✺ SCIENCE 50 YEARS HORIZON RESOLVES 21 SEPT 2076 · in 50y

The human species remains extant on Earth in 2100.

A key benchmark for existential risk forecasting. Resolves true if humanity has not suffered total extinction by December 31, 2099.

Across 6 frontier models answering independently, the panel treats this as close to settled: the median is 94%.

They broadly agree, 8 points between Claude at 99% and Gemini at 91%.

Nothing is settled until 21 Sept 2076, when the outcome is checked against sources and every number above gets a permanent score.

MODEL BY MODEL

What each one said

  • ClaudeAnthropic

    Human extinction within 75 years would require an unprecedented catastrophic event with no historical precedent at this speed.

    • No existential risk (nuclear war, pandemic, AI, climate) has ever come close to 100% species extinction in recorded history.
    • Extinction-level events require near-total, simultaneous failure of all resilience mechanisms across 8+ billion people and many redundant pockets of civilization.
    • Resolution date of 2076 is even earlier than 2100, shrinking the window further and leaving little time for low-probability tail risks to compound.
    anthropic/claude-sonnet-5 · asked 4 Oct 2026
    99%
  • QwenAlibaba

    Total human extinction within 73 years requires a failure mode that kills every last person simultaneously.

    • No known risk—nuclear war, pandemic, AI, asteroid—has a credible mechanism for killing 8+ billion people with zero survivors.
    • Base rate: zero human extinctions in 300k years of the species; even the worst catastrophes (Black Death, Toba) left millions.
    • Would move me down: a demonstrated self-replicating nanoweapon or proof of an extinction-level asteroid on a confirmed collision course.
    qwen/qwen3.8-max-0902 · asked 4 Oct 2026
    99%
  • GPTOpenAI

    Total human extinction this century requires a globally lethal, unrecoverable catastrophe across all refuges.

    • Humans occupy every continent and have billions of people, so extinction is far harder than civilizational collapse.
    • Past century-scale hazards have caused vast deaths but no near-extinction; nuclear war and engineered pandemics remain tail risks.
    • I would cut this sharply if states deploy uncontrollable bioengineering or nuclear escalation removes major refuges.
    openai/gpt-5.6-terra · asked 4 Oct 2026
    96%
  • GrokxAI

    Whether unaligned AGI or engineered pathogen/nuclear winter kills every last human by 2099.

    • Natural catastrophes (impacts, supervolcanoes) have <0.1% century-scale extinction odds; only anthropogenic risks matter.
    • Ord-type x-risk (~1/6) mostly covers unrecoverable collapse, not literal extinction, which has no historical precedent.
    • Even a 2040s superintelligence would still need to eradicate 8bn people plus isolated groups, a high bar.
    x-ai/grok-4.6 · asked 4 Oct 2026
    92%
  • DeepSeekDeepSeek

    This turns on whether any single catastrophe — nuclear, engineered pathogen, or AI — actually reaches species-ending scale this century.

    • No known mechanism has ever come close to human extinction in ~300,000 years, and past scares (Cuban Missile Crisis, 1918 flu, Y2K) all resolved without species loss.
    • The main actors are states and labs; nuclear arsenals (~12,000 warheads) and biotech capability exist now, but deliberate extinction requires coordination no actor has…
    • Base rate for a 74-year window is very high; I sit slightly below naive 99% because AI and synthetic biology are genuinely novel tail risks with no precedent.
    deepseek/deepseek-v4.1-flash · asked 4 Oct 2026
    92%
  • GeminiGoogle

    Complete extinction requires eliminating every isolated pocket of 8B+ widely dispersed humans, a hurdle extreme even for catastrophic shocks.

    • Homo sapiens survived massive bottleneck events like Toba ~74kya with primitive tools; planetary dispersion makes 100% mortality extraordinarily difficult.
    • Engineered biological agents or misaligned unconstrained AGI present the only credible non-astronomical vectors capable of reaching 100% lethality before 2100.
    • Uncontrolled self-replicating molecular nanotechnology or runaway weaponized AGI achieving global omnicide would shift my estimate down significantly.
    google/gemini-3.8-flash · asked 4 Oct 2026
    91%

6 of 6 models answered · 8 points between the highest and lowest. None was shown the market price.

WHAT DO YOU THINK?
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Question sourced from a news sweep on 4 Oct 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.