Skip to main content
Narrative Book
01Path To Agi
02⚠️Geopolitics
03Conflict
04Climate
05πŸ“ˆTech
06πŸ”Health
07πŸ”΄Ai In War
08β‚ΏCrypto
09πŸ’°Follow The Money
10πŸ“‘Info Warfare
11πŸ‘Silent Companies
12πŸ›°Space Dominance
13πŸ’§Water Security
14🀯Wtf
15πŸ””Whistleblowers
16πŸ§ͺSynthetic Bio
17🌐Digital Nations
18πŸš€Sci-Fi β†’ Real
19πŸ”΄System Failures
20πŸ•΅οΈConspiracies βœ“
21πŸ“ŠMOST INTERES…
22πŸ“œMIND BENDING…
23πŸ›GLOBAL LOBBY…
24πŸ“ˆINTERESTING …
25βš–Dirty Politics
26πŸ“‰DALIO PRINCI…
πŸ“ˆ

BENT

Interesting and Concerning Curves

Central Hypothesis

β€œA long series measured the same way for decades settles what argument cannot, so the finding is never the latest value; it is the shape, the bend, and whether the bend is in the world or in the method.”
Evidence strength Β· grounded
18 sourced findingsΒ·6 corroborated
71%
24.1Atmospheric CO2: The Longest Continuous Instrument Record
371

Global annual mean atmospheric CO2 rose from 419.3 ppm in 2023 to 425.6 ppm in 2025, including a 3.4 ppm jump in 2024 that tied the record for the largest annual increase since the 1960s; the maintained global series has not yet shown a plateau.

Atmospheric CO2: The Longest Continuous Instrument Record β€” trajectory
2025
β–Ύ
Year2025
Measured Value$425.6 ppm
Series, Method and CaveatNOAA's State of the Climate 2025 summary reports an annual global mean atmospheric carbon dioxide concentration of 425.6 +/- 0.1 ppm. It is a global marine-surface mean, not the Mauna Loa station series, and the source identifies 2025 as a record-high greenhouse-gas year.
79
ncei.noaa.gov
2024
β–Ύ
Year2024
Measured Value$422.8 ppm
Series, Method and CaveatNOAA's State of the Climate in 2024 reports an annual global atmospheric carbon dioxide mean of 422.8 +/- 0.1 ppm, up 3.4 ppm from 2023. That one-year increase tied 2015 to 2016 as the largest annual rise in the record since the 1960s. The series is a global annual mean, not a Mauna Loa monthly value; NOAA says the report uses the maintained global marine-surface network.
71
repository.library.noaa.gov
2023
β–Ύ
Year2023
Measured Value$419.3 ppm
Series, Method and CaveatNOAA's State of the Climate in 2023 reports an annual global atmospheric carbon dioxide mean of 419.3 +/- 0.1 ppm, 50% above the preindustrial level. The increase from 2022 was 2.8 ppm, the fourth highest annual increase since the 1960s. This is a global annual mean from NOAA's maintained record, not a Mauna Loa station value, so it supplies a comparable point between the 2024 and 2025 rows while
63
repository.library.noaa.gov
24.2Global Mean Sea Level: Acceleration, Not Just Rise
179

Cumulative global mean sea level change from satellite altimetry. The concerning quantity is the second derivative: the rate of rise itself has been increasing, which is a different claim from the level being higher.

No charted series yet

The rows below do not yet carry a year and a figure that can be plotted together.

2025
β–Ύ
Year2025
Measured Value$111.2 mm
Series, Method and CaveatNOAA's State of the Climate 2025 summary reports global mean sea level about 111.2 mm above the 1993 satellite-altimetry average, a record high for the 14th consecutive year. It attributes average 2005 onward rise to 1.6 +/- 0.3 mm per year from ocean warming and 2.0 +/- 0.4 mm per year from ice-sheet and glacier melt.
79
ncei.noaa.gov
24.3Cost to Sequence One Human Genome
355

The canonical technology cost curve: a fall steeper than semiconductor scaling over the same period, driven by a platform change rather than by incremental improvement.

Cost to Sequence One Human Genome β€” trend
↓97%
2018
β–Ύ
Year2018
Measured Value$1000
Series, Method and CaveatNHGRI reported on 2018-04-05 that a human genome could be read in about a day for about $1000, a public-facing benchmark after the Human Genome Project. The companion NHGRI cost-accounting description separates production costs from downstream analysis and records a platform break: Sanger and capillary data through October 2007, then next-generation platforms from January 2008.
55
genome.gov
2010
β–Ύ
Year2010
Measured Value$40,000 per genome
Series, Method and CaveatOn 2010-09-13 NHGRI said the cost to sequence a human genome had dipped below $40,000, after its program had passed the prior $100,000 goal. NHGRI's cost-accounting method includes labor, equipment, reagents and initial production informatics, but excludes downstream analysis and technology development.
55
genome.gov
2013
β–Ύ
Year2013
Measured Value$4,000-$5,000 per genome
Series, Method and CaveatNHGRI's 2013 Human Genome Project anniversary account says a human genome could then be sequenced in one or two days at a cost closer to $4,000-$5,000. NHGRI's companion cost-accounting method counts production labor, instruments, reagents, consumables and initial processing, but excludes downstream analysis, technology development and other non-production work.
55
genome.gov
24.4Solar and Storage Cost Decline
180

Installed cost or levelised cost of electricity for utility-scale solar and battery storage, the clearest live example of a learning curve where each doubling of deployment produces a predictable cost fall.

No charted series yet

The rows below do not yet carry a year and a figure that can be plotted together.

2025
β–Ύ
Year2025
Measured Value$1.07/Wdc
Series, Method and CaveatDOE's 2025Q1 benchmark for a 100 MWdc US utility-scale PV system without energy storage is $1.07/Wdc MSP, in inflation-adjusted 2024 dollars. The benchmark is a modeled system cost from DOE and national laboratory partners and excludes subsidies payable to the owner.
80
energy.gov
24.5Training Compute of Frontier AI Systems
176

Compute used to train the largest reported models, a curve growing far faster than the hardware efficiency underneath it, which is why the constraint is shifting to power and capital rather than chips.

No charted series yet

The rows below do not yet carry a year and a figure that can be plotted together.

2024
β–Ύ
Year2024
Measured Value$38,000,000,000,000,000,000,000,000 FLOP
Series, Method and CaveatAn August 11, 2026 arXiv analysis identifies GPT-4o as the largest model released in 2024 and documents its estimated training compute as 3.8e25 FLOP. The estimate comes from Epoch AI's Notable Models data, not a developer disclosure; the paper excludes incomplete 2024 records from its historical fit.
76
arxiv.org
24.6Global Public Debt as a Share of GDP1 live
178

General government debt against output, the series that determines how much room states have to respond to the next shock, and the one most often quoted without its denominator.

No charted series yet

The rows below do not yet carry a year and a figure that can be plotted together.

2024
β–Ύ
Year2024
Measured Value$92.3% of GDP
Series, Method and CaveatIMF Annual Report 2025 reports global public debt rose by 1 percentage point to 92.3% of GDP in 2024 and exceeded $100 trillion. An IMF Fiscal Monitor briefing in November 2025 revised the outlook: global public debt is projected to rise above 100% of GDP by 2029, with a 5% risk scenario reaching 124% in 2029. The estimate uses IMF staff analysis and the projection is not an observed 2025 value.
78x1
media.un.org
24.7Total Fertility Rate: The Decline Nobody Forecast Correctly
269

Births per woman, falling faster than successive official projections expected. The interesting part is not the level but the repeated forecast failure, which is a warning about extrapolating any curve on this page.

Total Fertility Rate: The Decline Nobody Forecast Correctly β€” trend
↓100%
2024
β–Ύ
Year2024
Measured Value$2.25 births per woman
Series, Method and CaveatUN DESA World Population Prospects 2024 reports a global total fertility rate of 2.25 live births per woman in 2024, down from 3.31 in 1990. The series covers 237 countries and areas and is the 2024 revision of the UN population estimates and projections.
62
un.org
2025
β–Ύ
Year2025
Measured Value$1.17Β°C above 20th-century average
Series, Method and CaveatNOAA's National Centers for Environmental Information reports that 2025 was the third-warmest year in its global surface temperature record beginning in 1850, at 1.17Β°C above the 20th-century average. It was 0.12Β°C cooler than record-warm 2024 and 0.02Β°C cooler than 2023; the ten warmest years have all occurred since 2015.
75
ncei.noaa.gov
24.8Antimicrobial Resistance: The Curve Behind Routine Medicine
172

Resistance prevalence in surveillance data for a named pathogen and drug. A slow curve with a hard consequence: it removes treatments that made ordinary surgery survivable.

No charted series yet

The rows below do not yet carry a year and a figure that can be plotted together.

2023
β–Ύ
Year2023
Measured Value$40.0%+ resistant
Series, Method and CaveatWHO's Global antibiotic resistance surveillance report 2025 estimates that more than 40% of Escherichia coli bloodstream infections globally were resistant in 2023 to third-generation cephalosporins. The estimate uses GLASS data from 104 countries and more than 23 million bacteriologically confirmed cases.
72
who.int
24.9Arctic Sea Ice Minimum Extent3 live
379

Arctic September minimum extent rose from 4.23 million km2 in 2023 to 4.60 million km2 in 2025, but all three recent minima remain among the satellite record's lowest and the long-run trend is down 12.1% per decade; annual rebounds do not erase the decline.

Arctic Sea Ice Minimum Extent β€” trend
2025
β–Ύ
Year2025
Measured Value$4.60 million km2
Series, Method and CaveatNOAA's State of the Climate 2025 reports that the 2025 Arctic sea ice minimum was the 11th-lowest minimum in the 47-year satellite record, revising the earlier tenth-lowest classification. The measured September minimum remains 4.60 million square kilometers, based on the satellite extent series; the 1979-2025 linear trend is down 12.1% per decade.
84x1
ncei.noaa.gov
2024
β–Ύ
Year2024
Measured Value4.25 million square kilometers
Series, Method and CaveatNSIDC's 2025 Arctic sea ice minimum analysis revises the 2024 September minimum from 4.28 to 4.25 million square kilometers and moves the minimum date from September 11 to September 13. The value is based on the Advanced Microwave Scanning Radiometer 2 series and a five-day average; the revised 2024 minimum ranks sixth lowest in the satellite record, tied with 2023.
77x1
nsidc.org
2023
β–Ύ
Year2023
Measured Value4.26 million square kilometers
Series, Method and CaveatNSIDC's 2025 Arctic sea ice minimum analysis revises the 2023 September minimum from 4.23 to 4.26 million square kilometers and retains September 19 as the minimum date. The value is based on the Advanced Microwave Scanning Radiometer 2 series and a five-day average; the revised 2023 minimum ties 2024 for sixth lowest in the satellite record.
77x1
nsidc.org
24.10Red List Index: Aggregate Extinction Risk2 live
274

A single index of how close assessed species are to extinction, moving slowly and in one direction. It closes this topic because it is the curve with the longest lag between the cause and the measurement.

Red List Index: Aggregate Extinction Risk β€” trajectory
2025
β–Ύ
Year2025
Measured Valuebelow 0.750 index
Series, Method and CaveatThe UN Statistics Division's 2026 Sustainable Development Goals report says the global Red List Index declined from 0.80 in 1993 to below 0.75 in 2025. The index tracks genuine changes in extinction risk across assessed species rather than raw changes in threatened-species counts, which the IUCN warns are confounded by improved knowledge and revised taxonomy.
80x1
unstats.un.org
2026
β–Ύ
Year2026
Measured Valuebelow 0.750 index baseline
Series, Method and CaveatThe Red List Index now includes baseline values for 11 taxonomic groups (reptiles, dragonflies, fishes, monocots, dicots, ferns and mosses) calculated via a sampled approach, expanding coverage from the original 5 groups (birds, mammals, amphibians, cycads, corals). The aggregate RLI declined from 0.80 in 1993 to below 0.75 in 2025 according to the UN SDG 2026 report.
68x1
newredlist.iucnredlist.org
β–ΈVerified Sources (148)

This topic's hunt pipeline cites only these 148 domains β€” no general web sources.

Government / Regulator

  • US Environmental Protection Agency β€” epa.gov
  • US Department of Energy β€” energy.gov
  • US Centers for Disease Control and Prevention β€” cdc.gov
  • US National Institutes of Health β€” nih.gov
  • US National Human Genome Research Institute (sequencing cost series) β€” genome.gov
  • US Federal Reserve β€” federalreserve.gov
  • European Central Bank β€” ecb.europa.eu

International Organisation

  • UNFCCC (national greenhouse gas inventories) β€” unfccc.int

Research / Journal

  • arXiv preprint server β€” arxiv.org
  • Proceedings of the National Academy of Sciences β€” pnas.org

Primary Lab / Company

  • US National Renewable Energy Laboratory β€” nrel.gov

Statistical / Data Agency

  • US National Oceanic and Atmospheric Administration β€” noaa.gov
  • NASA (GISTEMP, GRACE, sea level) β€” nasa.gov
  • US Geological Survey β€” usgs.gov
  • US National Snow and Ice Data Center β€” nsidc.org
  • Copernicus (EU Earth observation) β€” copernicus.eu
  • European Environment Agency β€” eea.europa.eu
  • European Space Agency β€” esa.int
  • US Energy Information Administration β€” eia.gov
  • European Centre for Disease Prevention and Control β€” ecdc.europa.eu
  • Institute for Health Metrics and Evaluation (Global Burden of Disease) β€” healthdata.org
  • US Bureau of Labor Statistics β€” bls.gov
  • US Census Bureau β€” census.gov
  • US National Science Foundation (NCSES research statistics) β€” nsf.gov

Non-Profit / Archive

  • IUCN Red List (Red List Index) β€” iucnredlist.org

Applies to all topics (123)

  • United Nations β€” un.org
  • World Bank β€” worldbank.org
  • IMF β€” imf.org
  • OECD β€” oecd.org
  • European Commission β€” ec.europa.eu
  • U.S. Congress β€” congress.gov
  • U.S. GAO β€” gao.gov
  • Nature β€” nature.com
  • Science (AAAS) β€” science.org
  • U.S. National Academies β€” nationalacademies.org
  • World Health Organization β€” who.int
  • UNESCO β€” unesco.org
  • UN Environment Programme β€” unep.org
  • UN Development Programme β€” undp.org
  • International Telecommunication Union β€” itu.int
  • World Intellectual Property Organization β€” wipo.int
  • World Meteorological Organization β€” wmo.int
  • International Atomic Energy Agency β€” iaea.org
  • International Civil Aviation Organization β€” icao.int
  • International Maritime Organization β€” imo.org
  • UN Food and Agriculture Organization β€” fao.org
  • International Labour Organization β€” ilo.org
  • UNCTAD β€” unctad.org
  • UN Human Rights Office β€” ohchr.org
  • UN Refugee Agency β€” unhcr.org
  • International Organization for Migration β€” iom.int
  • UN Office on Drugs and Crime β€” unodc.org
  • UNICEF β€” unicef.org
  • World Food Programme β€” wfp.org
  • World Trade Organization β€” wto.org
  • Bank for International Settlements β€” bis.org
  • Financial Action Task Force β€” fatf-gafi.org
  • IPCC β€” ipcc.ch
  • International Renewable Energy Agency β€” irena.org
  • International Energy Agency β€” iea.org
  • African Union β€” au.int
  • ASEAN β€” asean.org
  • Organization of American States β€” oas.org
  • CARICOM β€” caricom.org
  • Pacific Islands Forum β€” forumsec.org
  • African Development Bank β€” afdb.org
  • Asian Development Bank β€” adb.org
  • Inter-American Development Bank β€” iadb.org
  • Asian Infrastructure Investment Bank β€” aiib.org
  • EBRD β€” ebrd.com
  • Council of Europe β€” coe.int
  • OSCE β€” osce.org
  • South Africa Government β€” gov.za
  • Statistics South Africa β€” statssa.gov.za
  • South African Reserve Bank β€” resbank.co.za
  • Central Bank of Nigeria β€” cbn.gov.ng
  • Kenya National Bureau of Statistics β€” knbs.or.ke
  • Central Bank of Kenya β€” centralbank.go.ke
  • Bank of Ghana β€” bog.gov.gh
  • Central Bank of Egypt β€” cbe.org.eg
  • Bank Al-Maghrib (Morocco) β€” bkam.ma
  • Rwanda National Institute of Statistics β€” statistics.gov.rw
  • Government of China β€” gov.cn
  • China National Bureau of Statistics β€” stats.gov.cn
  • People's Bank of China β€” pbc.gov.cn
  • Japan Ministry of Foreign Affairs β€” mofa.go.jp
  • Statistics Bureau of Japan β€” stat.go.jp
  • Bank of Japan β€” boj.or.jp
  • Government of South Korea β€” korea.kr
  • Bank of Korea β€” bok.or.kr
  • Statistics Korea β€” kostat.go.kr
  • Government of India β€” india.gov.in
  • Reserve Bank of India β€” rbi.org.in
  • India Ministry of Statistics β€” mospi.gov.in
  • Press Information Bureau of India β€” pib.gov.in
  • Government of Singapore β€” gov.sg
  • Monetary Authority of Singapore β€” mas.gov.sg
  • Singapore Department of Statistics β€” singstat.gov.sg
  • Bank Negara Malaysia β€” bnm.gov.my
  • Malaysia Department of Statistics β€” dosm.gov.my
  • Bank Indonesia β€” bi.go.id
  • Statistics Indonesia β€” bps.go.id
  • Bank of Thailand β€” bot.or.th
  • State Bank of Vietnam β€” sbv.gov.vn
  • State Bank of Pakistan β€” sbp.org.pk
  • Pakistan Bureau of Statistics β€” pbs.gov.pk
  • Bangladesh Bank β€” bb.org.bd
  • Central Bank of Sri Lanka β€” cbsl.gov.lk
  • Nepal Rastra Bank β€” nrb.org.np
  • Saudi Central Bank β€” sama.gov.sa
  • Saudi General Authority for Statistics β€” stats.gov.sa
  • United Arab Emirates Government β€” u.ae
  • Central Bank of the UAE β€” centralbank.ae
  • Qatar Central Bank β€” qcb.gov.qa
  • Bank of Israel β€” boi.org.il
  • Israel Central Bureau of Statistics β€” cbs.gov.il
  • Central Bank of Turkey β€” tcmb.gov.tr
  • Turkish Statistical Institute β€” tuik.gov.tr
  • Government of Brazil β€” gov.br
  • IBGE (Brazil statistics) β€” ibge.gov.br
  • Central Bank of Brazil β€” bcb.gov.br
  • Government of Mexico β€” gob.mx
  • INEGI (Mexico statistics) β€” inegi.org.mx
  • Bank of Mexico β€” banxico.org.mx
  • Government of Argentina β€” argentina.gob.ar
  • INDEC (Argentina statistics) β€” indec.gob.ar
  • Central Bank of Argentina β€” bcra.gob.ar
  • Central Bank of Chile β€” bcentral.cl
  • Chile National Statistics Institute β€” ine.cl
  • DANE (Colombia statistics) β€” dane.gov.co
  • Bank of the Republic (Colombia) β€” banrep.gov.co
  • Central Reserve Bank of Peru β€” bcrp.gob.pe
  • INEI (Peru statistics) β€” inei.gob.pe
  • Australian Bureau of Statistics β€” abs.gov.au
  • Reserve Bank of Australia β€” rba.gov.au
  • Government of New Zealand β€” govt.nz
  • Stats NZ β€” stats.govt.nz
  • Reserve Bank of New Zealand β€” rbnz.govt.nz
  • Government of the United Kingdom β€” gov.uk
  • UK Office for National Statistics β€” ons.gov.uk
  • Bank of England β€” bankofengland.co.uk
  • Swiss Federal Administration β€” admin.ch
  • Swiss National Bank β€” snb.ch
  • Statistics Norway β€” ssb.no
  • Statistics Sweden β€” scb.se
  • Government of Canada β€” canada.ca
  • Statistics Canada β€” statcan.gc.ca
  • Bank of Canada β€” bankofcanada.ca