P(n) Board › Parable of the Sower
Prediction ledger · Novel · 1993 · set in 2024-2027, Southern California and the road north

Did Parable of the Sower come true?

Quick answer

Partly. Parable of the Sower (1993) has a P(n) of 51% on Nearfi's P(n) Board, our estimate of the chance its future arrives within 20 years. Of its 4 tracked predictions, 1 have arrived and 2 are arriving. Its central premise, 'Climate-driven drought and wildfire push Southern California into a lasting breakdown of public order, with water and security failing together', is partly here. The next prediction is estimated to arrive around 2035.

Parable of the Sower is most prescient about conditions: climate-fuelled fire in California, a booming private security layer and protection that is bought rather than provided. It is further off on the breakdown of public order, which has not happened, and on the settlement of other worlds, which remains a plan rather than a place.

Read the review · 8.6/10 →
Parable of the Sower: official artwork
51%
P50 · by 2076
79%
Here now
50%
Claims
4
Next likely arrival
2035
How this P(n) was calculated

P(n) is the chance that this work's future arrives within 20 years, by 2046. For each prediction we turn our estimate into a probability: arrived is 100%, diverged is 0%, and otherwise the low end of our 80% range counts as a 10% chance, the median year 50% and the high end 90%. Each prediction is weighted 1–5 by how pivotal it is to the story, and P(n) is the weighted average. P50 does the same by 2076. P(n), explained.

ClaimPrediction · why this weightWeightStatus · estimateBy 2046By 2076
SOWER-1Climate-driven drought and wildfire push Southern California into a lasting breakdown of public order, with water and security failing together.
Core premise: the collapse of ordinary life is the world Lauren has to survive, and the story begins there.
5ARRIVING
2055 (2035–2100)
32%69%
SOWER-2Households that can afford it live behind walls and private guards, as private security grows beside a public police force.
Major: the walled neighbourhood is Lauren's world for the first half, and its failure launches the journey.
4ARRIVING
2035 (2028–2060)
68%96%
SOWER-3Fire protection is something people with money buy privately, while public services are overstretched or compromised.
Supporting: the unreliability of police and firefighters shapes the community's choices but is not the plot.
3ARRIVED
arrived 2025
100%100%
SOWER-4A permanent human settlement is established off Earth, driven by a movement that treats leaving as humanity's purpose.
Supporting: it is the destination of Earthseed, the faith at the centre of the book, but not the setting.
3NEAR
2075 (2045–2130)
11%51%
P(n) = P20 = Σ(weight × chance by 2046) ÷ Σ weight = 7.6 ÷ 15 = 51%
P50 = 11.8 ÷ 15 = 79%

Already here today (arrived 1, arriving ½, weighted): 50%.

  1. SOWER-1

    Climate-driven drought and wildfire push Southern California into a lasting breakdown of public order, with water and security failing together.

    ARRIVINGCore premiseEst. 2055 · range 2035–2100+Confidence: low

    Weight 5/5 · Core premise: the collapse of ordinary life is the world Lauren has to survive, and the story begins there.

    The hazard half has arrived. Attribution work found climate change made the fire weather behind the January 2025 Los Angeles fires about 35 per cent more likely, and UCLA-led research links California's wet-then-dry swings to roughly doubled fire risk. The breakdown half has not. Fire damage was catastrophic but local, and 2023 was a low year for acreage burned in the state. The median assumes that adaptation and institutions hold for decades, with a long tail for compounding shocks. 123

  2. SOWER-2

    Households that can afford it live behind walls and private guards, as private security grows beside a public police force.

    ARRIVINGMajorEst. 2035 · range 2028–2060Confidence: medium

    Weight 4/5 · Major: the walled neighbourhood is Lauren's world for the first half, and its failure launches the journey.

    Private guards outnumber police: the US Bureau of Labor Statistics counts about 1.3 million security guards against 824,200 police and detectives in 2025. Gated housing exists, but the novel's armed neighbourhood militias answering to no public authority do not, and violent crime fell in 2024. The claim is partly here because the private layer is large and growing, and the public layer has not receded. 456

  3. SOWER-3

    Fire protection is something people with money buy privately, while public services are overstretched or compromised.

    ARRIVEDSupportingArrived 2025Confidence: medium

    Weight 3/5 · Supporting: the unreliability of police and firefighters shapes the community's choices but is not the plot.

    Private wildfire crews work for insurers and for wealthy homeowners, and their use was widely reported during the January 2025 Los Angeles fires. Packages start at $25,000 and crews can cost thousands of dollars a day. This differs from the novel, where the public firefighters themselves exploit their positions for profit, and most private crews do fireproofing rather than firefighting. The arrival date reflects the 2025 reporting; earlier cases exist. 789

  4. SOWER-4

    A permanent human settlement is established off Earth, driven by a movement that treats leaving as humanity's purpose.

    NEARSupportingEst. 2075 · range 2045–2130+Confidence: low

    Weight 3/5 · Supporting: it is the destination of Earthseed, the faith at the centre of the book, but not the setting.

    The ambition is real and funded. Elon Musk gave even odds in 2025 of an uncrewed Starship reaching Mars in the 2026 window, and in February 2026 SpaceX said it would prioritise a Moon city and return to Mars work in five to seven years. Founder timelines have slipped repeatedly, and NASA's own research estimates that a Mars mission's radiation exposure would exceed its cancer-risk limit. The range is wide because both the technology and the will are uncertain. 101112

Evidence
  1. FOR Climate change increased the likelihood of wildfire disaster in highly exposed Los Angeles area. World Weather Attribution, 2025-01-28. Fire-weather conditions about 35% more likely and 6% more intense than in a 1.3C cooler climate; at least 28 deaths and over 16,000 structures destroyed at time of writing.
  2. FOR Floods, droughts, then fires: Hydroclimate whiplash is speeding up globally. ScienceDaily (UCLA press release), 2025-01-09. Daniel Swain's team says California's wet-then-dry sequence has increased fire risk twofold.
  3. AGAINST 2023 Incident Archive. CAL FIRE, 2023-12-31. A year of 7,386 fires and 332,822 acres, significantly below the five-year average of over 2,300,000 acres, which shows the hazard varies widely and has not produced collapse.
  4. FOR Security Guards and Gambling Surveillance Officers. US Bureau of Labor Statistics, Occupational Outlook Handbook, 2026-08-27. About 1,304,000 jobs in 2025.
  5. CONTEXT Police and Detectives. US Bureau of Labor Statistics, Occupational Outlook Handbook, 2026-08-27. About 824,200 jobs in 2025, of which 693,200 were police and sheriff's patrol officers.
  6. AGAINST FBI report: U.S. crime rates fell nationwide in 2024. Government Executive, 2025-08-11. Violent crime fell 4.5% and homicides nearly 15%, which weakens the case that public order is retreating.
  7. FOR Insurance companies and wealthy LA residents hire private firefighters for protection. NPR (via Northern Public Radio), 2025-01-17. A firm works for nearly three dozen insurers; critics say the arrangement favours the rich.
  8. FOR LA's rich criticised for hiring private firefighters. The Telegraph (via Yahoo News), 2025-01-14. Packages start at $25,000 and a 20-person crew can cost up to $10,000 a day.
  9. AGAINST Insurance companies and wealthy LA residents hire private firefighters for protection. NPR (via Northern Public Radio), 2025-01-17. The industry says crews are largely retired fire chiefs who help keep insurance available and save more structures; this is a defence of the practice.
  10. FOR Musk says 50-50 chance of sending uncrewed Starship to Mars by late 2026. Al Jazeera, 2025-05-30. A private company sets out a plan for human crews to follow uncrewed landings, and says it will wait two years if not ready.
  11. AGAINST Elon Musk says SpaceX will prioritize a city on the moon instead of a colony on Mars. Scientific American, 2026-02-09. The Mars city is deferred, and the article notes earlier Mars targets for 2018 and 2022 were missed.
  12. AGAINST How Safe Is Safe Enough? Radiation Risk for a Human Mission to Mars. PLoS ONE (Cucinotta et al.), 2013. NASA researchers estimate cancer-only risk for a 940-day mission at 2.75% to 5.32%, and combined risk about three times NASA's limits.

Ledger updated 4 Nov 2026. All works on the P(n) Board · Method