Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.
Predictor: Ray Kurzweil · ep#235 "Amazon's $35B AGI Ultimatum to OpenAI & Anthropic Drops AI Safety | EP #235" · source
Prediction text
Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033. | Rey, uh, we'll talk to Ry on May 4th if you join us. Uh has famously said, you know, LEV by 2033. That's my that's my war my war cry. Lev by 2033.
Watch events: Life Biosciences ER-100 Phase 1 first readout (likely late 2026/early 2027)
Verbatim quote
Rey, uh, we'll talk to Ry on May 4th if you join us. Uh has famously said, you know, LEV by 2033. That's my that's my war my war cry. Lev by 2033.
Predictor: Ray Kurzweil
Evidence about this node from Ray Kurzweil is multiplied by κ in /api/intake. Lower κ = less weight; floors at 0.10 (effectively silenced) and caps at 1.00 (full weight).
Reference class
This node isn't linked to a reference class. The Bayesian update applies without outside-view blending.
Probability over time
Milestone chain
- 2025-10-10hitKurzweil reaffirms 2032-2035 LEV timelineHow: Kurzweil publicly reaffirms LEV timing in 2029-2035 window in MIT speech, Economist op-ed, or NPR interviewSource: MIT News Oct 2025 — Kurzweil reaffirms tech-progress optimism; Economist 2024 op-ed widening to 2029-2035; NPR TED Radio Hour Jul 2025conf 95%
- 2027-01-01 → 2030-12-31pendingAI-designed aging-reversal compound enters human trialHow: Drug explicitly targeting biological aging (epigenetic age reversal, senolytic, NAD+ pathway, partial reprogramming) designed via AI-pipeline enters Phase 1 with regulatory filingSource: Insilico, Altos Labs, Calico AI-driven pipelines; reference class via 21st Century Tech blog Kurzweil predictionsconf 55%
- 2028-01-01 → 2031-12-31pendingAnnual healthy-LE gain crosses 0.5 year per calendar yearHow: WHO/OECD 5-year rolling average of healthy life-expectancy gain crosses 0.5 year per calendar year for OECD-average — half-way to LEVSource: Kurzweil Bessemer interview — current rate ~0.33 year/year, target 1.0+ for LEV; Biohacking News analysisconf 40%
- 2028-01-01 → 2032-12-31pendingFirst demonstrated whole-organ regeneration in human trialHow: Phase 2/3 human trial demonstrates regeneration of major organ (kidney, pancreas, retina) via stem-cell or partial-reprogramming intervention with sustained function >12 monthsSource: Reference class: bioengineered trachea/cornea trials; Altos Labs partial reprogramming pipelineconf 40%Notes: Kurzweil's 'medical nanobots / biotech / AI' triad; organ regeneration is the realistic interim milestone.
- 2029-01-01 → 2033-09-30pendingBiological-age reversal demonstrated in healthy-cohort RCTHow: Peer-reviewed RCT with N>500 healthy participants shows AI-guided intervention reduces validated biological-age clock (Horvath, GrimAge, PhenoAge) by >3 years sustained 12 monthsSource: Reference class: Horvath/Levine clock studies; partial reprogramming animal dataconf 40%Notes: Mechanistic prerequisite for LEV — direct measurement of aging reversal in humans.
- 2032-01-01 → 2034-09-30pendingHealthy life-expectancy reaches 1.0 year per calendar year (LEV operational)How: WHO or OECD reports 5-year rolling average of healthy-LE gain >=1.0 year per calendar year in any developed-country cohort, the operational definition of longevity escape velocitySource: Kurzweil 2033 LEV claim; Wikipedia LEV definition; Bessemer interview clarification of 1y/y definitionconf 25%Notes: Direct test of Kurzweil's headline claim — defining moment of prediction.
What if this resolves?
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Evidence chain
Network propagation neighbors
Top incoming (parents)
Edges that influence THIS node's belief
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| killer | TK03 AI Regulatory Moratorium (EU/US Capability Freeze) | 10.0% | 0.050 | 0.750 | +0.288 |
| killer | TK01 AGI Capability Plateau (2026-27 Training Stall) | 15.0% | 0.050 | 0.750 | +0.253 |
| killer | TK13 Biotech/Synbio Safety Event | 15.0% | 0.050 | 0.750 | +0.253 |
| prereq | 241_006 Everyone is out of hardware and electricity due to AI boom — Eric Schmidt | 78.9% | 0.750 | 0.050 | +0.203 |
| prereq | 238_009 Recursive self-improvement is already happening now (no long — Alex Wissner-Gross | 78.1% | 0.750 | 0.050 | +0.198 |
Top outgoing (children)
Predictions THIS node influences
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| prereq | 239_010 Mass driver on the moon within 10 years — Elon Musk | 36.7% | 0.500 | 0.050 | -0.145 |
| prereq | 239_009 People will be on Mars within 10 years — Elon Musk | 30.9% | 0.550 | 0.050 | -0.068 |
| prereq | 232_047 Mass drivers on the moon will shoot AI satellites into deep — Elon Musk | 30.0% | 0.550 | 0.050 | -0.059 |
| prereq | 239_008 Moon base will exist in 10 years — Elon Musk | 28.8% | 0.550 | 0.050 | -0.047 |
Ticker exposure
Beneficiaries (14)
Adverse (7)
Prerequisites (332)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | 238_010 | AI takeoff/inflection is happening now | AI | — |
| prereq | 241_052 | Standard AI data centers being built at 400 MW scale, half-mile long | Energy | — |
| prereq | 229_047 | Figure's 3,000 B200 GPU cluster is coming online for Helix pre-training with much larger GPUs planned. | AI | — |
| prereq | 232_014 | Recursive self-improvement is already here, not 12 months away. | AI | — |
| prereq | 248_040 | Pausing AI will fail and only accelerate race dynamics. | AI | — |
| prereq | 235_038 | David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026. | Biotech/Longevity | — |
| prereq | 229_013 | The next 12-18 months will be the largest AI transformation ever seen. | AI | — |
| prereq | 233_020 | Texas Sports Academy will operate at $300/month per parent using Texas billion-dollar voucher program. | Education | — |
| prereq | 241_006 | Everyone is out of hardware and electricity due to AI boom | AI | — |
| prereq | 241_004 | AI progress is not stoppable or controllable by any government, individual, or corporation | AI | — |
| prereq | 238_009 | Recursive self-improvement is already happening now (no longer three years out) | AI | — |
| prereq | 238_020 | Math field is 'cooked' — AI will solve research-level mathematics (first open hard math problem imminently) | AI | — |
| prereq | CMQ_001 | By 2026, AI will reach 'intern-level' capability — millions of virtual interns performing supervised, economically useful tasks. | AI | — |
| prereq | 237_025 | We are currently in the midst of the singularity, not waiting for it in the 2040s as originally expected. | AI | — |
| prereq | 231_021 | Privacy is cooked; every major company will have AI-recording wearables and micro drones gathering data. | Consumer | — |
| prereq | 247_035 | Dario Amodei will solve most/all neurological diseases by end of decade | Biotech/Longevity | — |
| prereq | 230_011 | Enterprise software will be dead because AI can just write code (per Dario Amodei). | Markets/Stocks | — |
| prereq | 232_055 | We're exiting the industrial age permanently as recursive self-improvement unfolds. | AI | — |
| prereq | 237_001 | Increased hacker profile and AI-driven social engineering attacks will become more and more prevalent. | AI | — |
| prereq | 237_002 | We will see a lot of evolution and many OpenClaw variants emerging very quickly as an early domain being developed. | AI | — |
| prereq | 231_044 | Universal High Income programs need to be figured out in next 2-3 years. | Macro/Economy | — |
| prereq | 237_004 | Mac Mini sales will continue their exponential growth driven by local AI demand. | Consumer | — |
| prereq | 241_007 | Super intelligence moment occurs within 2-3 years (San Francisco consensus) | AI | — |
| prereq | 240_056 | Anthropic enterprise market share to continue growing (went from 40% to 73% in 3 months) | AI | — |
| prereq | 238_004 | Future Vision X-Prize will produce at least one (possibly two) feature films depicting the future | Media/Ads | — |
| prereq | 240_044 | College bankruptcy rates in the US are skyrocketing | Education | — |
| prereq | 244_032 | Uber will cash flow $10B this year (2026) | Markets/Stocks | — |
| prereq | 240_043 | CS placements collapsed from 89% to 19% over 3 years; similar collapse coming for other professions | Labor/Jobs | — |
| prereq | 231_005 | Next year frontier reasoning costs will be pennies (down from ~$7 now). | AI | — |
| prereq | 238_049 | Archer Aviation plans to become operational in LA by 2028 | Auto/Transport | — |
| prereq | 247_041 | AI-powered drugs have 85% phase 1 success vs 52% traditional | Biotech/Longevity | — |
| prereq | 238_055 | Marginal cost of production will approach zero for most goods (molecular manufacturing + 3D printing) | Macro/Economy | — |
| prereq | 247_046 | AI investment will reach $3 billion per day, up from $2B in 2025 | AI | — |
| prereq | 231_011 | The country that trains its next generation on AI wins the entire talent war. | Geopolitics | — |
| prereq | 242_022 | Personal garages at home will disappear | Real Estate | — |
| prereq | 231_012 | Within 6 months to a year physics problems will be massively addressed by AI. | AI | — |
| prereq | 232_010 | Voice becomes the new interface in the AI era, replacing typing. | AI | — |
| prereq | 243_044 | Tesla with FSD is 10 times safer than human driving (host claim) | Auto/Transport | — |
| prereq | 242_013 | Flying cars will operate in LA in a big way in 2028 | Auto/Transport | — |
| prereq | 232_017 | AI technology is going to happen, it's not going to get prevented or stopped. | AI | — |
| prereq | 232_018 | We are living through a moment that will be in history for thousands of years: nonhuman intelligence arrived. | AI | — |
| prereq | 246_017 | Europa Clipper will arrive at Jupiter in 2030, conducting 50 passes near Europa. | Space | — |
| prereq | 242_012 | Flying cars (eVTOLs) will be operating in US within 18 months | Auto/Transport | — |
| prereq | 232_041 | PhD students in the US should have green cards stapled to their PhD at graduation. | Geopolitics | — |
| prereq | 241_060 | Data centers will be built in space / rockets will carry data centers | Space | — |
| prereq | 241_059 | Government will continue unleashing capital to solve AI power problems | Energy | — |
| prereq | 233_001 | Rapid pace of AI will soon require every major company to begin reskilling employees. | Labor/Jobs | — |
| prereq | 233_002 | Colleges will continue going bankrupt as perceived importance declines and tuition costs escalate. | Education | — |
| prereq | 241_054 | Space wins by far on energy argument for data centers | Space | — |
| prereq | 233_016 | Alpha will keep opening schools coast-to-coast; 13 new schools this year with more to come. | Education | — |
| prereq | 233_017 | Reskilling using AI technology will be fundamentally critical for workforce. | Labor/Jobs | — |
| prereq | 241_044 | Rate of data center construction will continue accelerating with government support | Energy | — |
| prereq | 230_025 | The next 18 months to 2 years will set the rules for the next century. | AI | — |
| prereq | 234_023 | 80% of audit tech team roles at big four firms to disappear | Labor/Jobs | — |
| prereq | 241_026 | Space data center technology is understood and largely figured out | Space | — |
| prereq | 241_024 | Heat dissipation and radiation issues in space data centers will be addressed | Space | — |
| prereq | 235_022 | US will add a record 86 gigawatts of utility-scale capacity this coming year. | Energy | — |
| prereq | 235_033 | Chinese eVTOL taxi service moving toward commercial operations in 2027. | Auto/Transport | — |
| prereq | 241_018 | Algorithms becoming more efficient will not reduce power demand - it will increase (Jevons paradox) | Energy | — |
| prereq | 236_026 | College bankruptcy rate will skyrocket | Education | — |
| prereq | 241_014 | The world a year from today will be nothing like the world today | AI | — |
| prereq | 241_011 | By end of 2026, no one will write code manually - it'll be a quaint skill | Labor/Jobs | — |
| prereq | 236_047 | New emotional pandemic of fear and anger coming | Macro/Economy | — |
| prereq | 236_048 | Dropping birth rate not just China but Japan all-time low, South Korea, much of world | Macro/Economy | — |
| prereq | 231_013 | Math is cooked (will be solved), physics cooked, biology char broiled. | AI | — |
| prereq | 241_062 | Best AI labs will need to be controlled by humans (at the moment) | AI | — |
| prereq | 240_005 | The organizational singularity will impact every company, nonprofit, and government | AI | — |
| prereq | 236_013 | Democrats will no longer campaign in Iowa (DNC demoted Iowa) | Geopolitics | — |
| prereq | 246_046 | Real estate, organizational structures, and minerals/mining will retain value over 5 years. | Real Estate | — |
| prereq | 246_026 | In next year, significant cyber threats to mitigate from AI models (cited Altman). | AI | — |
| prereq | 236_016 | College premium is quickly evaporating | Education | — |
| prereq | 236_024 | Commercial real estate will come under tremendous pressure | Real Estate | — |
| prereq | 241_055 | Next frontier of AI infrastructure is space | Space | — |
| prereq | 247_006 | Anthropic ARR will reach $100 billion by end of 2026 | AI | — |
| prereq | 247_032 | Full cell simulation achievable within 5 years | Biotech/Longevity | — |
| prereq | 240_014 | Cost of reasoning models has dropped 1,000x in 16 months | AI | — |
| prereq | 241_049 | Underage kids / AI vulnerability problem must be solved - line we can't cross | AI | — |
| prereq | 236_027 | Debt delinquency and mortgage delinquency rates rising; financial distress ratcheting up | Macro/Economy | — |
| prereq | 236_028 | AI chatbot/AI romance trend growing unfortunately | Consumer | — |
| prereq | 243_032 | Uber business growing at >20% and audience growing at ~20% | Markets/Stocks | — |
| prereq | 241_048 | AI/LLM will be the expression platform for student art, music, writing | Education | — |
| prereq | 238_017 | Uber will automate approximately 30% of its employment this year (2026) | Labor/Jobs | — |
| prereq | 241_047 | Universities should create prompt engineering course starting September for all freshmen | Education | — |
| prereq | 244_021 | AI press will continue to dramatize machines replacing humans | Media/Ads | — |
| prereq | CMQ_004 | AGI-like models matching or outperforming human experts across most professional domains could arrive as early as 2026-2027. | AI | — |
| prereq | 236_029 | Regulatory regime will be very pro-business despite 80% wanting AI more regulated | AI | — |
| prereq | 236_031 | Wealth concentration will pick up as firms have fewer workers | Macro/Economy | — |
| prereq | 234_020 | AI spending will grow from $2B/day to $3-5B/day by 2030 | AI | — |
| prereq | 246_027 | AI models will be capable enough for terrorist groups to create novel pathogens (near future). | AI | — |
| prereq | 236_046 | Social unrest unfortunately much closer than we'd like to think | Macro/Economy | — |
| prereq | 231_008 | AI discoveries of past errors will topple some Nobel prizes. | AI | — |
| prereq | 241_038 | Chinese AI strategy is edge computing focused vs US AGI/ASI centered | AI | — |
| prereq | 241_037 | Chinese AI strategy will stay open source / open weights | AI | — |
| prereq | 241_036 | No frontier AI company will emerge in Russia due to war | AI | — |
| prereq | 241_031 | Scientists don't agree yet on approach for recursive self-improvement | AI | — |
| prereq | 236_035 | Significant proportion of Americans will serve the top 20% as nannies/assistants | Labor/Jobs | — |
| prereq | 231_036 | Relativity Space still probably a year or two away from launch. | Space | — |
| prereq | 241_023 | 10% of US electricity will be used by data centers | Energy | — |
| prereq | 246_035 | Terafab pilot phase is $25B, yielding ~$4B/year revenue for Intel. | AI | — |
| prereq | 235_012 | Large companies cannot pivot rapidly enough; zero ability to change. | Markets/Stocks | — |
| prereq | 235_014 | Sam Altman predicted 40x year-over-year hyperdeflation of AI costs at constant capability. | AI | — |
| prereq | 244_016 | AV will grow very quickly but remains very small industry today | Auto/Transport | — |
| prereq | 241_010 | Industry will consolidate into small number of very large companies and very large number of very small companies | Macro/Economy | — |
| prereq | 235_023 | Eric Schmidt said AI will require 100 gigawatts by 2029, called it a crisis. | Energy | — |
| prereq | 237_024 | Skippy will listen to this YouTube video and self-improve based on the transcript (Peter's expectation). | AI | — |
| prereq | 238_054 | Post-capitalist society: compute, energy, raw materials will be the scarce resources (money less valuable) | Macro/Economy | — |
| prereq | 241_001 | We are only 10-15% into the impacts of AI | AI | — |
| prereq | 230_044 | Unrest/civil unrest will materialize; tech AI leaders will face security threats and death threats. | Geopolitics | — |
| prereq | 239_003 | We are currently in AI hard takeoff | AI | — |
| prereq | 243_040 | Suburban markets will be a new growth opportunity via drone delivery | Consumer | — |
| prereq | 247_047 | Vertical farming market will reach $40 billion by 2030 | Energy | — |
| prereq | 243_029 | Drone delivery will enable food delivery in 10-15 minutes in suburban markets | Consumer | — |
| prereq | 244_033 | Uber will take big bets on adjacent fields, some will fail | Markets/Stocks | — |
| prereq | 244_035 | Uber will only enter adjacencies that 'rhyme' with core capabilities | Other | — |
| prereq | 247_059 | African nations will be impacted least by AI transition | Labor/Jobs | — |
| prereq | 241_009 | Top programmers will become MORE valuable, not less, due to AI | Labor/Jobs | — |
| prereq | 231_030 | US AI industry needs 80 gigawatts of power in the next 3-5 years (Eric Schmidt cited). | Energy | — |
| prereq | 242_019 | EVTOL autonomy will come within ~2 years after piloted version | Auto/Transport | — |
| prereq | 232_006 | YouTube will win from AI video content proliferation as everyone produces resonant content. | Media/Ads | — |
| prereq | 244_037 | Uber will automate 20-30% of tasks, not 100%, leaving plenty of work | Labor/Jobs | — |
| prereq | 241_020 | 1 GW of power = ~$50 billion in hardware/software/data centers | Energy | — |
| prereq | 235_036 | AI-generated images will eliminate commercial photography, illustrators and stock image platforms. | Media/Ads | — |
| prereq | 243_046 | When Uber opens in a market, drunk driving incidents go down significantly | Consumer | — |
| prereq | 241_019 | AI scaling laws have not hit an asymptote yet | AI | — |
| prereq | 238_048 | US must find 100 GW of new power or lose AI race to China (cited from Eric Schmidt) | Geopolitics | — |
| prereq | 229_007 | Figure's entire 2026 roadmap will be built around Helix 2, extending from logistics to full-body long-horizon control. | Robotics | — |
| prereq | 241_017 | Equivalent of ~60 nuclear plants needed by 2030 but essentially zero being built | Energy | — |
| prereq | 241_016 | 92 GW power shortage in America between now and 2030 | Energy | — |
| prereq | 232_019 | AI cannot be stopped; there's no mechanism to pause it. | AI | — |
| prereq | 243_043 | Tesla Cybercab priced around $30K vs Waymo cars around $150K | Auto/Transport | — |
| prereq | 243_042 | Within-hour delivery of anything to home is focus going forward | Consumer | — |
| prereq | 236_006 | AI entrepreneurs will get phenomenally wealthy and give most away | Macro/Economy | — |
| prereq | 232_026 | World will split into consumers and creators (couch potatoes vs Star Trek employees). | Labor/Jobs | — |
| prereq | 246_045 | Post-capitalist society with zero marginal cost approaching. | Macro/Economy | — |
| prereq | 241_063 | America needs to win AI race with smart immigration policy | Geopolitics | — |
| prereq | 243_041 | Delivery/retail (non-food) business growing much faster than expected | Consumer | — |
| prereq | 236_012 | An independent candidate will get outsized support in 2028 despite attacks | Geopolitics | — |
| prereq | 244_022 | Automation will typically augment work rather than replace it | Labor/Jobs | — |
| prereq | 241_046 | Gemini 3 is probably the broadest of the non-Chinese AI systems | AI | — |
| prereq | 244_024 | Hopes society will adjust as work is augmented and new work shows up | Labor/Jobs | — |
| prereq | 246_025 | Sam Altman predicts world-shaking cyber attack this year (2026). | AI | — |
| prereq | 248_008 | Jack Dorsey aims to reduce Block's org depth from 5 to 2-3 layers this year. | AI | — |
| prereq | 247_022 | Companies will run with 20-25% of previous workforce, spawn 4-5x more companies | Labor/Jobs | — |
| prereq | 247_049 | Solar PV capped materially less than 100% efficiency by physics | Energy | — |
| prereq | 231_048 | Thousands of experiments from permissionless disruptive innovation will completely change the game. | AI | — |
| prereq | 232_008 | Real-time AI video generation will break any video/voice-based security mechanisms. | AI | — |
| prereq | 232_009 | Startups will continue to deploy dangerous AI tech even after hyperscalers voluntarily pause it. | AI | — |
| prereq | 229_015 | The current Figure facility will top out around 50,000 units per year at full capacity. | Robotics | — |
| prereq | 232_013 | Recursive self-improvement loops likely to go live in the next 12 months; 2026 will be the most consequential year for humanity. | AI | — |
| prereq | 232_020 | Real danger that US slows AI enough to fall behind China, losing control over societal outcomes. | Geopolitics | — |
| prereq | 232_023 | AI technology adoption will be much faster than the internet because infrastructure already exists. | AI | — |
| prereq | 232_025 | Massive concurrent prosperity and social unrest ahead as AI wealth concentrates. | Macro/Economy | — |
| prereq | 232_034 | Apple owning an open-weight LLM hosting strategy would be the single best product strategy for their hardware. | AI | — |
| prereq | 232_036 | AI drug deployment is very hard to launch in US due to human trials; easy in UAE. | Biotech/Longevity | — |
| prereq | 229_025 | Competitors that can match Figure's current capabilities are at least two years behind. | Robotics | — |
| prereq | CMQ_002 | By 2028, AI systems will reach 'independent researcher' level — driving autonomous scientific discoveries without human intervention. | AI | — |
| prereq | 234_022 | Consulting firms face the biggest advisory opportunity in the history of mankind | Labor/Jobs | — |
| prereq | 234_024 | Financial systems between AI and blockchain will become self-auditing on a real-time basis | Labor/Jobs | — |
| prereq | 235_011 | PE fund will emerge shortly to buy medium/big companies and install AI digital twin infrastructure. | Markets/Stocks | — |
| prereq | 235_021 | Zipline will reach a delivery per second in next 2-3 years. | Auto/Transport | — |
| prereq | 236_011 | Independent/third party presidential run possible in 2028 election | Geopolitics | — |
| prereq | 236_015 | Unnamed tech CEO plans to fire 15% of workers now, 20% in 2 years, 20% more after | Labor/Jobs | — |
| prereq | 229_006 | Figure will graduate from room-scale autonomy to full-house autonomy next. | Robotics | — |
| prereq | 236_040 | CEO will be last to go in AI wave of automation | Labor/Jobs | — |
| prereq | 236_044 | Universities turning into incubators/venture studios is the only way they survive | Education | — |
| prereq | 236_050 | Poverty level around $25K per person going forward | Macro/Economy | — |
| prereq | 237_003 | 12 months in AI will be like 12 years; the next year will be wild. | AI | — |
| prereq | 237_012 | Over the next 12 months OpenClaw technology will be digested into corporations, causing destruction (layoffs) but also growth. | Labor/Jobs | — |
| prereq | 238_025 | AI computer-use benchmarks (OSWorld, Tbench) have broken through human level | AI | — |
| prereq | 248_024 | AI will drive an explosion of new religions and AI cults. | Other | — |
| prereq | 238_046 | xAI will build every new data center at 1.2 gigawatts scale | Energy | — |
| prereq | 238_052 | $100 trillion companies within 5 years (3 years from now, per Diamandis interpretation of Musk) | Markets/Stocks | — |
| prereq | 238_053 | Innovation is no longer capital constrained — permissionless disruptive innovation is now the norm | Macro/Economy | — |
| prereq | 239_015 | Tesla output per employee will become very very high | Labor/Jobs | — |
| prereq | 239_016 | Tesla will not do layoffs and will increase headcount | Labor/Jobs | — |
| prereq | 239_018 | Universal High Income will be implemented | Macro/Economy | — |
| prereq | 239_019 | Deflation will occur as goods/services output exceeds money supply growth | Macro/Economy | — |
| prereq | 239_023 | AI and robotics are the only way to solve US budget deficit and avoid bankruptcy | Macro/Economy | — |
| prereq | 240_006 | OpenClaw on AWS will be the biggest enterprise unlock in decades | AI | — |
| prereq | 240_034 | Morgan Stanley forecasts 13-40GW data center power shortfall through 2028 | Energy | — |
| prereq | 241_025 | Elon Musk predicts launch per hour cadence to populate satellite constellations | Space | — |
| prereq | 241_032 | World can accommodate ~10 frontier AI companies at scale | AI | — |
| prereq | 241_033 | Few frontier AI companies will be in China | AI | — |
| prereq | 241_034 | One or two frontier AI companies in Europe | AI | — |
| prereq | 241_039 | In a year we'll know better which AI labs pull ahead | AI | — |
| prereq | 241_040 | A Chernobyl-like AI tragedy is likely to happen, will awaken world to act | AI | — |
| prereq | 241_041 | Biological and nuclear attacks spawned by AI are real dangers | AI | — |
| prereq | 241_051 | AI systems eventually won't have the ability to do completely new things | AI | — |
| prereq | 241_057 | Elon Musk believes robot building robot is imminent | Robotics | — |
| prereq | 242_001 | Elon's Terafab will build 1 terawatt of AI compute per year, 50x current global production | AI | — |
| prereq | 242_029 | Typical companies will run with 20-25% of current employees | Labor/Jobs | — |
| prereq | 244_007 | Vertiports will target airports and city centers as high-traffic locations | Real Estate | — |
| prereq | 244_012 | Uber will monetize its Didi stake at some point | Markets/Stocks | — |
| prereq | 238_039 | Apple's underused unified memory overhang will likely collapse within the next year | AI | — |
| prereq | 231_007 | AI will analyze scientific literature and shock humanity by revealing wrong turns made over the past century. | AI | — |
| prereq | 240_032 | PSI's GPD will solve some of the hardest physics problems over the next few years | AI | — |
| prereq | 242_034 | AI could compress S&P 500 equity valuations 2-7x free cash flow (down from 22x) | Markets/Stocks | — |
| prereq | 240_039 | Any company will be run by 20-25% of current employees post-organizational singularity | Labor/Jobs | — |
| prereq | 248_028 | Personalized AI-designed medicine stories will repeat until it's n=10 billion. | Biotech/Longevity | — |
| prereq | 238_006 | Coders will go away in the next five years (original prediction made ~3 years ago; confirmed happening in 3 years) | Labor/Jobs | — |
| prereq | 238_005 | By September 2026 there will be 1000+ ultra-high-inspirational-quality videos of the future generated nearly free | AI | — |
| prereq | 240_046 | Public interest in any alien disclosure will fade within one or two days | Media/Ads | — |
| prereq | 240_051 | After first state passes retraining law, all other states will race to fire people first | Labor/Jobs | — |
| prereq | 237_023 | Baby AGI agents will need and develop an 'immune system' for prompt injection and cybersecurity threats in real time. | AI | — |
| prereq | 240_059 | AI eventually drives costs of goods to just cost of electricity and materials | Macro/Economy | — |
| prereq | 237_018 | We are seeing a Cambrian explosion of OpenClaw variants (PicoClaw, IronClaw, NanoClaw, Nanobot, etc.) with many more to come. | AI | — |
| prereq | 237_016 | A specific-sliver OpenClaw-powered vertical SaaS could become a $5 million company overnight for ~$200 subscription cost. | Markets/Stocks | — |
| prereq | 237_014 | Accountants face ~80% automation; friend says he could fire 80% of his accountants using OpenClaw. | Labor/Jobs | — |
| prereq | 237_013 | Over 12-24 months value created by consumer adoption of OpenClaw will outweigh corporate destruction. | Macro/Economy | — |
| prereq | 237_007 | Every other company will eventually try to provide OS-integrated local AI like what Apple could offer. | AI | — |
| prereq | 237_005 | Apple can flip being viewed as AI loser and win the AI consumer race by leveraging Mac devices for local AI. | Markets/Stocks | — |
| prereq | 248_032 | First-generation neural uploads will be destructive; 2nd-4th generation will be non-destructive. | Biotech/Longevity | — |
| prereq | 236_032 | AI has chance of fixing poverty globally | Macro/Economy | — |
| prereq | 236_001 | Universal High Income and social unrest will both happen simultaneously | Macro/Economy | — |
| prereq | 235_045 | Most volume in e-commerce and physical world will eventually be dominated by algorithms (like quantitative trading). | Consumer | — |
| prereq | 230_031 | We are in an era of domain collapse — AlphaFold pattern will repeat across many fields starting now. | AI | — |
| prereq | 235_039 | AI will enter government through procurement, defense, health, infrastructure benefits, overwhelming immune system. | Geopolitics | — |
| prereq | 248_034 | Capital chasing AI stories is outpacing operating reality; narrative leverage warning. | Markets/Stocks | — |
| prereq | 234_050 | Open-source maintainers will be overwhelmed by AI-discovered software vulnerabilities | AI | — |
| prereq | 230_029 | Cognition is becoming a commodity — intelligence will flow like oil. | AI | — |
| prereq | 231_010 | China has peaked and is going to be on descent. | Geopolitics | — |
| prereq | 230_028 | Artisanal intelligence / the lone genius is dead — solutions will come from systems enabling millions. | AI | — |
| prereq | 230_026 | The QWERTY keyboard will persist until the heat death of the universe. | Consumer | — |
| prereq | 232_001 | Societal change across non-Silicon Valley companies taking 1-5 years is too aggressive a timeline. | AI | — |
| prereq | 247_048 | Battery energy densities improving 8% year-over-year per constant dollar | Energy | — |
| prereq | 247_031 | Virtual cell simulation by end of decade (2030) | Biotech/Longevity | — |
| prereq | 241_035 | Maybe one frontier AI company in India | AI | — |
| prereq | 234_037 | Civilizational left turns will hit us in the next 1-2 years | Geopolitics | — |
| prereq | 234_027 | Element Biosciences will launch $600K desktop $100-per-genome machine in second half of 2026 | Biotech/Longevity | — |
| prereq | 234_026 | AI rent-a-human service feature of scoring humor/visuals will be gone in months | AI | — |
| prereq | 231_047 | Solving physics with AI has very high likelihood in next 2 years. | AI | — |
| prereq | 246_023 | Grok 5 release ~20% probability for Q2 2026 per PolyMarket. | AI | — |
| prereq | 245_038 | People buying clones of their dogs is a profitable ongoing consumer business (will persist) | Consumer | — |
| prereq | 241_042 | Post-tragedy, global leaders (US, China) will convene on AI governance | Geopolitics | — |
| prereq | 229_004 | By summer 2026, Figure will have almost none of its supply chain in China. | Geopolitics | — |
| prereq | 234_001 | India will be the next giant on the rise while China is on the decline | Geopolitics | — |
| prereq | 229_003 | Figure is effectively sold out on its current customer base for the next two to three years. | Robotics | — |
| prereq | 248_036 | AI will enable one-person conglomerates and one-person religions. | AI | — |
| prereq | 230_008 | AI will bulk-solve math, physical sciences, engineering, medicine, and material sciences. | AI | — |
| prereq | 245_035 | Gene drive tech is safer than prior dispersals and can be rolled back | Biotech/Longevity | — |
| prereq | 230_001 | A billion-dollar revenue company is already being run by an AI CEO (with human as legal puppet). | AI | — |
| prereq | 248_049 | Humans (weaker intelligences) can successfully align/contain super-intelligences via weak-to-strong supervision. | AI | — |
| prereq | 229_043 | Figure expects to hire a small handful of lead customers rather than broad distribution over next 6-12 months. | Robotics | — |
| prereq | 245_019 | US spends over $500B per year on invasive species economic impact | Macro/Economy | — |
| prereq | 229_032 | Figure will ship a figure with 'personality' the user can talk to and that remembers, over the next year or two. | AI | — |
| prereq | 232_056 | Every single discipline (math, physics, chemistry, medicine) will be flattened by well-targeted generalist AIs. | AI | — |
| prereq | 232_054 | SSI (Ilya Sutskever's company), if successful, will change a lot of things. | AI | — |
| prereq | 232_032 | Crypto will become pervasive utility for AI; a ledger of truth is also needed. | Crypto | — |
| prereq | 245_018 | Invasive species problem is currently measured at $5.4 trillion globally | Macro/Economy | — |
| prereq | 238_063 | Automating companies with AI leaves ~25% of employees doing oversight; 5x more companies will be created, keeping employment flat | Labor/Jobs | — |
| prereq | 238_066 | Pete Donovan aspires to build 20,000 distributed 10MW data centers across US high-school-football towns | Energy | — |
| prereq | 230_042 | A pure AI organization will emerge soon — won't look efficient, will look 'literally alien'. | AI | — |
| prereq | 239_002 | AI recursive self-improvement will be fully automated by end of 2026 or 2027 at latest | AI | — |
| prereq | 238_060 | Universal basic AI (UBI for AI/compute) will be required — money must come from being human, not banks | Macro/Economy | — |
| prereq | 239_004 | xAI/Grok will catch up and exceed competitors on coding by mid-2026 | AI | — |
| prereq | 232_029 | Entry-level workers have approximately 2 years to secure employment before AI shuts down vertical mobility. | Labor/Jobs | — |
| prereq | 232_016 | Super intelligence will discover new laws of physics and transformative inventions. | AI | — |
| prereq | 232_005 | Big enterprises will not reach total AI efficiency very fast. | Labor/Jobs | — |
| prereq | 232_002 | Way more positive change coming from AI than negative change, at much more rapid rate. | AI | — |
| prereq | 239_021 | Money will stop being relevant at some point | Macro/Economy | — |
| prereq | 242_028 | AI could automate 25% of US work hours | Labor/Jobs | — |
| prereq | 239_028 | Intelligence harnessing up to 1 millionth of sun's energy possible | Energy | — |
| prereq | 238_059 | Era of greed and ignored fundamental problems will disappear in 2-3 years as XPRIZE takes hold | Macro/Economy | — |
| prereq | 238_047 | US will add 86 GW of new grid capacity in 2026, 51% from solar | Energy | — |
| prereq | 244_025 | Open question whether society can adjust fast enough to AI/automation pace | Labor/Jobs | — |
| prereq | 248_022 | Deepseek-style hyperdeflation moments from algorithmic innovation will become more frequent but less effective at causing price swings. | Markets/Stocks | — |
| prereq | 238_042 | Iris scanning will improve to a 3-meter (and longer) range at retail stores | Consumer | — |
| prereq | 240_015 | Post-transformer architectures will make a 1000x cost reduction look like child's play | AI | — |
| prereq | 231_004 | The solution wavefront will spread from math/coding to physics, chemistry, and other fields. | AI | — |
| prereq | 246_041 | Data centers will drive local electricity costs toward zero within ~5 years. | Energy | — |
| prereq | 230_015 | For the next few years more people will end up doing more work, not less (996 turns into 997). | Labor/Jobs | — |
| prereq | 230_023 | Reversible cryopreservation of brains/organs is nearing; people will be able to cryopreserve and revive. | Biotech/Longevity | — |
| prereq | 230_032 | Near future will see multiple spheres of influence each independently locking itself in (geopolitically). | Geopolitics | — |
| prereq | 230_039 | Educational system will have 'AI wilderness camps' where tools are removed; every fourth-grader becomes a Nobel laureate. | Education | — |
| prereq | 231_019 | Feynman Grand Prize for nanotech (Drexlerian assemblers) could be solved in next 2-3 years. | Other | — |
| prereq | 232_011 | Jury is still out on whether speech will be the modality of the future for high-bandwidth operation. | AI | — |
| prereq | 232_037 | Bootstrapping lunar/cis-lunar satellite manufacturing facilities within a few years will relieve launch bottleneck. | Space | — |
| prereq | 232_058 | Solving physics may reveal 'doors behind doors' of new opportunities. | AI | — |
| prereq | 233_003 | Any student is capable of reaching 99th percentile in reading, writing, math, and science with mastery-based tutoring. | Education | — |
| prereq | 233_006 | Cost of AI tokens per student ($10k/year) will come down by a factor of 10 and move on-device. | AI | — |
| prereq | 233_009 | A motivational learning bundle with video game designers will be released in 2026. | Education | — |
| prereq | 233_011 | Government ministries of education globally will wait and see until dramatically more proof exists before adoption. | Education | — |
| prereq | 233_018 | Alpha's private school market is a $50 billion opportunity. | Education | — |
| prereq | 233_021 | AI learning will improve via closed-loop reinforcement learning cycle making results keep increasing. | AI | — |
| prereq | 234_003 | Within 1-2 years we will look back and wonder why training was centralized while inference was decentralized | AI | — |
| prereq | 234_009 | Pentagon and Anthropic will resolve their standoff amicably | Defense | — |
| prereq | 234_011 | Pentagon pressure on frontier labs to shape cultural values will increase | Defense | — |
| prereq | 234_038 | Real estate is not an asset class impervious to the singularity | Real Estate | — |
| prereq | 234_041 | 50% probability fundamental physics could be solved in the next few years | Other | — |
| prereq | 234_043 | Harvard or MIT IPO could triple or quadruple their underlying book value | Education | — |
| prereq | 235_043 | Anthropic may win legal challenge against Dept of War classification. | Defense | — |
| prereq | 236_039 | Data centers/hyperscalers will subsidize electricity/services for consumers | Energy | — |
| prereq | 236_043 | Universities will become largest incubators on the planet | Education | — |
| prereq | 238_069 | The path to the abundant end-state will include diverse mutually-exclusive nation-state/business paths | Geopolitics | — |
| prereq | 240_004 | A new repo from 2027 will go from zero to a billion stars in 5 minutes | AI | — |
| prereq | 240_017 | Optimization may eliminate need to tile the world with data centers or massive energy buildout | Energy | — |
| prereq | 240_030 | Tesla's independent chip production would derisk potential Chinese invasion of Taiwan | Geopolitics | — |
| prereq | 240_031 | Samsung will be optimized by orders of magnitude by Elon | AI | — |
| prereq | 240_045 | White House to disclose something about aliens/UAPs in the next few months (rumors of June/July/summer) | Geopolitics | — |
| prereq | 242_047 | Frontier AI may solve most diseases in 5 years | Biotech/Longevity | — |
| prereq | 242_055 | Activist investing will be disrupted by AI writing open letters to public firms | Markets/Stocks | — |
| prereq | 245_017 | Disease/drought-resistant plants and animals market is currently hundreds of billions of dollars | Biotech/Longevity | — |
| prereq | 246_018 | Killer app of compact fusion reactors will be interplanetary/interstellar propulsion, not data centers. | Energy | — |
| prereq | 246_030 | DeepSeek V4 will NOT shock markets like prior DeepSeek releases. | Markets/Stocks | — |
| prereq | 246_048 | Anthropic Mythos is ~5x more expensive than Opus, likely won't be widely run. | AI | — |
| prereq | 247_005 | Harvard worth 3-4x more book value if restructured as PBC | Markets/Stocks | — |
| prereq | 247_012 | The bar for AI startups will rise to require being recursively self-improving | AI | — |
| prereq | 247_017 | Some form of 'capitalism 2.0' or post-scarcity capitalism will emerge eventually | Macro/Economy | — |
| prereq | 247_019 | AI could empower individuals to become micro entrepreneurs without need for new social contract | Macro/Economy | — |
| prereq | 247_054 | Real estate will be made post-scarce by AI (land growth via AI) | Real Estate | — |
| prereq | 248_002 | LEO satellite-to-phone will become the new alternative to terrestrial networks within two years. | Space | — |
| prereq | 248_007 | We will see an explosion of AI-driven pop-up shops, retail venues, and malls orchestrated by AI. | AI | — |
| prereq | 248_014 | If China leapfrogs the West algorithmically, the open/closed publication equilibrium will flip. | AI | — |
| prereq | 248_025 | Religion will consolidate globally around fewer major religions while proliferating micro cults/sects. | Other | — |
| prereq | 248_026 | Organized religions will embrace AI barring a civilization-level disruption. | Other | — |
| prereq | 248_031 | Enhanced Games world records will accelerate on a scaling-law-style trajectory year over year. | Biotech/Longevity | — |
| prereq | 248_044 | Alex: likely user ~1 million of a BCI implant (not 101) once upgradeable. | Biotech/Longevity | — |
| prereq | 248_047 | Memory companies' stock prices will continue increasing despite algorithmic efficiency gains. | Markets/Stocks | — |
| prereq | 233_004 | AI will be able to bootstrap four-year-olds into reading within roughly 18 months. | AI | — |
| prereq | 248_029 | Regime change at the FDA is not beyond the realm of reason. | Biotech/Longevity | — |
| prereq | 238_028 | Anthropic plugins will enable market-by-market disruption (could short stocks and announce plugins) | Markets/Stocks | — |
| prereq | 236_038 | Universities (Harvard, MIT, Stanford) will transition to for-profit public benefit companies | Education | — |
| prereq | 235_035 | Apple finally launching AI with Gemini integration at WWDC in June 2026. | AI | — |
| prereq | 233_019 | Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback. | Education | — |
| prereq | 232_059 | Universal basic equity / sovereign dividends will eventually put everyone on capital side of ledger. | Macro/Economy | — |
| prereq | 238_033 | Meta will someday be acquired by an AI company (largest-company-killer scenario) | Markets/Stocks | — |
| prereq | 240_012 | Neutrino-based communication will give ultra-low latency through the Earth in a few years | AI | — |
| prereq | 230_022 | Elon plans to produce tens of millions of robots per year in just a few years. | Robotics | — |
| correlate | S_AGI_MID_2029 | AGI mid: Kurzweil 2029 path | agi_general_capability | — |
| killer | TK13 | Biotech/Synbio Safety Event | — | — |
| killer | TK01 | AGI Capability Plateau (2026-27 Training Stall) | — | — |
| killer | TK03 | AI Regulatory Moratorium (EU/US Capability Freeze) | — | — |
Dependents (4)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | 239_008 | Moon base will exist in 10 years | Space | — |
| prereq | 239_009 | People will be on Mars within 10 years | Space | — |
| prereq | 232_047 | Mass drivers on the moon will shoot AI satellites into deep space; self-sustaining lunar city will follow. | Space | — |
| prereq | 239_010 | Mass driver on the moon within 10 years | Space | — |
Linked documents (7)
| Sim | Source | Title | Market prob | Polarity | Reviewed | Published |
|---|---|---|---|---|---|---|
| 0.807 | manifold | Longevity escape velocity before 2030? | 11% | mentions | pending | 2026-06-04 |
| 0.652 | arxiv | Neural-Actuarial Longevity Forecasting: Anchoring LSTMs for Explainable Risk Management | — | mentions | pending | 2026-05-07 |
| 0.581 | manifold | Will Bryan Johnson date someone with an over 26 year age difference by 2031 | 28% | mentions | pending | 2026-05-04 |
| 0.578 | manifold | Will Trump or Biden Live longer? | — | mentions | pending | 2026-05-15 |
| 0.563 | manifold | Will I be below 265 pounds by January 11, 2027? (Today: 318.8 pounds) | 41% | mentions | pending | 2026-06-01 |
| 0.560 | manifold | What will Tetra's resting heart rate be on 10-17 May according to Mi Fitness? | — | mentions | pending | 2026-05-07 |
| 0.555 | manifold | If Felix Gall signs for Lidl Trek for the 2027 season, will he win at least 1 UCI race for Lidl Trek before 2030? | 26% | mentions | pending | 2026-05-28 |
Raw metadata
{
"nia": false,
"url": "https://www.youtube.com/watch?v=T8X6kp-pcKs",
"mode": "CITED_PREDICTION",
"role": "Cited-Other",
"context": "You know, Rey, uh, we'll talk to Ry on May 4th if you join us. Uh has famously said, you know, LEV by 2033. That's my that's my war my war cry. Lev by 2033. So, we'll see.",
"to_year": 2033,
"cited_by": "Peter Diamandis",
"verbatim": "Rey, uh, we'll talk to Ry on May 4th if you join us. Uh has famously said, you know, LEV by 2033. That's my that's my war my war cry. Lev by 2033.",
"conv_cues": "famously said",
"direction": "HAPPEN",
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"timeframe": "2033",
"conv_level": "HIGH",
"milestones": [
{
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"label": "Kurzweil reaffirms 2032-2035 LEV timeline",
"source": "MIT News Oct 2025 — Kurzweil reaffirms tech-progress optimism; Economist 2024 op-ed widening to 2029-2035; NPR TED Radio Hour Jul 2025",
"status": "hit",
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"source_url": "https://news.mit.edu/2025/ray-kurzwei-reinforces-his-optimism-tech-progress-1010",
"expected_date": "2025-10-01",
"observed_date": "2025-10-10",
"research_origin": "deep_research",
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},
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... (truncated)