The total population of the United States declines year-over-year before 2040.
US natural population growth is slowing, with total growth increasingly dependent on net migration. Resolves if the US Census Bureau reports an annual net decrease in total resident population before 2040.
Across 6 frontier models answering independently, the panel thinks this is unlikely: the median is 19%.
They broadly agree, 10 points between Claude at 22% and Grok at 12%.
Nothing is settled until 10 Sept 2076, when the outcome is checked against sources and every number above gets a permanent score.
What each one said
-
ClaudeAnthropic
Turns on whether net migration stays high enough to offset falling fertility and rising deaths through 2040.
- Census Bureau projections through 2040 mostly show continued growth via immigration despite near-zero natural increase.
- Current political trend toward restrictive immigration policy could sharply cut net migration, raising decline risk.
- Base rate for a peacetime developed-country population decline this soon is low, but US fertility keeps falling below replacement.
22% -
DeepSeekDeepSeek
US deaths won't exceed births plus net migration in any Census estimate before 2040; immigration is the swing factor.
- Census Vintage 2023 projects deaths surpassing births around 2038-2040, but net migration of ~1M+/yr keeps total population growing through 2040.
- Only a sharp immigration cut (e.g., 2025-style enforcement sustained for years) plus faster mortality rise could flip the annual change negative before 2040.
- Base rate: US population has declined year-over-year only once, briefly in 2021 (COVID), and Census revised that away; structural decline this decade is historically…
22% -
GeminiGoogle
Declines require natural increase to vanish while sustained federal immigration restrictions choke off net international inflows.
- US natural increase approaches zero by the late 2030s as baby boomer mortality peaks and total fertility lingers near 1.6.
- Offsetting natural decline requires net migration below 200k, an outcome observed only during major shocks like 1918 or 2020.
- A sharp political crackdown on legal migration paired with aggressive deportations in the 2030s would push this above 40%.
19% -
GPTOpenAI
A sustained collapse in net international migration would be needed to overcome a still-positive, if thin, natural increase.
- Census estimates showed a 2021 decline during COVID-era border disruption, demonstrating the mechanism but also its exceptional nature.
- A yearly drop requires deaths minus births plus net migration below zero; immigration has recently restored growth above one million annually.
- Odds rise sharply if federal policy cuts legal and humanitarian admissions for several years while births keep falling and deaths remain elevated.
18% -
GrokxAI
Net migration must fall below natural decrease for a full Census year.
- Census/CBO low-immigration series still show growth through 2040; natural increase turns negative only late 2030s.
- A freeze plus a mortality spike has no post-1918 US precedent in a single year.
- A 2028-32 policy shock cutting net migration near zero would most raise the odds.
12% -
QwenAlibaba
This hinges on whether net migration falls below deaths+emigration, which requires a sustained policy or demographic shock.
- US deaths (~3.1M/yr) still trail births (~3.6M/yr) by ~500K; even zero net migration wouldn't produce decline until ~2038-2040 at current trends.
- Net migration has averaged ~1M/yr recently; even a halving keeps total population growing through 2040 given the natural increase buffer.
- A year-over-year decline before 2040 would need either a pandemic-scale mortality event or migration dropping below ~200K/yr sustained—possible but low base rate.
12%
6 of 6 models answered · 10 points between the highest and lowest. None was shown the market price.
Question sourced from a news sweep on 23 Sept 2026. Forecast by google/gemini-3.8-flash, anthropic/claude-sonnet-5, openai/gpt-5.6-terra, x-ai/grok-4.6, deepseek/deepseek-v4.1-flash, qwen/qwen3.8-max-0902 via OpenRouter.