ALL
Allstate · NYSE · USA
Cap tier
Large
Approx cap
$45.0B
Bull scenarios
0
Adverse scenarios
97
Other links
0
Modeled impact
unknown
0 explicit links; 97 public links lack move; 0 lack probability
Themes & clusters
From SRC_B Theme-Company Matrix
C9AV-specific insurance layersCommercial Insurance for Gig DriversMillisecond Insurance
Investment thesis
From SRC_B Company Master
Scale auto insurer.
Bull scenarios (0)
Predictions where this ticker benefits
| Pred | Role | Domain | Prediction | Predictor | Current | Move | Impact | Status |
|---|---|---|---|---|---|---|---|---|
| No data | ||||||||
Adverse scenarios (97)
Predictions where this ticker is displaced
| Pred | Domain | Prediction | Predictor | Current | Move | Impact | Mechanism |
|---|---|---|---|---|---|---|---|
| AUT_016 | AI | NVIDIA 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 Huang | 81.0% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |
| CYB_025 | Other | The 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 Losey | 77.1% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |
| ROB_026 | Defense | Autonomous 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 Finn | 77.1% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |
| AUT_008 | Auto/Transport | Uber 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 Khosrowshahi | 75.5% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |
| ROB_022 | Defense | Maintaining 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 Schmidt | 75.2% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |
| AI_017 | Semis | NVIDIA 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 Huang | 74.8% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |
| 243_002 | Auto/Transport | Uber will be in 15 cities with autonomous partners by end of 2026 | Dara Khosrowshahi | 74.8% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| AUT_005 | Defense | Fundamental 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 Horowitz | 73.3% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |
| AUT_015 | Defense | Complete 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 Schmidt | 70.0% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |
| CYB_021 | Space | Commercial 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 Isaacman | 65.5% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |
| INF_067 | Auto/Transport | Uber 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 Khosrowshahi | 64.4% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |
| 244_020 | Auto/Transport | Need for driver's licenses is going to collapse over the next few years | Peter Diamandis | 62.8% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| FUT_004 | AI | Rapid 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 Webb | 61.6% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |
| INF_036 | AI | AI 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 Khosrowshahi | 60.6% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |
| AUT_010 | AI | As 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 Amodei | 60.5% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |
| ROB_019 | Macro/Economy | The 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 Andreessen | 59.7% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |
| AUT_002 | AI | Models 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-Gross | 59.1% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |
| IND_011 | Macro/Economy | 2024-2026 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 Calacanis | 58.2% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |
| INF_064 | Auto/Transport | Within 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 Khosrowshahi | 57.6% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |
| 241_050 | AI | AI LLMs can run for hours (e.g., dinner to 4am) autonomously creating new solutions | Eric Schmidt | 56.7% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| AUT_021 | AI | Defining 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 Andreessen | 56.6% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |
| CYB_003 | AI | Localized, 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 Finn | 55.1% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |
| ROB_017 | Labor/Jobs | Self-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 Khosrowshahi | 54.5% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |
| AUT_014 | AI | Most 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 Mostaque | 53.3% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |
| CYB_013 | Markets/Stocks | The 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 Blundin | 51.7% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |
| AUT_001 | AI | The 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 Finn | 51.2% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |
| 242_058 | Auto/Transport | Cybercab owners will generate revenue via autonomous ridesharing fleets | Peter Diamandis | 51.1% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| CMQ_047 | AI | Autonomous code agents and AutoResearch systems will close the loop on complex scientific experimentation without human-in-the-loop. | Andrej Karpathy | 51.1% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |
| AUT_022 | Auto/Transport | 2026 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 Stanley | 50.3% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |
| 243_035 | Auto/Transport | Austin and Atlanta autonomous markets growing faster than national average | Dara Khosrowshahi | 50.3% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| FUT_005 | Biotech/Longevity | Emergence 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 Webb | 50.3% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |
| AUT_011 | Geopolitics | Severe 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 Holz | 50.0% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |
| 246_039 | Auto/Transport | Autonomous vehicles/flying cars coming by 2028. | Peter Diamandis | 49.2% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| 243_033 | Labor/Jobs | About 20% of drivers slough off Uber platform annually | Dara Khosrowshahi | 48.9% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| 244_003 | Auto/Transport | Regulators will have to decide what a human driver's license looks like | Dara Khosrowshahi | 48.9% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| AUT_020 | Education | AI-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 Price | 48.6% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |
| 243_022 | Auto/Transport | Cost per trip will come down and safety per trip will come up as autonomous proliferates | Dara Khosrowshahi | 48.4% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| 243_010 | Auto/Transport | Human drivers will eventually be removed from Tesla FSD backup role | Dara Khosrowshahi | 48.3% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| 244_031 | Energy | Uber's network will move to EVs as autonomous becomes bigger reality | Dara Khosrowshahi | 48.2% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| IND_001 | Labor/Jobs | Single 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 Finn | 47.9% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |
| 245_016 | Biotech/Longevity | Kitrid disease is the leading extinction driver in frogs/amphibians and can be solved with genetic engineering | Ben Lamm | 47.0% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| 244_013 | Auto/Transport | Uber will work with Chinese autonomous players (Pony, WeRide, hopefully Baidu) outside the US | Dara Khosrowshahi | 47.0% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| 243_005 | Auto/Transport | There will be many many winners in the autonomous space | Dara Khosrowshahi | 46.7% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| 243_024 | Auto/Transport | Electric autonomous cars could be four times cheaper than owning a car (cited Diamandis research) | Peter Diamandis | 46.6% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| 243_031 | Labor/Jobs | Uber will have significantly more drivers in 2030 than today, including in US | Dara Khosrowshahi | 46.3% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| 243_015 | Auto/Transport | Software space for autonomous may consolidate to fewer than 10 providers | Dara Khosrowshahi | 46.1% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| 230_018 | Auto/Transport | In 5 years, 70-80% of cars will be autonomous, especially hooked up to your AI. | Peter Diamandis | 46.0% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| 242_002 | Space | Long-term petawatt compute will come only from lunar mass drivers | Peter Diamandis | 45.8% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| SPC_021 | Space | Relativity 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 Schmidt | 45.4% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |
| 244_017 | Auto/Transport | Ilia (age 13) will still want a driver's license in 3 years due to slow AV mass production | Dara Khosrowshahi | 45.3% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| 243_001 | Auto/Transport | Autonomous vehicle market will develop in a hybrid way, not binary all-or-nothing | Dara Khosrowshahi | 44.4% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| 244_005 | Auto/Transport | Fewer and fewer drivers on the road, like fewer people knowing how to ride a horse | Dara Khosrowshahi | 44.4% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| 244_009 | Auto/Transport | Autonomous insurance will have multiple layers: AV provider coverage plus additional layers | Dara Khosrowshahi | 44.4% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| 244_011 | Auto/Transport | Autonomous transportation will eventually make transportation cheaper | Dara Khosrowshahi | 44.4% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| 243_025 | Auto/Transport | Middle East (UAE, KSA) will be most forward-leaning on autonomous vehicle deployment | Dara Khosrowshahi | 44.4% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| 243_012 | Auto/Transport | Liability costs will come down industry-wide with autonomous driving | Dara Khosrowshahi | 44.4% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| 243_023 | Auto/Transport | Autonomous is enormous opportunity for TAM expansion across mobility and delivery | Dara Khosrowshahi | 44.4% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| 243_021 | Auto/Transport | Autonomous cars will make it not sensible to own your own car | Dara Khosrowshahi | 44.4% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| 243_020 | Auto/Transport | Autonomous will take a while to penetrate developing markets (70+ countries Uber operates in) | Dara Khosrowshahi | 44.4% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| 243_011 | Auto/Transport | Autonomous driver will be much safer than a human being | Dara Khosrowshahi | 44.4% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| 243_019 | Auto/Transport | Autonomous will become a very big part of developed markets, cost curves will come down | Dara Khosrowshahi | 44.4% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| 243_018 | Auto/Transport | Fleet turnover from human-driven to autonomous will take a very long time due to 10+ year avg car life | Dara Khosrowshahi | 44.4% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| 243_047 | Auto/Transport | Autonomous revolution will have even more impact on society than Uber | Dara Khosrowshahi | 44.4% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| 243_007 | Auto/Transport | Autonomous mobility will become another trillion-dollar marketplace | Dara Khosrowshahi | 44.4% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| 243_008 | Auto/Transport | Streets will be safer as autonomous cars don't get distracted or tired | Dara Khosrowshahi | 44.4% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| 236_042 | Auto/Transport | Insurance underwriting will flip from driver risk to systemic risk as FSD matures | Salim Ismail | 43.5% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| 243_038 | Labor/Jobs | Capital assets (cars) will at some point replace some labor (drivers) | Dara Khosrowshahi | 43.5% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| IND_010 | Biotech/Longevity | Autonomous 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 Isaacman | 43.2% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |
| 243_034 | Auto/Transport | Autonomous is bringing new customers and expanding the market, not just replacing human driving | Dara Khosrowshahi | 41.8% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| 243_017 | Auto/Transport | Cost of lidar and cameras will continue coming down, making new cars autonomous-ready within 10 years | Dara Khosrowshahi | 41.6% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| 243_013 | Auto/Transport | Every new car sold 10 years from now will have autonomous software | Dara Khosrowshahi | 41.0% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| 244_010 | Robotics | Machines will be more predictable than human drivers with higher acceptance rates | Dara Khosrowshahi | 40.9% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| 243_036 | Auto/Transport | Price of rides will come down with autonomous driving | Dara Khosrowshahi | 40.6% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| 243_016 | Auto/Transport | Autonomous will remain a very large fragmented industry, like OEMs | Dara Khosrowshahi | 40.6% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| AUT_025 | AI | Per 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 Bostrom | 40.1% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |
| 243_014 | Auto/Transport | 10+ autonomous providers will operate on streets of LA a decade from now | Dara Khosrowshahi | 39.5% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| 243_037 | Labor/Jobs | Drivers will be able to transition to becoming fleet managers/owners of autonomous vehicles | Dara Khosrowshahi | 39.3% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| AI_006 | AI | True 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 Karpathy | 38.1% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |
| AUT_012 | AI | True 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 Hassabis | 38.1% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |
| ROB_015 | Labor/Jobs | The 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 Diamandis | 37.7% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |
| 244_002 | Auto/Transport | Humans will be demonstrably less safe than autonomous drivers (within 25 years, not 15) | Dara Khosrowshahi | 37.6% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| AI_020 | Space | NVIDIA 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. | NVIDIA | 36.0% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |
| 230_020 | Auto/Transport | Peter's 14-year-old son Milan will never get a driver's license. | Peter Diamandis | 34.7% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| 243_009 | Auto/Transport | Regulation will come into place making autonomous safety case demonstrably superior | Dara Khosrowshahi | 34.6% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| 246_033 | AI | Insecurity of human-authored code will be recognized before insecurity of human drivers is legally. | Alex Wissner-Gross | 34.2% | unknown | unknown | AV fleet scale 2027-2030 structurally reduces auto insurance loss-pool; gross premiums compress as accident frequency falls. |
| CMQ_002 | AI | By 2028, AI systems will reach 'independent researcher' level — driving autonomous scientific discoveries without human intervention. | Sam Altman | 31.4% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |
| FUT_019 | Biotech/Longevity | Global 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 Synthesis | 31.0% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |
| AI_008 | AI | Once 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 Aschenbrenner | 29.2% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |
| AUT_018 | Labor/Jobs | Level 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 Calacanis | 28.6% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |
| IND_015 | Macro/Economy | Integration 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 Mostaque | 26.0% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |
| AI_027 | Crypto | Autonomous 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 Saylor | 25.2% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |
| IND_016 | Space | By 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 Shotwell | 21.7% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |
| AI_011 | Labor/Jobs | The 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 Schmidt | 20.0% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |
| AUT_026 | Biotech/Longevity | By 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 Kurzweil | 18.0% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |
| AUT_013 | Auto/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 Musk | 15.0% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |
| AUT_007 | Macro/Economy | 2026 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 Palihapitiya | 12.8% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |
| ROB_011 | Space | An 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 Musk | 11.3% | unknown | unknown | AV scale compresses auto-insurance + rideshare driver economics. |