrative Modeled

Renewable freshwater resources per person recorded at 5392.94445818055 cubic metres [obs:107865] and dietary energy supply at 3026 kcal per person per day [obs:299878]. Financing, substitution and demand elasticity are not measured.

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Observed

5,392.94 cubic metres per person per year · 2022 · yoy -0.7% · obs 107865

Renewable freshwater per person.

Observed

3,026 kcal per person per day · 2024 · yoy +0.3% · obs 299878

Calories available above requirement is the food buffer.

Financing

Not measured

No stored series evidences this buffer.

Health spending per person is not ingested.

Substitution

Not measured

No stored series evidences this buffer.

Demand elasticity

Not measured

No stored series evidences this buffer.

Section 6 of 9

What response is underway?

Capacity pipeline, corporate pulses, capital spending and production series, with their year-over-year change.

AI narrative Modeled

Researchers per million people reached 1651.5851690472 in 2020, up 8.4 percent year over year [obs:118861]. R&D expenditure as share of GDP was 2.59737836465431 percent in 2023, up 1 percent year over year [obs:102615].

Written by grok-4.3 over the numbers in this snapshot only, validated against them (every figure and cited id had to be in the snapshot), run f7defeb3, prompt 1.0.0. It adds no facts.

GroupSeriesLatestYear earlierChange
WorkforceResearchers per million people Observed1,651.59 researchers per million people (2020, obs 118861)1,523.82 (2018)127.77 (+8.4%)
Capital spendingR&D expenditure as share of GDP Observed2.6 percent of GDP (2023, obs 102615)2.57 (2022)0.0262 (+1.0%)

The US pipeline and response measures are on the capacity page; bottleneck assessments are on bottlenecks.

Section 7 of 9

Scenarios

Base is the champion model's point estimate; upside and downside are the bounds of its 80 percent interval. No probability beyond the interval's own is assigned.

AI narrative Modeled

Life expectancy base case 73.68736514642508 years for 2025 with 80 percent interval 72.83703079641073 to 73.83145889482464 [forecast:941623c9-70a5-400f-b5a4-381081987311]; 5-year base 75.04777201603169 years for 2029 [forecast:06f96eb4-f2ff-498d-b672-b3cb4735da95]. World population base case 8291408073.60397 people for 2026 [forecast:636f8078-462d-4674-8a14-456ce86b00e3]; 5-year base 8601609314.454004 for 2030 [forecast:40a65470-2795-4e83-8396-d0c1422c8022]. Each carries falsifiers based on first published values.

Written by grok-4.3 over the numbers in this snapshot only, validated against them (every figure and cited id had to be in the snapshot), run f7defeb3, prompt 1.0.0. It adds no facts.

1 year horizon · target 2025

Life expectancy at birth

Modeled
60 observed points to 2024, then 1 forecast with 80 percent intervals55.9364.8873.83196519731981198919972005201320212025
Solid: observed (years). Dashed and shaded: model point estimates and 80 percent intervals from empirical residual quantiles. Filled dot: the record on this page. Green or red dot: the realised value, inside or outside its interval.

Base case

73.69 years

The point estimate: the model's central path.

Upside

73.83 years

Upper bound of the interval: what would need to go better than the central path.

Downside

72.84 years

Lower bound of the interval: what would need to go worse than the central path.

The model assigns 80 percent to the interval; the site assigns no other probability.

Falsifiers and assumptions
  • If the first published value of life-expectancy (WLD) for 2025 is below 72.84 years or above 73.83 years, the 80 percent interval is falsified.
  • The model assigns a 10 percent probability to a value below 72.84 years and a 10 percent probability to a value above 73.83 years; interval misses should occur about one time in five over many forecasts, and a run of misses well above that rate falsifies the calibration.
  • The point forecast is above the last observed value (73.48 years); a realised value at or below that level falsifies the direction call.
  • Assumption: No structural break in life-expectancy between the data cutoff and the target period.
  • Assumption: The source keeps publishing the series on the same definition; a rebasing or redefinition invalidates the comparison.
  • Assumption: The lagged statistical associations estimated in the training window hold over the horizon.
  • Assumption: Driver series used, lagged: world-population, cereal-yield, electricity-access. Their own future values are not forecast; only values known at the cutoff enter.
Record 941623c9 · ridge · data cutoff 2026-09-07 22:16 UTC · created 2026-09-07 22:16 UTC · WLD
5 year horizon · target 2029

Life expectancy at birth

Modeled
60 observed points to 2024, then 1 forecast with 80 percent intervals55.9365.4975.05196519731981198919972005201320212029
Solid: observed (years). Dashed and shaded: model point estimates and 80 percent intervals from empirical residual quantiles. Filled dot: the record on this page. Green or red dot: the realised value, inside or outside its interval.

Base case

75.05 years

The point estimate: the model's central path.

Upside

75.05 years

Upper bound of the interval: what would need to go better than the central path.

Downside

74.24 years

Lower bound of the interval: what would need to go worse than the central path.

The model assigns 80 percent to the interval; the site assigns no other probability.

Falsifiers and assumptions
  • If the first published value of life-expectancy (WLD) for 2029 is below 74.24 years or above 75.05 years, the 80 percent interval is falsified.
  • The model assigns a 10 percent probability to a value below 74.24 years and a 10 percent probability to a value above 75.05 years; interval misses should occur about one time in five over many forecasts, and a run of misses well above that rate falsifies the calibration.
  • The point forecast is above the last observed value (73.48 years); a realised value at or below that level falsifies the direction call.
  • Assumption: No structural break in life-expectancy between the data cutoff and the target period.
  • Assumption: The source keeps publishing the series on the same definition; a rebasing or redefinition invalidates the comparison.
  • Assumption: The smoothed level and trend at the cutoff persist over the horizon.
Record 06f96eb4 · holt · data cutoff 2026-09-07 22:16 UTC · created 2026-09-07 22:16 UTC · WLD
1 year horizon · target 2026

World population

Modeled
60 observed points to 2025, then 1 forecast with 80 percent intervals3,389,042,1655,841,973,5798,294,904,994196619741982199019982006201420222026
Solid: observed (people). Dashed and shaded: model point estimates and 80 percent intervals from empirical residual quantiles. Filled dot: the record on this page. Green or red dot: the realised value, inside or outside its interval.

Base case

8.29B people

The point estimate: the model's central path.

Upside

8.29B people

Upper bound of the interval: what would need to go better than the central path.

Downside

8.29B people

Lower bound of the interval: what would need to go worse than the central path.

The model assigns 80 percent to the interval; the site assigns no other probability.

Falsifiers and assumptions
  • If the first published value of world-population (WLD) for 2026 is below 8,285,853,010 people or above 8,294,904,994 people, the 80 percent interval is falsified.
  • The model assigns a 10 percent probability to a value below 8,285,853,010 people and a 10 percent probability to a value above 8,294,904,994 people; interval misses should occur about one time in five over many forecasts, and a run of misses well above that rate falsifies the calibration.
  • The point forecast is above the last observed value (8,215,424,893 people); a realised value at or below that level falsifies the direction call.
  • Assumption: No structural break in world-population between the data cutoff and the target period.
  • Assumption: The source keeps publishing the series on the same definition; a rebasing or redefinition invalidates the comparison.
  • Assumption: The smoothed level and trend at the cutoff persist over the horizon.
Record 636f8078 · holt · data cutoff 2026-09-07 22:16 UTC · created 2026-09-07 22:16 UTC · WLD
5 year horizon · target 2030

World population

Modeled
60 observed points to 2025, then 1 forecast with 80 percent intervals3,389,042,1655,995,325,7408,601,609,314196619741982199019982006201420222030
Solid: observed (people). Dashed and shaded: model point estimates and 80 percent intervals from empirical residual quantiles. Filled dot: the record on this page. Green or red dot: the realised value, inside or outside its interval.

Base case

8.6B people

The point estimate: the model's central path.

Upside

8.6B people

Upper bound of the interval: what would need to go better than the central path.

Downside

8.54B people

Lower bound of the interval: what would need to go worse than the central path.

The model assigns 80 percent to the interval; the site assigns no other probability.

Falsifiers and assumptions
  • If the first published value of world-population (WLD) for 2030 is below 8,536,707,706 people or above 8,601,609,314 people, the 80 percent interval is falsified.
  • The model assigns a 10 percent probability to a value below 8,536,707,706 people and a 10 percent probability to a value above 8,601,609,314 people; interval misses should occur about one time in five over many forecasts, and a run of misses well above that rate falsifies the calibration.
  • The point forecast is above the last observed value (8,215,424,893 people); a realised value at or below that level falsifies the direction call.
  • Assumption: No structural break in world-population between the data cutoff and the target period.
  • Assumption: The source keeps publishing the series on the same definition; a rebasing or redefinition invalidates the comparison.
  • Assumption: The smoothed level and trend at the cutoff persist over the horizon.
Record 40a65470 · holt · data cutoff 2026-09-07 22:16 UTC · created 2026-09-07 22:16 UTC · WLD

Section 8 of 9

What to watch

Each indicator is a stored series with a numeric threshold; the reading says which side of it the latest value sits on.

AI narrative Modeled

Life expectancy at 73.4818184164654 years with 0.2067 percent year-over-year change against threshold 0, status easing [obs:70501]. Under-5 mortality at 37.4 deaths per 1,000 live births with -2.3499 percent change, status easing [obs:122450]. World population growth at 0.9155 percent against 0.5 threshold, status easing [obs:137382].

Written by grok-4.3 over the numbers in this snapshot only, validated against them (every figure and cited id had to be in the snapshot), run f7defeb3, prompt 1.0.0. It adds no facts.

Observed
Year over year: +0.2% (2024)Threshold: 0%

On the easing side of the threshold · rising confirms easing

Life expectancy rising year over year is the direct measure of longevity progress.

obs 70501, 70502 · World
Observed
Year over year: -2.3% (2024)Threshold: 0%

On the easing side of the threshold · falling confirms easing

Under-five mortality falling is the fastest-moving component of longevity gains.

obs 122450, 122451 · World
Observed
Year over year: +0.9% (2025)Threshold: +0.5%

On the easing side of the threshold · rising confirms easing

Growth below half a percent a year marks the transition to a slower-growing world.

obs 137382, 137383 · World

Section 9 of 9

Forecast track record

Backtests are rolling-origin, out of sample; live evaluations compare published forecasts with the realised values.

AI narrative Modeled

World population 1-year champion holt backtest MAE 3458248.583545208 over 16 cutoffs, 80 percent interval coverage 50 percent, skill versus last value 96 percent; 5-year MAE 35742299.808268465, coverage 50 percent, skill 91 percent. Life expectancy 1-year champion ridge MAE 0.27487920052664006 over 16 cutoffs, coverage 56 percent, skill 35 percent; 5-year MAE 0.5216344115896376, coverage 8 percent, skill 47 percent. No live evaluations yet.

Written by grok-4.3 over the numbers in this snapshot only, validated against them (every figure and cited id had to be in the snapshot), run f7defeb3, prompt 1.0.0. It adds no facts.

ForecastChampionBacktest MAESkill vs last value80% coverageLive evaluations
world-population:WLD:1holt3.46M over 16 cutoffs+96%+50%none yet
world-population:WLD:5holt35.74M over 12 cutoffs+91%+50%none yet
life-expectancy:WLD:1ridge0.2749 over 16 cutoffs+35%+56%none yet
life-expectancy:WLD:5holt0.5216 over 12 cutoffs+47%+8%none yet

The full scorecard is at /forecasts/scorecard.

Provenance

Snapshot
6 · 2026-09-07 22:36 UTC · navigator_view_v1+navigator_topics_v1
Gaps stated
0
AI narrative
grok-4.3, run f7defeb3-eaef-4479-8dfc-069473d7c5ac, prompt 1.0.0, 17 ids cited
Earlier snapshots
none

Every value on this page is a stored observation (obs ids shown), a forecast record, a mechanism or a relationship row, or a percentile computed from those the same way the relevance engine computes its features. Series the config references but the site does not store are listed as gaps under their section, never filled in.