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UBER

Uber Technologies · NYSE · USA

Cap tier
Mega
Approx cap
$210.0B
Bull scenarios
127
Adverse scenarios
48
Other links
0
Modeled impact
unknown
0 explicit links; 175 public links lack move; 0 lack probability

Themes & clusters

From SRC_B Theme-Company Matrix
C9AI Data Annotation LaborAV Fleet FinancingAV Training Data CollectionCommercial Insurance for Gig DriversData-labeling / model-testing flexible workforceFleet Operations & Maintenance (robotaxi)Multimodal Matching/Trip PlanningSubscription/access economy

Investment thesis

From SRC_B Company Master

Platform demand aggregator for all third-party AV fleets; AI labeling via driver network

Bull scenarios (127)

Predictions where this ticker benefits
PredRoleDomainPredictionPredictorCurrentMoveImpactStatus
AUT_008multi_vectorAuto/TransportUber has structured partnerships integrating Waymo, May Mobility, Lucid Group + Nuro manufacturing agreement to deploy up to 20,000 purpose-built autonomous vehicles globally — hybrid human+AV transportation networks will persist 20-30 years due to cur...Dara Khosrowshahi75.5%unknownunknownin_progress
243_002multi_vectorAuto/TransportUber will be in 15 cities with autonomous partners by end of 2026Dara Khosrowshahi74.8%unknownunknownin_progress
SEM_036multi_vectorAI/CognitionWorld-class AI programmers will appear within 1-2 years (by 2027-2028).Eric Schmidt69.7%unknownunknownin_progress
CYB_020multi_vectorSpaceStarlink expansion — navigating regulatory regimes like India's IN-SPACe approvals — establishes a ubiquitous, high-bandwidth data canopy essential for routing planetary-scale AI agent communications without terrestrial fiber-optic latency.Gwynne Shotwell64.8%unknownunknownin_progress
SEM_006multi_vectorAI/FinanceOpenAI will operate at a ~$9B deficit in 2025, driven almost entirely by advanced-chip acquisition and facility construction.Sam Altman63.5%unknownunknownpartial
244_020multi_vectorAuto/TransportNeed for driver's licenses is going to collapse over the next few yearsPeter Diamandis62.8%unknownunknownpartial
241_050multi_vectorAIAI LLMs can run for hours (e.g., dinner to 4am) autonomously creating new solutionsEric Schmidt56.7%unknownunknownpending
SEM_049multi_vectorAI/SoftwareAI will soon fully automate software engineering, achieving massive cost reductions via iterative self-improvement.Alex Wissner-Gross55.7%unknownunknownpartial
ROB_017multi_vectorLabor/JobsSelf-driving vehicles and autonomous systems will begin completely replacing human gig workers within 10-15 years — a major societal challenge for millions of drivers reliant on ride-share platforms, necessitating new paradigms for on-demand, AI-assist...Dara Khosrowshahi54.5%unknownunknownpending
SEM_045multi_vectorEconomy/OrgTraditional corporate structures will move rapidly toward AI-native operating models by 2026 — forcing total organizational transformations.Salim Ismail54.2%unknownunknownpartial
230_030multi_vectorMacro/EconomyEconomy will shift from paying for inputs/hours to paying for verified outcomes.Peter Diamandis54.2%unknownunknownpending
SEM_046multi_vectorAI/StartupsAI startups are scaling incredibly fast with significantly less capital — barrier to entry for complex software approaching zero.Joe Liemandt53.5%unknownunknownin_progress
231_043multi_vectorLabor/JobsLack of hiring for junior positions will cause social unrest from young people who can't get jobs.Peter Diamandis51.9%unknownunknownpending
242_058multi_vectorAuto/TransportCybercab owners will generate revenue via autonomous ridesharing fleetsPeter Diamandis51.1%unknownunknownpending
243_035multi_vectorAuto/TransportAustin and Atlanta autonomous markets growing faster than national averageDara Khosrowshahi50.3%unknownunknownpending
230_034multi_vectorMacro/EconomyAbundance will be achieved by 2035.Peter Diamandis50.2%unknownunknownpending
236_009multi_vectorMacro/EconomyHuman billionaires will be first movers funding UBI-like regional transfersAndrew Yang50.0%unknownunknownpending
236_007multi_vectorMacro/EconomyUS GDP per capita will break $90K and then $100K in relatively near futureAndrew Yang50.0%unknownunknownpending
236_018multi_vectorMacro/EconomyUBI/stimulus needed in 1-3 year timeframe, UBS in 3-8 yearsPeter Diamandis50.0%unknownunknownpending
240_042multi_vectorMacro/EconomyEconomy will be 10x larger in 10 years (Elon's number)Elon Musk50.0%unknownunknownpending
236_034multi_vectorMacro/EconomyRapid inflation in near-term from UBI money printing, then rapid deflation from AI/roboticsPeter Diamandis49.8%unknownunknownpending
AI_036multi_vectorAIReinforcement Learning from Human Feedback (RLHF) will fail catastrophically when applied to superintelligence — because humans will be inherently incapable of evaluating the incomprehensible logic and actions of an ASI; therefore, aligning superintell...Leopold Aschenbrenner49.5%unknownunknownpending
246_039multi_vectorAuto/TransportAutonomous vehicles/flying cars coming by 2028.Peter Diamandis49.2%unknownunknownpending
241_030multi_vectorLabor/JobsLow-skilled labor of any kind gets swept up by automationEric Schmidt48.9%unknownunknownpending
236_023multi_vectorLabor/JobsAI will replace white-collar jobs: 20-50% of 70M US office workers in 12-18 monthsAndrew Yang48.9%unknownunknownpending
241_012multi_vectorLabor/JobsJobs impact from AI will occur at some pointEric Schmidt48.9%unknownunknownpending
236_003multi_vectorLabor/JobsJobs will get whisked away in many firms in 2026Andrew Yang48.9%unknownunknownpending
243_033multi_vectorLabor/JobsAbout 20% of drivers slough off Uber platform annuallyDara Khosrowshahi48.9%unknownunknownpending
244_003multi_vectorAuto/TransportRegulators will have to decide what a human driver's license looks likeDara Khosrowshahi48.9%unknownunknownpending
243_022multi_vectorAuto/TransportCost per trip will come down and safety per trip will come up as autonomous proliferatesDara Khosrowshahi48.4%unknownunknownpending
243_010multi_vectorAuto/TransportHuman drivers will eventually be removed from Tesla FSD backup roleDara Khosrowshahi48.3%unknownunknownpending
244_031multi_vectorEnergyUber's network will move to EVs as autonomous becomes bigger realityDara Khosrowshahi48.2%unknownunknownpending
242_040multi_vectorSpaceMars/Europa/planets will have ubiquitous microbial lifePeter Diamandis47.5%unknownunknownpending
SEM_037multi_vectorLabor/JobsFor any job you can do on the other side of a screen, AI will probably be able to do it better, faster, and cheaper by next year (2026-2027).Emad Mostaque47.2%unknownunknownpartial
245_016multi_vectorBiotech/LongevityKitrid disease is the leading extinction driver in frogs/amphibians and can be solved with genetic engineeringBen Lamm47.0%unknownunknownpending
234_042multi_vectorMacro/EconomyAI displacement will collapse the payroll tax base funding Medicare/Social SecurityPeter Diamandis47.0%unknownunknownpending
244_013multi_vectorAuto/TransportUber will work with Chinese autonomous players (Pony, WeRide, hopefully Baidu) outside the USDara Khosrowshahi47.0%unknownunknownpending
232_031multi_vectorCryptoCrypto and AI will combine to form the AI economy; most people are underestimating this.Ben Horowitz46.9%unknownunknownpending
243_005multi_vectorAuto/TransportThere will be many many winners in the autonomous spaceDara Khosrowshahi46.7%unknownunknownpending
243_024multi_vectorAuto/TransportElectric autonomous cars could be four times cheaper than owning a car (cited Diamandis research)Peter Diamandis46.6%unknownunknownpending
230_009multi_vectorMacro/EconomyUS GDP growth will hit triple-digit (100%+) within 5 years per Elon Musk.Elon Musk46.4%unknownunknownpending
243_031multi_vectorLabor/JobsUber will have significantly more drivers in 2030 than today, including in USDara Khosrowshahi46.3%unknownunknownpending
247_015multi_vectorMacro/EconomyGovernment will print UBI checks in next 2-5 years due to AI turbulencePeter Diamandis46.1%unknownunknownpending
243_015multi_vectorAuto/TransportSoftware space for autonomous may consolidate to fewer than 10 providersDara Khosrowshahi46.1%unknownunknownpending
230_018multi_vectorAuto/TransportIn 5 years, 70-80% of cars will be autonomous, especially hooked up to your AI.Peter Diamandis46.0%unknownunknownpending
232_042multi_vectorMacro/EconomyGDP expands massively as intelligence becomes infrastructure; Jevons paradox will apply to AI.Salim Ismail45.9%unknownunknownpending
242_002multi_vectorSpaceLong-term petawatt compute will come only from lunar mass driversPeter Diamandis45.8%unknownunknownpending
247_016multi_vectorMacro/EconomyHuge backlash against AI abundance without institutional redesignSalim Ismail45.7%unknownunknownpending
241_022multi_vectorMacro/EconomyData center buildout is ~1% of US GDP growthEric Schmidt45.4%unknownunknownpending
244_017multi_vectorAuto/TransportIlia (age 13) will still want a driver's license in 3 years due to slow AV mass productionDara Khosrowshahi45.3%unknownunknownpending
232_027multi_vectorLabor/JobsEntry-level/couch-potato workers will find it harder to get simple jobs; but entrepreneurial opportunity is unlimited.Ben Horowitz44.9%unknownunknownpending
232_028multi_vectorLabor/JobsIn AI age there will be unlimited entrepreneurial opportunity; the 'only AI' displacement narrative is wrong.Ben Horowitz44.9%unknownunknownpending
234_034multi_vectorLabor/JobsAndrew Yang predicts 20-50% of 70M US white collar workers could be displaced in 1-2 yearsAndrew Yang44.9%unknownunknownpending
243_045multi_vectorAuto/TransportJoby Abu Dhabi partnership will save hours of travel timeDara Khosrowshahi44.9%unknownunknownpending
236_005multi_vectorLabor/JobsAnthropic predicts 50% of entry-level white collar jobs automated in 1-5 yearsDario Amodei / Anthropic44.9%unknownunknownpending
241_058multi_vectorLabor/JobsHigh-skilled mechanical labor will be one of the last things to go in automationEric Schmidt44.9%unknownunknownpending
243_025multi_vectorAuto/TransportMiddle East (UAE, KSA) will be most forward-leaning on autonomous vehicle deploymentDara Khosrowshahi44.4%unknownunknownpending
244_005multi_vectorAuto/TransportFewer and fewer drivers on the road, like fewer people knowing how to ride a horseDara Khosrowshahi44.4%unknownunknownpending
244_009multi_vectorAuto/TransportAutonomous insurance will have multiple layers: AV provider coverage plus additional layersDara Khosrowshahi44.4%unknownunknownpending
244_011multi_vectorAuto/TransportAutonomous transportation will eventually make transportation cheaperDara Khosrowshahi44.4%unknownunknownpending
243_047multi_vectorAuto/TransportAutonomous revolution will have even more impact on society than UberDara Khosrowshahi44.4%unknownunknownpending
243_001multi_vectorAuto/TransportAutonomous vehicle market will develop in a hybrid way, not binary all-or-nothingDara Khosrowshahi44.4%unknownunknownpending
243_007multi_vectorAuto/TransportAutonomous mobility will become another trillion-dollar marketplaceDara Khosrowshahi44.4%unknownunknownpending
243_008multi_vectorAuto/TransportStreets will be safer as autonomous cars don't get distracted or tiredDara Khosrowshahi44.4%unknownunknownpending
243_011multi_vectorAuto/TransportAutonomous driver will be much safer than a human beingDara Khosrowshahi44.4%unknownunknownpending
243_012multi_vectorAuto/TransportLiability costs will come down industry-wide with autonomous drivingDara Khosrowshahi44.4%unknownunknownpending
243_018multi_vectorAuto/TransportFleet turnover from human-driven to autonomous will take a very long time due to 10+ year avg car lifeDara Khosrowshahi44.4%unknownunknownpending
243_019multi_vectorAuto/TransportAutonomous will become a very big part of developed markets, cost curves will come downDara Khosrowshahi44.4%unknownunknownpending
243_020multi_vectorAuto/TransportAutonomous will take a while to penetrate developing markets (70+ countries Uber operates in)Dara Khosrowshahi44.4%unknownunknownpending
243_021multi_vectorAuto/TransportAutonomous cars will make it not sensible to own your own carDara Khosrowshahi44.4%unknownunknownpending
243_023multi_vectorAuto/TransportAutonomous is enormous opportunity for TAM expansion across mobility and deliveryDara Khosrowshahi44.4%unknownunknownpending
236_042multi_vectorAuto/TransportInsurance underwriting will flip from driver risk to systemic risk as FSD maturesSalim Ismail43.5%unknownunknownpending
243_038multi_vectorLabor/JobsCapital assets (cars) will at some point replace some labor (drivers)Dara Khosrowshahi43.5%unknownunknownpending
236_049multi_vectorMacro/EconomyUS GDP per capita growing up up up because of AIAndrew Yang43.2%unknownunknownpending
238_068multi_vectorMacro/EconomyMark Pack Donovan to distribute 5% of wealth fund annually to 44 people (UBI-style pod)Mark Pack Donovan42.9%unknownunknownpending
SEM_030multi_vectorCapital MarketsS&P 500 roughly 10% upside in 2026 driven by AI productivity wave rolling through broader economy (not just megacap).Mike Wilson42.8%unknownunknownpending
243_027multi_vectorAuto/TransportJoby end-to-end eVTOL service in Abu Dhabi launching end of 2026Dara Khosrowshahi42.7%unknownunknownpending
244_006multi_vectorAuto/TransportJoby vertiports will need to be designed for mass market with multiple vehicles landing/taking offDara Khosrowshahi42.7%unknownunknownpending
236_014multi_vectorLabor/JobsPublicly traded companies will fire white collar workers very quicklyAndrew Yang42.5%unknownunknownpending
236_025multi_vectorReal EstateSuburban housing prices will fall as white collar workers lose jobs and sell homesAndrew Yang42.4%unknownunknownpending
243_034multi_vectorAuto/TransportAutonomous is bringing new customers and expanding the market, not just replacing human drivingDara Khosrowshahi41.8%unknownunknownpending
231_042multi_vectorLabor/JobsJob loss from AI will take a long while to play out - not a sudden shock to the economy.Salim Ismail41.8%unknownunknownpending
232_022multi_vectorMacro/EconomyTriple-digit GDP growth is possible in the next 5 years due to AI.Ben Horowitz41.8%unknownunknownpending
236_002multi_vectorMacro/EconomyUBI must come before UHI as an intermediate stepAndrew Yang41.7%unknownunknownpending
238_057multi_vectorMacro/EconomyLaws of economics and thermodynamics will still apply despite AI abundanceAlex Wissner-Gross41.6%unknownunknownpending
243_017multi_vectorAuto/TransportCost of lidar and cameras will continue coming down, making new cars autonomous-ready within 10 yearsDara Khosrowshahi41.6%unknownunknownpending
243_013multi_vectorAuto/TransportEvery new car sold 10 years from now will have autonomous softwareDara Khosrowshahi41.0%unknownunknownpending
243_028multi_vectorAuto/TransportJoby eVTOL service hopefully coming to US sometime next year (2027)Dara Khosrowshahi40.9%unknownunknownpending
237_027multi_vectorLabor/Jobs100 million people using OpenClaw will each start businesses hiring ~3 people, creating more jobs than FANG layoffs destroy.Alex Finn40.9%unknownunknownpending
230_036multi_vectorLabor/JobsNew job categories will emerge: target designers, data rights brokers, targeting system shapers.Alex Wissner-Gross40.9%unknownunknownpending
247_021multi_vectorLabor/JobsNet job creation likely, exotic new jobs like one-person AI conglomeratesAlex Wissner-Gross40.9%unknownunknownpending
244_010multi_vectorRoboticsMachines will be more predictable than human drivers with higher acceptance ratesDara Khosrowshahi40.9%unknownunknownpending
236_045multi_vectorGeopoliticsGovernment path to UBI vanishingly unlikely, but possible outsized asymmetry in 2028Andrew Yang40.6%unknownunknownpending
243_016multi_vectorAuto/TransportAutonomous will remain a very large fragmented industry, like OEMsDara Khosrowshahi40.6%unknownunknownpending
243_036multi_vectorAuto/TransportPrice of rides will come down with autonomous drivingDara Khosrowshahi40.6%unknownunknownpending
238_032multi_vectorLabor/JobsEnd-state of AI is abundance and post-scarce labor — path is 'no firewall'Alex Wissner-Gross40.3%unknownunknownpending
244_028multi_vectorMacro/EconomyLabor ownership of assets is a positive direction society will move inDara Khosrowshahi39.7%unknownunknownpending
243_014multi_vectorAuto/Transport10+ autonomous providers will operate on streets of LA a decade from nowDara Khosrowshahi39.5%unknownunknownpending
243_037multi_vectorLabor/JobsDrivers will be able to transition to becoming fleet managers/owners of autonomous vehiclesDara Khosrowshahi39.3%unknownunknownpending
240_040multi_vectorMacro/EconomyElon: economy will grow 1000x to saturate all human desireElon Musk37.9%unknownunknownpending
239_001multi_vectorMacro/EconomyGlobal economy will be 10x its current size in 10 yearsElon Musk37.7%unknownunknownpending
231_040multi_vectorMacro/EconomyIreland's UBI art scheme will NOT become a template for the future peacetime work creation.Alex Wissner-Gross37.7%unknownunknownpending
244_002multi_vectorAuto/TransportHumans will be demonstrably less safe than autonomous drivers (within 25 years, not 15)Dara Khosrowshahi37.6%unknownunknownpending
248_009multi_vectorMacro/EconomyElon Musk's economy will grow 10x in about 10 years.Elon Musk37.3%unknownunknownpending
246_003multi_vectorMacro/EconomyGlobal economy will grow 10x in 10 years (cited from Elon Musk).Elon Musk37.3%unknownunknownpending
242_045multi_vectorAIAI will redesign data centers, energy supplies, and entire economyAlex Wissner-Gross37.2%unknownunknownpending
239_030multi_vectorMacro/Economy1000x current economy would saturate human desiresElon Musk36.9%unknownunknownpending
247_056multi_vectorLabor/JobsNet job loss probably not; dynamism with some categories going awayAlex Wissner-Gross36.9%unknownunknownpending
248_018multi_vectorLabor/JobsYoung software developer job decline is self-correcting and has reversed in recent months.Alex Wissner-Gross36.9%unknownunknownpending
242_030multi_vectorLabor/JobsNear-future reverse discrimination where humans need not apply for many jobsAlex Wissner-Gross36.7%unknownunknownpending
230_002multi_vectorLabor/JobsAI will automate away CEO labor; a few more years needed for machines to excel at unskilled manual labor.Alex Wissner-Gross36.5%unknownunknownpending
229_011multi_vectorMarkets/StocksThe humanoid robotics market/economy will be roughly $50 trillion—roughly half of global GDP of human labor.Brett Adcock35.8%unknownunknownpending
238_008multi_vectorMarkets/StocksMany incumbent companies will be in deep trouble between now and the abundance end-stateSalim Ismail35.5%unknownunknownpending
236_036multi_vectorMacro/EconomyHyperinflation to solve debt problem in post-scarcity AI economyAlex Wissner-Gross35.1%unknownunknownpending
230_020multi_vectorAuto/TransportPeter's 14-year-old son Milan will never get a driver's license.Peter Diamandis34.7%unknownunknownpending
243_009multi_vectorAuto/TransportRegulation will come into place making autonomous safety case demonstrably superiorDara Khosrowshahi34.6%unknownunknownpending
246_033multi_vectorAIInsecurity of human-authored code will be recognized before insecurity of human drivers is legally.Alex Wissner-Gross34.2%unknownunknownpending
239_027multi_vectorMacro/EconomyDiamandis cites Musk: triple-digit GDP growth in 5+ yearsElon Musk34.0%unknownunknownpending
238_058multi_vectorMacro/EconomyAbundance X-Prize to deliver housing, food, energy, connectivity for $250/month in 6-7 yearsSalim Ismail33.0%unknownunknownpending
230_035multi_vectorMacro/EconomyGDP will 2x or 3x year-over-year in early 2030s if everything goes well.Alex Wissner-Gross32.0%unknownunknownpending
235_024multi_vectorEnergyIn 2-3 years, AI will drive energy overabundance enabling free electricity to nearby communities.Alex Wissner-Gross31.4%unknownunknownpending
238_056multi_vectorMacro/EconomyCapital itself might become mortal (capitalism may lose fights with labor for first time in history)Alex Wissner-Gross30.1%unknownunknownpending
234_036multi_vectorLabor/JobsJob displacement will be issue 6-10 not top 5 in 10 years; AI discoveries will dominateAlex Wissner-Gross28.8%unknownunknownpending
247_013multi_vectorLabor/Jobs99% of randomly selected white collar jobs could be replaced by AI todayPeter Dannenberg22.2%unknownunknownpending
SPC_007multi_vectorMarkets/StocksSpaceX will NOT pursue a traditional IPO — instead, the aerospace company will go public via a reverse merger with Tesla, allowing Musk to consolidate control and power over his two seminal assets into a single capitalization table.Chamath Palihapitiya19.7%unknownunknownpending
ROB_009multi_vectorRoboticsExternal sales of Tesla Optimus will commence in 2026 at approximately $30,000 retail price — a $30K capital expenditure for a 24/7-capable machine represents a 36-week payback period vs the lowest US minimum wage; fundamentally alters the mathematics ...Elon Musk18.5%unknownunknownpending
AUT_013multi_vectorAuto/Transport'Unsupervised' Tesla Robotaxis will achieve operational capability across 25-50% of the United States by end of 2026 — initial production slow but deployment scales to capture multi-trillion-dollar transportation market. Humanoid robots (Optimus) event...Elon Musk15.0%unknownunknownpending

Adverse scenarios (48)

Predictions where this ticker is displaced
PredDomainPredictionPredictorCurrentMoveImpactMechanism
AUT_016AINVIDIA Rubin platform in full production by 2026 — slashes computational cost of generating AI tokens to 1/10 of previous architectures. Autonomous reasoning model 'Alpamayo' shifts self-driving technology from fragile rule-based coding to verifiable l...Jensen Huang81.0%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.
ROB_026DefenseAutonomous AI agents will execute multi-stage cyberattacks at machine speeds far surpassing the defensive capabilities of human security teams — bad actors will utilize the same multi-agent paradigms that enable legitimate corporate organizations, targ...Alex Finn77.1%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.
CYB_025OtherThe legal profession must transition from viewing AI as a 'prompter' to an active 'partner' — when an autonomous AI consultant hallucinates legal precedent or medical diagnosis, traditional corporate malpractice frameworks fail; courts must rapidly est...Ralph Losey77.1%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.
AUT_008Auto/TransportUber has structured partnerships integrating Waymo, May Mobility, Lucid Group + Nuro manufacturing agreement to deploy up to 20,000 purpose-built autonomous vehicles globally — hybrid human+AV transportation networks will persist 20-30 years due to cur...Dara Khosrowshahi75.5%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.
ROB_022DefenseMaintaining technological competitiveness in Physical AI is an acute, existential matter of national security — falling behind in industrial automation translates directly to loss of geopolitical hegemony; the nation that controls the physical fabricat...Eric Schmidt75.2%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.
AI_017SemisNVIDIA will make Agentic AI the primary demand vector via two specialized products: the 'NemoClaw' developer toolkit for building/orchestrating autonomous agents, and the 'Vera CPU rack' hardware platform explicitly designed to host, deploy, and execut...Jensen Huang74.8%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.
AUT_005DefenseFundamental convergence between autonomous AI, enterprise software, and global defense infrastructure — future geopolitical supremacy dictated entirely by algorithmic dominance rather than traditional kinetic military assets; autonomous drones, AI-driv...Ben Horowitz73.3%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.
AUT_015DefenseComplete obsolescence of traditional military procurement — national security pivots away from small numbers of exquisite expensive surveillance platforms (high-altitude drones, fighter jets) toward highly distributed autonomous systems of thousands of...Eric Schmidt70.0%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.
CYB_021SpaceCommercial orbital missions will increasingly depend on AI for advanced simulations, human health diagnostics in microgravity, and autonomous operation of spacecraft life-support systems — positioning AI as mission-critical infrastructure for sustained...Jared Isaacman65.5%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.
INF_067Auto/TransportUber will execute "utilization guarantee agreements" with major charging networks — EVgo in the US; Electra, Hubber, and Ionity in Europe — giving autonomous fleets prioritized access to power grids and converting charging networks into fleet-demand-ce...Dara Khosrowshahi64.4%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.
FUT_004AIRapid ascension and enterprise dominance of Large Action Models (LAMs) by 2026-2031 — LLM as primary digital interface becomes obsolete; LAMs observe complex behavioral patterns, internalize multi-step business processes, predict physical-robot mainten...Amy Webb61.6%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.
INF_036AIAI will develop a 'kinetic' edge where capital assets (drones, autonomous vehicles, agricultural robots, counter-intrusion systems) become software endpoints — requiring a bifurcated networking architecture: massive sovereign hyperscale DCs for trainin...Dara Khosrowshahi60.6%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.
AUT_010AIAs models transition from passive advisors to active multi-step task executors across digital networks, potential for catastrophic systemic failure scales exponentially — without rigorous legislative oversight + embedded algorithmic surveillance, auton...Daniella Amodei60.5%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.
ROB_019Macro/EconomyThe rise of the 'Electro-Industrial Stack' — AI moving out of the browser and into the physical economy, turning traditional hardware engineering into deeply integrated software-driven systems; relies on robot learning, autonomous science, and new inte...Marc Andreessen59.7%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.
AUT_002AIModels excelling at highly structured mathematical benchmarks exhibit a 'unified capability substrate' enabling dominance in seemingly unrelated fields (coding, logical reasoning, scientific discovery) — the 'mathematical skeleton' of the technological...Alex Wissner-Gross59.1%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.
IND_011Macro/Economy2024-2026 window represents 'AI's iPhone moment' — tech ecosystem moves rapidly beyond simple chatbots to living autonomous AI agents; this shift fundamentally breaks traditional SaaS business model, transitioning economy toward outcome-based pricing r...Jason Calacanis58.2%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.
INF_064Auto/TransportWithin 15-20 years, the vast majority of global ride-hailing trips will be fulfilled by autonomous robotic vehicles — with human labor entirely removed from driving/delivery and transitioned to "mission control" roles (fleet maintenance, rapid rechargi...Dara Khosrowshahi57.6%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.
AUT_021AIDefining software movement of 2026: startups building autonomous platforms specifically designed to clean/structure/continuously validate multimodal data — unstructured corporate sludge (PDFs, logs, videos, emails) causes autonomous agentic workflows t...Marc Andreessen56.6%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.
CYB_003AILocalized, ungoverned multi-agent networks will spontaneously generate their own social networks, governance manifestos, debated ethics, and closed-loop digital economies — exemplified by the Moltbook platform in early 2026 where 150,000+ autonomous AI...Alex Finn55.1%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.
ROB_017Labor/JobsSelf-driving vehicles and autonomous systems will begin completely replacing human gig workers within 10-15 years — a major societal challenge for millions of drivers reliant on ride-share platforms, necessitating new paradigms for on-demand, AI-assist...Dara Khosrowshahi54.5%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.
AUT_014AIMost profound impacts of autonomous AI originate NOT from closed proprietary models within multi-billion-dollar corporate data centers, but from globally distributed open-source models — open-weight parity with frontier systems enables any individual o...Emad Mostaque53.3%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.
CYB_013Markets/StocksThe most resilient corporate moats in agentic commerce will NOT be built on software logic but on proprietary 'data flywheels' — platforms aggregating unbiased real-time consumer-intent data via continuous streams from millions of interacting autonomou...Dave Blundin51.7%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.
AUT_001AIThe HIM platform has demonstrated commercial viability of autonomous multi-agent corporate execution — 5-agent organizational structures running continuously from a single node, with product applications generating substantial revenue within minutes of...Alex Finn51.2%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.
CMQ_047AIAutonomous code agents and AutoResearch systems will close the loop on complex scientific experimentation without human-in-the-loop.Andrej Karpathy51.1%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.
AUT_022Auto/Transport2026 is the definitive 'inflection year' for Autonomous Vehicles — forecasting 33 distinct consumer AV launches and expansion of AV services into 9 new major US cities; China will aggressively lead global adoption, accounting for half the global smart-...Morgan Stanley50.3%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.
FUT_005Biotech/LongevityEmergence of 'Living Intelligence' 2026-2031: violent transformative convergence between biological science, silicon-based sensor networks, and algorithmic orchestration — biological cells programmed with same precision as silicon computers. Living cel...Amy Webb50.3%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.
AUT_011GeopoliticsSevere impending collision between capabilities of open autonomous systems and desires of global state actors to maintain control — emergence of 'compute licensing dystopias' where governments implement draconian surveillance over raw computational har...David Holz50.0%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.
AUT_020EducationAI-driven adaptive learning platforms operating with near-total autonomy — human teachers transition from content deliverers to motivational 'guides' while AI handles entirety of core academic instruction. Short highly-focused 'Pomodoro' sessions manag...MacKenzie Price48.6%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.
IND_001Labor/JobsSingle operators utilizing low-cost hardware (e.g., $600 Mac Minis) will be able to replicate the output of entire enterprise teams, drastically reducing the friction of multi-million-dollar software development — leading to total dissolution of middle...Alex Finn47.9%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.
SPC_021SpaceRelativity Space will revolutionize manufacturing of atmospheric and orbital vehicles by layering AI/ML software with intelligent robotics — drastically reducing part counts and manufacturing latency via autonomous rocket-construction pipelines.Eric Schmidt45.4%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.
IND_010Biotech/LongevityAutonomous orbital manufacturing (facilitated by companies like Varda Space Industries) will successfully return pharmaceutical products processed in microgravity that are commercially superior to those manufactured on Earth by 2026 — new Biotech front...Jared Isaacman43.2%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.
AUT_025AIPer Deep Utopia (2024): successful deployment of highly capable autonomous systems will generate unintended consequences forcing complete reevaluation of human purpose, economics, justice — as AI solves material scarcity + physical labor constraints, h...Nick Bostrom40.1%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.
AI_006AITrue autonomous agents are 'not anywhere close' — AGI and reliable long-horizon agents will require a full decade (2034 or beyond) to develop the holistic contextual reasoning and robust world models needed for unconstrained physical and digital enviro...Andrej Karpathy38.1%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.
AUT_012AITrue AGI arrives 2030-2035 (5-10 years from 2026) based on advanced 'world model systems' — current LLM architecture insufficient for generalized autonomy due to lack of temporal consistency and deep reasoning; world models inherently understand/simula...Demis Hassabis38.1%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.
ROB_015Labor/JobsThe 2025-2028 period is defined by massive automation/job displacement equivalent to 25 years of Industrial Revolution economic upheaval compressed into 3 traumatic years — followed by the dawn of the 'Agentic Era' in 2027 where autonomous AI agents pa...Peter Diamandis37.7%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.
AI_020SpaceNVIDIA will launch a 'space computing' push via the specialized Vera Rubin Space Module — bringing AI infrastructure, geospatial intelligence, and autonomous operations into low Earth orbit, then to autonomous lunar manufacturing bases.NVIDIA36.0%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.
CMQ_002AIBy 2028, AI systems will reach 'independent researcher' level — driving autonomous scientific discoveries without human intervention.Sam Altman31.4%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.
FUT_019Biotech/LongevityGlobal market rapidly accelerates bio-industrial circumvention of fractured supply chains 2026-2031: combination of Webb agentic LAMs overseeing vast bio-reactors powered by sub-cent-per-kWh solar energy creates highly-localized completely-autonomous i...Multi-Forecaster Synthesis31.0%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.
AI_008AIOnce 2027 AGI arrives (AI researchers capable of autonomous research), the intelligence explosion begins — compressing roughly a decade of human-led algorithmic progress into a single year and culminating in Superintelligence by 2030.Leopold Aschenbrenner29.2%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.
AUT_018Labor/JobsLevel 1 customer support sector functionally extinct and replaced by autonomous voice/text agents within 2-3 years, slashing operational costs by up to 50%; 2026 industry-defining blockbuster M&A deal exceeding $500 billion in AI sector; substantive ea...Jason Calacanis28.6%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.
IND_015Macro/EconomyIntegration of open agentic systems drives near-term 'economic inversion' — arrival of 'AI CEO' in 2026: autonomous algorithmic systems capable of directing capital and labor so efficiently they accumulate billionaire-level wealth. Open-source AI acts ...Emad Mostaque26.0%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.
AI_027CryptoAutonomous AI agents cannot function efficiently on legacy slow-moving fiat banking rails — therefore AI systems will inevitably adopt Bitcoin and scalable cryptographic networks as their native digital capital, operating independently across borders a...Michael Saylor25.2%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.
IND_016SpaceBy late 2026, SpaceX will launch a flotilla of approximately 5 uncrewed Starships to the Martian surface — success relies entirely on autonomous orbital refilling + AI-driven landing telemetry, proving precursor infrastructure for human colonization ca...Gwynne Shotwell21.7%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.
AI_011Labor/JobsThe vast majority of human programmers will be entirely replaced by AI within a single year — future programmer role transitions from debugger to 'conductor' directing autonomous agents to implement complex visions.Eric Schmidt20.0%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.
AUT_026Biotech/LongevityBy the 2030s, autonomous nanobots will be deployed directly into the human bloodstream — microscopic autonomous agents acting as internal bio-surveillance network, detecting and repairing cellular damage and biological decline faster than it naturally ...Ray Kurzweil18.0%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.
AUT_013Auto/Transport'Unsupervised' Tesla Robotaxis will achieve operational capability across 25-50% of the United States by end of 2026 — initial production slow but deployment scales to capture multi-trillion-dollar transportation market. Humanoid robots (Optimus) event...Elon Musk15.0%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.
AUT_007Macro/Economy2026 US GDP growth 5% to 6.2% driven directly by AI productivity — citing massive productivity increases unlocked by enterprise AI integration as primary catalyst. Traditional enterprise SaaS 'maintenance and migration' revenue models structurally coll...Chamath Palihapitiya12.8%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.
ROB_011SpaceAn Optimus unit will be sent to Mars by 2026 — signaling the role of autonomous robotics in extraterrestrial colonization and intertwining robotic + interplanetary expansion; robotic precursors precede biological humans in planetary exploration.Elon Musk11.3%unknownunknownAV scale compresses auto-insurance + rideshare driver economics.