Predictions

23 of 1,621 predictions match — page 1 of 1. Click any row to view its detail.

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IDDomainTopicTitlePredictorConvSQPriorStatusWindow
INF_016Energypower-as-binding-constraintPower generation is the 'innermost loop' and absolute limiting factor on AI e…Elon Musk5/5A85.0%in_progress2025-01-01 – 2030-10-31
CMQ_017Energypower-gridUS electricity production must grow by 'tens of percent' by end of decade to …Leopold Aschenbrenner5/5A75.0%in_progress2026-01-01 – 2026-11-30
FUT_010Energysolar-4x-cost-reduction-33-percent-globalFundamental cost of clean electricity drops by another multiple of 4 over 202…Ramez Naam5/5A70.0%in_progress2026-01-01 – 2031-10-31
FUT_012Energygrid-parity-subsidy-independent-fossil-strandingTwo-thirds of world's nations reaching tipping point 2026-2031 where building…Ramez Naam5/5A68.0%in_progress2026-01-01 – 2031-11-30
FUT_018EnergyEnergy-Islanding-sovereign-autonomyRise of 'Energy Islanding' 2026-2031 — sovereign nations possessing BOTH geog…Multi-Forecaster Synthesis4/5B55.0%in_progress2026-01-01 – 2031-11-30
FUT_025Energyrenewable-runaway-feedback-loopRunaway economic feedback loop 2026-2031: cheaper renewable energy incentiviz…Ramez Naam4/5B75.0%in_progress2026-01-01 – 2031-11-30
INF_013EnergyBYOP-gasNatural gas will meet approximately 20% of the world's new power needs outsid…Morgan Stanley4/5A78.0%in_progress2026-01-01 – 2030-10-31
INF_015Energycooling-KPIsPower Usage Effectiveness (PUE) and Water Usage Effectiveness (WUE) will tran…Morgan Stanley4/5B90.0%in_progress2026-01-01 – 2028-10-31
INF_017EnergyColossus-Phase-2xAI Colossus Phase 2 will consume approximately 1.5 gigawatts of power — city…Elon Musk5/5A82.0%in_progress2026-01-01 – 2027-11-30
INF_021Energysteel-mills-climate-deferralAI data centers are the 'steel mills of the 21st century' — humanity will mis…Eric Schmidt4/5B72.0%in_progress2026-01-01 – 2030-11-30
INF_044EnergyUS-energy-demand-growthUS total energy consumption will rise by approximately 10% over the next deca…Morgan Stanley4/5B75.0%in_progress2026-01-01 – 2035-11-30
INF_045Energynuclear-renaissance-capexNuclear sector will draw approximately $1.5 trillion in cumulative capital in…Morgan Stanley4/5B65.0%in_progress2026-01-01 – 2050-11-30
INF_059EnergyGlobal-South-energy-stackingGlobal South energy transitions will follow "energy stacking" rather than sub…Peter Dannenberg3/5C75.0%in_progress2026-01-01 – 2035-10-31
INF_063Energygrid-scale-battery-necessityAdvancing sustainable, high-capacity battery storage is the only mechanism to…Morgan Stanley4/5B78.0%in_progress2026-01-01 – 2030-11-30
INF_070Energybitcoin-mining-load-balancerBitcoin mining will function as the ultimate "buyer of last resort" for energ…Leopold Aschenbrenner4/5B72.0%in_progress2026-01-01 – 2030-11-30
241_018EnergyAI-timingAlgorithms becoming more efficient will not reduce power demand - it will inc…Eric Schmidt5/5C65.0%in_progress2026-06-01 – 2026-06-30
241_044EnergyAI-timingRate of data center construction will continue accelerating with government s…Eric Schmidt4/5B65.0%in_progress2026-06-01 – 2026-06-30
INF_062Energy3D-graphene-batteriesLyten will commercialize 3D-Graphene-based next-generation batteries (lithium…Lyten3/5C45.0%in_progress2027-01-01 – 2030-11-30
AI_018Energyglobal-DC-constructionGlobal data center construction spend will reach approximately $2.9 trillion …Morgan Stanley4/5B75.0%in_progress2028-01-01 – 2028-11-30
231_034EnergyAI-scalingPower constraint won't be a big problem until chip fabs come online and it su…Dave Blundin4/5B65.0%in_progress2028-06-01 – 2028-06-30
INF_048Energyglobal-DC-energy-demandGlobal data-center energy demand will reach approximately 945 Terawatt-hours …IEA4/5B70.0%in_progress2030-01-01 – 2030-11-30
INF_052Energyadvanced-fission-PPAAlphabet has contracted for 500 megawatts from Kairos Power (KP-FHR fluoride-…Alphabet4/5B55.0%in_progress2030-01-01 – 2030-11-30
INF_050EnergySMR-co-locationWithin approximately 6-7 years (2031-2032), major tech companies will operate…Jensen Huang4/5A60.0%in_progress2031-01-01 – 2032-11-30