Timeline Fan

57 of 57 tracked claims plotted by expected resolution date (X) × posterior probability (Y). Probabilities have already absorbed past + recent evidence (LBP + intake). Ghost arrows show how far each claim has moved off its analyst-seeded prior. Forked into 4 mutually-exclusive AGI branches — each lane shows the claims that hinge on that scenario.

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Top predictors
AllAlex Wissner-Gross (231)Dave Blundin (165)Peter Diamandis (160)Dara Khosrowshahi (89)Elon Musk (69)Eric Schmidt (68)Brett Adcock (51)Salim Ismail (49)Ben Lamm (47)Morgan Stanley (42)Andrew Yang (35)Alex Finn (28)Jensen Huang (27)Leopold Aschenbrenner (23)Ben Horowitz (22)
050100S_AGI_FAST_2027 · prior 30% · avg shift ±1.4pp · AGI fast: drop-in remote worker by 2027-09050100S_AGI_MID_2029 · prior 35% · avg shift ±1.1pp · AGI mid: Kurzweil 2029 path050100S_AGI_SLOW_2031 · prior 25% · AGI slow: Schmidt/Hassabis 5-10 year path050100S_AGI_WINTER_2036PLUS · prior 10% · AGI delayed: capability plateau or AI winterhistory230_014 resolved hit on 2026-04-29 — The consulting industry will go through the roof as consultants leverage AI to automate/improve exis✓238_010 resolved hit on 2026-04-29 — AI takeoff/inflection is happening now✓240_027 resolved hit on 2026-04-29 — SpaceX and xAI will merge and go public in the next couple of months✓AI_023 resolved hit on 2026-04-29 — Inside Uber, 90% of software engineers currently rely on AI, and executive teams rehearse high-stake✓238_009 resolved hit on 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out)✓CMQ_027 resolved hit on 2026-04-29 — The inference inflection has arrived — industry transitioning from training-dominated capex (2023-20✓AI_005 resolved hit on 2026-04-29 — Current frontier models suffer from 'jagged intelligence' — excelling at international mathematics o✓240_001 resolved hit on 2026-04-29 — NVIDIA to reach at least $1 trillion in bookings/revenue through 2027✓FUT_024 resolved hit on 2026-04-29 — XPT 2022 tournament assigned mere 2.3% probability to AI achieving gold-medal performance in Interna✓AUT_003 resolved hit on 2026-04-29 — 'Vibe coding' — the full delegation of syntactic code generation to autonomous models, with human en✓242_057 resolved hit on 2026-04-30 — Artemis 2 launches April 1, 2026 - circumlunar mission✓244_019 resolved hit on 2026-04-29 — Peter's son won't need a driver's license in 2 years✓241_004 resolved hit on 2026-04-29 — AI progress is not stoppable or controllable by any government, individual, or corporation✓229_047 resolved hit on 2026-04-29 — Figure's 3,000 B200 GPU cluster is coming online for Helix pre-training with much larger GPUs planne✓IND_021 resolved hit on 2026-04-29 — February 2026 realized forecast: AI automation capabilities necessitated severe operational restruct✓SEM_048 resolved hit on 2026-04-30 — OpenAI restructured into a $500 billion colossus by removing profit caps for investors (to support S✓SPC_008 resolved hit on 2026-04-29 — SpaceX milestone-delivery statistics: 16% on-time, 31% late, 53% undelivered overall — planetary mil✓SPC_025 resolved hit on 2026-04-29 — Critical misalignment in the AI industry: approximately 300 AI capabilities researchers for every on✓232_021 resolved hit on 2026-04-29 — No chance AI will be paused in the next three years given current administration and China competiti✓241_006 resolved hit on 2026-04-29 — Everyone is out of hardware and electricity due to AI boom✓AUT_019 resolved hit on 2026-04-29 — Weil's April 2026 exit from OpenAI VP of Science signals critical juncture — as AI transitions from ✓234_012 resolved hit on 2026-04-29 — Anthropic revenue will cross OpenAI revenue in middle of 2026✓242_015 resolved hit on 2026-04-29 — Full autonomy achieved within 2 years before Salim's son gets driver's license✓233_020 resolved hit on 2026-04-29 — Texas Sports Academy will operate at $300/month per parent using Texas billion-dollar voucher progra✓CMQ_043 resolved hit on 2026-04-29 — In complex Agentic AI workloads, CPU-side processing accounts for 50-90% of end-to-end latency — val✓246_038 resolved hit on 2026-04-29 — Data centers are driving frontier labs into space (orbital data centers).✓238_041 resolved hit on 2026-04-29 — Apple will eventually integrate highly competent private frontier models into its OS (when not if)✓247_042 resolved hit on 2026-04-29 — Professional Robotics League first US match on April 19, 2026 in Boston✓AUT_017 resolved hit on 2026-04-29 — Defining 2023-2026 shift: maturation of 'Agentic AI' via heavy fine-tuning of pre-trained LLMs using✓IND_013 resolved hit on 2026-04-29 — General intelligence requires systems capable of solving tasks across multidimensional continuous do✓AI_016 resolved hit on 2026-04-29 — The 'cost of intelligence' collapse has officially superseded traditional Moore's Law dynamics — an ✓CMQ_053 resolved hit on 2026-04-30 — Figure AI secured $675M Series B in 2024 and partnered commercially with BMW — addressing skilled-la✓AI_010 resolved hit on 2026-04-29 — The 2026 development landscape has entered the 'Slopacolypse' — AI writes the vast majority of new c✓CYB_018 resolved hit on 2026-04-29 — Figure AI valuation has eclipsed $39 billion by early 2026 — surpassing SpaceX's 2020 valuation — ba✓247_058 resolved hit on 2026-04-29 — Jury selection begins April 27, 2026 for Musk v OpenAI trial✓235_002 resolved hit on 2026-04-29 — Anthropic will exceed OpenAI in revenue this year (2026).✓245_012 resolved hit on 2026-04-29 — UAE's Biovault is a nine-figure initiative for both Colossal and the UAE✓CYB_026 resolved hit on 2026-04-29 — The initial assumption that the United States can maintain a durable long-term 'moat' based purely o✓246_047 resolved hit on 2026-04-29 — Anthropic ARR reached $30B, surpassing OpenAI's $24-25B.✓FUT_003 resolved hit on 2026-04-29 — Superforecaster consensus assigns 0.38% probability to AI-driven human extinction by 2100 vs domain-✓ROB_006 resolved hit on 2026-04-29 — 'English is the hottest new programming language' — natural language becomes the dominant programmin✓ROB_012 resolved hit on 2026-04-29 — The ultimate bottleneck for global robotics deployment is NOT software architecture but physical GPU✓INF_019 resolved hit on 2026-04-29 — A modern hyperscale AI data center can consume up to 5 million gallons of freshwater per day for eva✓INF_033 resolved hit on 2026-04-29 — Technology conglomerates have mobilized unprecedented political capital to ensure AI-friendly regula✓SEM_039 resolved hit on 2026-04-29 — Block unveiled proprietary Bitcoin mining ASIC at 709 Terahashes/second (TH/s) — leading indicator f✓SEM_042 resolved hit on 2026-04-29 — 2025 will be the definitive year that agentic systems finally hit the mainstream.✓INF_039 resolved hit on 2026-04-29 — Consumer-facing AI hardware shortages will worsen: high-Unified-Memory Apple Mac Studio lead times n✓229_013 resolved hit on 2026-04-29 — The next 12-18 months will be the largest AI transformation ever seen.✓248_040 resolved hit on 2026-04-29 — Pausing AI will fail and only accelerate race dynamics.✓248_005 resolved hit on 2026-04-29 — V3 Starlink satellites will deliver over 1 TB/s downlink and 200+ Gbps uplink each.✓ROB_016 resolved hit on 2026-04-29 — Block executed massive layoffs explicitly reframing the company as a 'smaller, faster, intelligence-✓CMQ_038 resolved hit on 2026-12-31 — Micron has initiated HVM production of HBM4 36GB module delivering 2.8 TB/s bandwidth — optimized to✓235_038 resolved hit on 2026-04-29 — David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026.✓SEM_011 resolved hit on 2026-04-30 — Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanc✓SEM_014 resolved hit on 2026-04-30 — Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil f✓237_028 resolved hit on 2026-04-29 — Abundance Summit will live-stream Eric Schmidt, Uber CEO Dara Khosrowshahi, and a WTF Moonshot podca✓238_072 resolved hit on 2026-04-29 — Small-to-large model scaling time has collapsed from 6-12 months to 6 days✓232_014 resolved hit on 2026-04-29 — Recursive self-improvement is already here, not 12 months away.✓241_052 resolved hit on 2026-04-29 — Standard AI data centers being built at 400 MW scale, half-mile long✓245_025 resolved hit on 2026-04-29 — Colossal gene editing efficiency has risen from 15% industry / 40% internal to 90% at hundreds of ed✓SPC_014 resolved hit on 2026-04-29 — Starlink constitutes 65% of all active satellites globally by 2026 — making LEO operational manageme✓248_003 resolved hit on 2026-04-29 — SpaceX plans to launch 40,000 V3 Starlink satellites and then 120,000 V4 satellites.✓SPC_031 resolved hit on 2026-04-29 — SpaceX's reusability program has driven the cost per kilogram to Low Earth Orbit from $15,600 in 200✓229_028 resolved hit on 2026-04-29 — Figure will NOT license out its neural net or hardware IP to third-party form-factor builders.✓CYB_015 resolved hit on 2026-04-29 — The human hiring process becomes progressively distorted as autonomous bot agents actively screen re✓CYB_009 resolved hit on 2026-04-29 — Hardware-software alignment will force widespread foundational-codebase rewrites — exemplified by Mi✓CYB_029 resolved hit on 2026-04-29 — Corporate API providers will increasingly restrict third-party agent harnesses (exemplified by Anthr✓SEM_029 resolved hit on 2026-04-29 — Blackwell RTX PRO 5000 (72GB) engineered with 50% memory boost over previous generation — deliberate✓INF_049 resolved hit on 2026-04-29 — Modern AI data centers are no longer server farms but "gigawatt factories"; energy — not silicon sup✓INF_065 resolved hit on 2026-04-29 — Uber has committed an initial $100 million specifically to develop EV charging infrastructure tailor✓SEM_008 resolved hit on 2026-04-29 — Training runs costing $10 billion for a single model will commence sometime in 2025.✓SEM_012 resolved hit on 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying✓SEM_027 resolved hit on 2026-04-29 — Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap ✓SPC_004 resolved hit on 2026-04-29 — Rocket Lab USA (RKLB) will leverage its dominance in the small-to-medium launch market — 2025 revenu✓SPC_006 resolved hit on 2026-04-29 — Starlink exceeded 10 million active global subscribers by February 2026, generating estimated annual✓231_002 resolved miss on 2026-04-29 — Grok 5 launches in March with massive expansion in training set, parameters, and capability.✗231_018 resolved miss on 2026-04-29 — Blitz will switch to next generation model in late March 2026.✗235_008 resolved miss on 2026-04-29 — Anthropic/OpenAI will be forced to release first-party OpenClaw competitor in next couple months.✗244_020 resolved partial on 2026-05-01 — Need for driver's licenses is going to collapse over the next few years◐239_033 resolved partial on 2026-05-21 — Optimus 3 will be by far the most advanced robot in the world◐INF_058 resolved partial on 2026-05-01 — The electrical grid topology will transition from centralized to highly decentralized: localized sol◐232_003 resolved partial on 2026-05-10 — AI will make workers 3x more productive, effectively reducing headcount by two-thirds unless compani◐236_033 resolved partial on 2026-05-17 — Pie will grow very quickly as AI does work of millions of humans in hours◐SEM_041 resolved partial on 2026-05-17 — At least 100,000 personal AI robots will be preordered in 2025 (driven by speech/vision/dexterity ad◐AI_028 resolved partial on 2026-05-01 — Decentralized offline messaging via Bluetooth Low Energy (BLE) mesh networks — exemplified by Dorsey◐238_020 resolved partial on 2026-05-01 — Math field is 'cooked' — AI will solve research-level mathematics (first open hard math problem immi◐231_031 resolved partial on 2026-05-10 — OpenAI planning $100B infrastructure spend, going public this year at $1T valuation.◐CMQ_036 resolved partial on 2026-12-31 — SK Hynix will maintain industry HBM lead, capturing >50% of NVIDIA's total HBM procurement (HBM3E + ◐246_001 resolved partial on 2026-09-30 — SpaceX will IPO at $2 trillion valuation, raising $75 billion as largest IPO in history.◐AI_021 resolved partial on 2026-05-03 — The 2026-2027 window is the 'Great Disemboweling' of white-collar employment — millions of mid-caree◐246_008 resolved partial on 2026-05-01 — Elon Musk will merge SpaceX and XAI (with Tesla) within a year (Peter's view).◐247_023 resolved partial on 2026-05-17 — AI will be able to do everything a white collar worker does imminently◐245_008 resolved partial on 2026-05-24 — More direwolves will be produced after initial Romulus and Remus◐INF_005 resolved partial on 2026-05-01 — Skilled trade labor (welders, HVAC, electricians, plumbers, heavy-equipment operators, network techn◐INF_029 resolved partial on 2026-05-03 — Enterprise AI will shift the software economy from licensing to 'outcome-based economics' — corporat◐246_005 resolved partial on 2026-05-10 — OpenAI and Anthropic IPOs will head toward $1 trillion valuations.◐INF_036 resolved partial on 2026-05-01 — AI will develop a 'kinetic' edge where capital assets (drones, autonomous vehicles, agricultural rob◐SEM_049 resolved partial on 2026-05-24 — AI will soon fully automate software engineering, achieving massive cost reductions via iterative se◐ROB_002 resolved partial on 2025-12-31 — 99% of code generation will be entirely automated by the end of 2025 — the elimination of the primar◐INF_004 resolved partial on 2026-05-17 — China has massive latent 'ghost data center' capacity — fully powered facilities sitting empty await◐SEM_033 resolved partial on 2026-05-10 — AI is gaining the capability to autonomously conduct original physics research (e.g., GPT-5.2 Pro pr◐INF_060 resolved partial on 2026-05-10 — Three new battery chemistries beyond lithium-ion will commercialize in 2026 — signaling a definitive◐SEM_002 resolved partial on 2026-05-21 — By 2025-2026, AI model outputs will outpace the cognitive capabilities of college graduates (driven ◐SEM_022 resolved partial on 2026-05-01 — FP4 / ternary-weight architectures decouple AI capability from raw transistor density — embargoed na◐SEM_021 resolved partial on 2026-05-10 — Largest AI models will see a 100x leap in size by 2026, driven largely by Chinese research efforts u◐SEM_037 resolved partial on 2026-05-17 — For any job you can do on the other side of a screen, AI will probably be able to do it better, fast◐SEM_040 resolved partial on 2026-05-03 — Bitcoin treasury/business strategy allows companies to outpace rival enterprise software firms by 10◐SEM_045 resolved partial on 2026-05-03 — Traditional corporate structures will move rapidly toward AI-native operating models by 2026 — forci◐CYB_003 resolved partial on 2026-05-17 — Localized, ungoverned multi-agent networks will spontaneously generate their own social networks, go◐INF_008 resolved partial on 2026-05-01 — Leading AI model intelligence has been improving by roughly 2.5 IQ points per month since May 2024 —◐INF_031 resolved partial on 2028-10-31 — The biggest near-term AI risk to humanity is AI companies themselves acting without proper oversight◐INF_030 resolved partial on 2026-05-01 — By 2026, generative AI will democratize analytical and operational capabilities previously exclusive◐SEM_006 resolved partial on 2025-12-31 — OpenAI will operate at a ~$9B deficit in 2025, driven almost entirely by advanced-chip acquisition a◐Jan 2026FebMarAprMayJunJulAugSepOctNovDecJan 2027FebMarAprMayJunJulAugSepOctNovDecJan 2028FebMarAprMayJunJulAugSepOctNovDecJan 2029FebMarAprMayJunJulAugSepOctNovDecJan 2030FebMarAprMayJunJulAugSepOctNovDecJan 2031FebMarAprMayJuntodaypre #6 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out)pre #5 · hit · 2026-04-29 — David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026.pre #4 · pending · 2026-06-30 — PwC ChatGPT Enterprise reseller volume scales as Big-4 AI revenue linepre #3 · pending · 2026-12-31 — Big-4 + MBB collective AI investment crosses $15B cumulativepre #2 · pending · 2027-02-14 — OpenAI consulting division pressures Big-4 advisory pricingpre #1 · pending · 2027-04-01 — Accenture AI Refinery client count crosses 5,000 enterprisescascade #1 · pending · 2027-10-01 — Big-4 advisory revenue grows >=20% YoY driven by AI transformation contractscascade #2 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.cascade #3 · pending · 2034-09-16 — Dragonfly nuclear-powered octicopter arrives at Titan in 2034.cascade #4 · pending · 2036-09-06 — Moon base will exist in 10 yearscascade #5 · pending · 2039-09-22 — True artificial general intelligence will be achieved between 2032 and 2042 — 'first we solve AI, then use AI to solve ecascade #6 · pending · 2040-07-06 — TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040pre #6 · hit · 2026-04-29 — 2025 will be the definitive year that agentic systems finally hit the mainstream.pre #5 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out)pre #4 · hit · 2026-04-29 — David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026.pre #3 · pending · 2026-10-15 — Big Four publicly disclose AI agent doing audit work (workpaper generation / variance analysis)pre #2 · pending · 2027-03-17 — Cumulative Big Four audit-tech headcount reduction >=50% from 2024 baselinepre #1 · pending · 2027-03-17 — PCAOB or SEC publishes guidance on AI-assisted audit reliancecascade #1 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.cascade #2 · pending · 2034-09-16 — Dragonfly nuclear-powered octicopter arrives at Titan in 2034.cascade #3 · pending · 2036-09-06 — Moon base will exist in 10 yearscascade #4 · pending · 2039-09-22 — True artificial general intelligence will be achieved between 2032 and 2042 — 'first we solve AI, then use AI to solve ecascade #5 · pending · 2040-07-06 — TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040pre #6 · hit · 2026-04-29 — Training runs costing $10 billion for a single model will commence sometime in 2025.pre #5 · hit · 2026-04-29 — 2025 will be the definitive year that agentic systems finally hit the mainstream.pre #4 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out)pre #3 · hit · 2026-04-29 — David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026.pre #2 · pending · 2028-04-30 — Top-quintile household services spending share rises ≥20%pre #1 · pending · 2028-05-01 — Personal-care + private-household occupations grow ≥15% vs 2024 baselinecascade #1 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.cascade #2 · pending · 2034-09-16 — Dragonfly nuclear-powered octicopter arrives at Titan in 2034.cascade #3 · pending · 2036-09-06 — Moon base will exist in 10 yearscascade #4 · pending · 2039-09-22 — True artificial general intelligence will be achieved between 2032 and 2042 — 'first we solve AI, then use AI to solve ecascade #5 · pending · 2040-07-06 — TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040pre #6 · hit · 2026-04-29 — David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026.pre #5 · pending · 2027-01-30 — Number of S&P 500 CEOs publicly citing AI as reason for own/peer departure crosses 10pre #4 · pending · 2027-03-17 — Conference Board / WEF report explicitly ranks CEO role as latest-to-automatepre #3 · pending · 2027-05-17 — Mid/junior management automation rate exceeds CEO automation rate in BLS or McKinsey studypre #2 · pending · 2027-05-17 — First public-listed company appoints AI as named co-CEO or 'AI CEO' rolepre #1 · pending · 2027-10-31 — If middle-management displacement >25% but CEO turnover normal by Q4 2027, claim hits earlycascade #1 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.cascade #2 · pending · 2034-09-16 — Dragonfly nuclear-powered octicopter arrives at Titan in 2034.cascade #3 · pending · 2036-09-06 — Moon base will exist in 10 yearscascade #4 · pending · 2039-09-22 — True artificial general intelligence will be achieved between 2032 and 2042 — 'first we solve AI, then use AI to solve ecascade #5 · pending · 2040-07-06 — TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040pre #6 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cupre #5 · hit · 2026-04-30 — Uber commits >$1B capital to robotaxi fleet purchasespre #4 · pending · 2026-06-25 — Nvidia agreed to remit 15% of China chip-sale revenue directly to US government in exchange for reversing specific AI chpre #3 · pending · 2026-12-31 — Gridwise reports ≥10% rideshare driver earnings drop in AV citiespre #2 · pending · 2027-03-17 — Uber CEO formally guides drivers as transition risk in 10K filingpre #1 · pending · 2028-01-01 — Robotaxi share crosses 8% of US ridehail marketcascade #1 · pending · 2028-04-30 — Robotaxi displacement of frontline driving jobs reaches 20% in test citiescascade #2 · pending · 2031-06-17 — First person to arrive on moon/Mars will find bed made by Optimus robots; robots not astronauts lead exploration.cascade #3 · pending · 2034-09-16 — Dragonfly nuclear-powered octicopter arrives at Titan in 2034.cascade #4 · pending · 2036-03-23 — World will have 10x more wealth around 2034-2036cascade #5 · pending · 2040-07-06 — TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040cascade #6 · pending · 2063-06-21 — Peter's 14-year-old son Milan will never get a driver's license.pre #6 · hit · 2026-04-29 — Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decpre #5 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cupre #4 · pending · 2026-06-25 — Nvidia agreed to remit 15% of China chip-sale revenue directly to US government in exchange for reversing specific AI chpre #3 · pending · 2026-12-15 — US ride-share active driver count remains stable or grows despite Waymo/Tesla expansionpre #2 · pending · 2027-05-22 — Total US vehicle-miles-traveled (VMT) sets record high after autonomous vehicle inflectionpre #1 · pending · 2027-12-16 — Long-haul trucking driver count maintained >=90% of 2025 baseline despite AV truckscascade #1 · pending · 2028-06-15 — Cascade: Rural/non-corridor delivery driver wages rise >=20% as AV concentrates in dense urbancascade #2 · pending · 2029-07-01 — Cascade: Total demand for human-driven services exceeds 2025 levels even at 50% AV market sharecascade #3 · pending · 2031-06-17 — First person to arrive on moon/Mars will find bed made by Optimus robots; robots not astronauts lead exploration.cascade #4 · pending · 2034-09-16 — Dragonfly nuclear-powered octicopter arrives at Titan in 2034.cascade #5 · pending · 2036-03-23 — World will have 10x more wealth around 2034-2036cascade #6 · pending · 2040-07-06 — TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040pre #6 · hit · 2026-04-29 — Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinnedpre #5 · hit · 2026-04-29 — Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decpre #4 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cupre #3 · pending · 2026-06-25 — Nvidia agreed to remit 15% of China chip-sale revenue directly to US government in exchange for reversing specific AI chpre #2 · pending · 2027-03-17 — BLS occupation-level automation index shows ≥40% white-collar tasks automatablepre #1 · pending · 2028-03-16 — Cumulative AI-attributable white-collar job loss crosses 1Mcascade #1 · pending · 2031-06-17 — First person to arrive on moon/Mars will find bed made by Optimus robots; robots not astronauts lead exploration.cascade #2 · pending · 2034-09-16 — Dragonfly nuclear-powered octicopter arrives at Titan in 2034.cascade #3 · pending · 2036-03-23 — World will have 10x more wealth around 2034-2036cascade #4 · pending · 2040-07-06 — TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040cascade #5 · pending · 2063-06-21 — Peter's 14-year-old son Milan will never get a driver's license.pre #6 · hit · 2026-04-29 — 2025 will be the definitive year that agentic systems finally hit the mainstream.pre #5 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out)pre #4 · hit · 2026-04-29 — David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026.pre #3 · pending · 2026-11-14 — Goldman Sachs / BLS update to AI-displacement model showing 25% of work hours automatedpre #2 · pending · 2026-12-15 — Nvidia-style productivity case study replicates — second Fortune-100 company shows revenue/headcount decouplingpre #1 · pending · 2027-01-30 — BLS Business Formation Statistics show ≥ 5x acceleration in new business applications (gates the "5x more companies" clacascade #1 · pending · 2027-09-30 — US unemployment rate remains within ±1pp of pre-AI baseline through end of target window (employment-flat check)cascade #2 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.cascade #3 · pending · 2034-09-16 — Dragonfly nuclear-powered octicopter arrives at Titan in 2034.cascade #4 · pending · 2036-09-06 — Moon base will exist in 10 yearscascade #5 · pending · 2039-09-22 — True artificial general intelligence will be achieved between 2032 and 2042 — 'first we solve AI, then use AI to solve ecascade #6 · pending · 2040-07-06 — TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040pre #6 · hit · 2026-04-30 — Goldman Sachs: AI reduces US monthly payroll by ~16K, +0.1pp unemploymentpre #5 · pending · 2026-06-25 — Nvidia agreed to remit 15% of China chip-sale revenue directly to US government in exchange for reversing specific AI chpre #4 · pending · 2026-12-30 — Uber-Nuro driverless launch in SF (driver-replacement waypoint)pre #3 · pending · 2027-08-01 — Margin pressure on management drives AI-substitution wave in entry-level white collarpre #2 · pending · 2028-04-30 — US driver workforce (taxi+rideshare+truck) declines >5% YoYpre #1 · pending · 2028-04-30 — Wage gap between AI-augmented and AI-substituted occupations widens >10ppcascade #1 · pending · 2031-06-17 — First person to arrive on moon/Mars will find bed made by Optimus robots; robots not astronauts lead exploration.cascade #2 · pending · 2034-09-16 — Dragonfly nuclear-powered octicopter arrives at Titan in 2034.cascade #3 · pending · 2036-03-23 — World will have 10x more wealth around 2034-2036cascade #4 · pending · 2040-07-06 — TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040cascade #5 · pending · 2063-06-21 — Peter's 14-year-old son Milan will never get a driver's license.pre #6 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cupre #5 · hit · 2026-04-30 — 43% of Gen Z plans entrepreneurship in 2026 (highest of any generation)pre #4 · pending · 2026-06-25 — Nvidia agreed to remit 15% of China chip-sale revenue directly to US government in exchange for reversing specific AI chpre #3 · pending · 2027-09-16 — Counter-evidence: Gen Z entry-level posting share drops below 35%pre #2 · pending · 2027-09-30 — Gen Z founder share of new startup formations crosses 30%pre #1 · pending · 2028-04-30 — Younger Gen Z wage growth outpaces older Millennial cohort 2026-2028cascade #1 · pending · 2031-06-17 — First person to arrive on moon/Mars will find bed made by Optimus robots; robots not astronauts lead exploration.cascade #2 · pending · 2034-09-16 — Dragonfly nuclear-powered octicopter arrives at Titan in 2034.cascade #3 · pending · 2036-03-23 — World will have 10x more wealth around 2034-2036cascade #4 · pending · 2040-07-06 — TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040cascade #5 · pending · 2063-06-21 — Peter's 14-year-old son Milan will never get a driver's license.pre #6 · pending · 2027-05-02 — Anthropic Economic Index update shows >25% of measurable work hours AI-touchedpre #5 · pending · 2027-05-02 — Goldman Sachs / McKinsey publishes update confirming 25% automatable-work-hours estimatepre #4 · pending · 2027-06-16 — First major sector reports >40% of work-hours mediated by AI toolspre #3 · pending · 2027-08-01 — Aggregate enterprise AI-tool seat-count exceeds 100M paid users in USpre #2 · pending · 2027-12-15 — BLS time-use survey shows measurable shift of work-hours from manual tasks to AI-supervisory taskspre #1 · pending · 2027-12-31 — If aggregate AI seat count plateaus below 50M by end-2027, 25% thesis on track to misscascade #1 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.cascade #2 · pending · 2034-09-16 — Dragonfly nuclear-powered octicopter arrives at Titan in 2034.cascade #3 · pending · 2036-09-06 — Moon base will exist in 10 yearscascade #4 · pending · 2039-09-22 — True artificial general intelligence will be achieved between 2032 and 2042 — 'first we solve AI, then use AI to solve ecascade #5 · pending · 2040-07-06 — TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040pre #6 · hit · 2026-02-28 — Klarna reverses AI layoffs, rebuilds human service capacitypre #5 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cupre #4 · hit · 2026-04-29 — Training runs costing $10 billion for a single model will commence sometime in 2025.pre #3 · hit · 2026-04-29 — 2025 will be the definitive year that agentic systems finally hit the mainstream.pre #2 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out)pre #1 · hit · 2026-04-29 — David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026.cascade #1 · pending · 2027-12-31 — Gartner predicts 50% of AI-driven layoffs reverse by 2027cascade #2 · pending · 2029-07-01 — S&P 500 firm publicly confirms running with <=25% historical headcountcascade #3 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.cascade #4 · pending · 2034-09-16 — Dragonfly nuclear-powered octicopter arrives at Titan in 2034.cascade #5 · pending · 2036-09-06 — Moon base will exist in 10 yearscascade #6 · pending · 2039-09-22 — True artificial general intelligence will be achieved between 2032 and 2042 — 'first we solve AI, then use AI to solve epre #6 · hit · 2026-04-29 — Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decpre #5 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cupre #4 · pending · 2026-06-25 — Nvidia agreed to remit 15% of China chip-sale revenue directly to US government in exchange for reversing specific AI chpre #3 · pending · 2026-09-30 — AI-driven layoffs cited in BLS Challenger report cross 100K cumulative in 2026pre #2 · pending · 2027-05-02 — Customer-service / call-center labor cost displaced >50% in at least one Fortune 500 case studypre #1 · pending · 2028-03-16 — Median knowledge-work labor cost ratio (AI:human) falls below 5%cascade #1 · pending · 2031-06-17 — First person to arrive on moon/Mars will find bed made by Optimus robots; robots not astronauts lead exploration.cascade #2 · pending · 2034-09-16 — Dragonfly nuclear-powered octicopter arrives at Titan in 2034.cascade #3 · pending · 2036-03-23 — World will have 10x more wealth around 2034-2036cascade #4 · pending · 2040-07-06 — TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040cascade #5 · pending · 2063-06-21 — Peter's 14-year-old son Milan will never get a driver's license.pre #6 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out)pre #5 · hit · 2026-04-29 — David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026.pre #4 · hit · 2026-04-30 — BCG: 'AI Will Reshape More Jobs Than It Replaces' publishedpre #3 · hit · 2026-04-30 — Goldman Sachs: AI subtracts 16K jobs/month, +0.1pp unemploymentpre #2 · pending · 2027-08-16 — Aggregate US employment grows YoY despite AI deployment in 2026-2027pre #1 · pending · 2027-09-16 — Entry-level postings fall to <35% of all job postingscascade #1 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.cascade #2 · pending · 2034-09-16 — Dragonfly nuclear-powered octicopter arrives at Titan in 2034.cascade #3 · pending · 2036-09-06 — Moon base will exist in 10 yearscascade #4 · pending · 2039-09-22 — True artificial general intelligence will be achieved between 2032 and 2042 — 'first we solve AI, then use AI to solve ecascade #5 · pending · 2040-07-06 — TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040pre #6 · pending · 2027-03-17 — Entry-level white-collar unemployment in 20-30 age cohort stops risingpre #5 · pending · 2027-06-16 — US unemployment rate stabilizes or declines despite AI rolloutpre #4 · pending · 2027-06-16 — Major reskilling-program scale-up by federal/state governments tied to AI displacementpre #3 · pending · 2027-10-30 — BLS reports first quarter where AI-related new occupations exceed displacementspre #2 · pending · 2027-12-31 — If unemployment rises above Amodei 10-20% scenario by end-2027, society-adjustment thesis failspre #1 · pending · 2028-01-30 — First peer-reviewed empirical study confirms net job creation in AI-augmented occupationscascade #1 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.cascade #2 · pending · 2034-09-16 — Dragonfly nuclear-powered octicopter arrives at Titan in 2034.cascade #3 · pending · 2036-09-06 — Moon base will exist in 10 yearscascade #4 · pending · 2039-09-22 — True artificial general intelligence will be achieved between 2032 and 2042 — 'first we solve AI, then use AI to solve ecascade #5 · pending · 2040-07-06 — TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040pre #6 · hit · 2026-04-29 — David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026.pre #5 · pending · 2027-03-01 — Federal AI-specific worker support legislation introduced with bipartisan co-sponsorshippre #4 · pending · 2027-03-17 — Federal Reserve Beige Book or FOMC statement formally cites AI labor displacement as macroeconomic concernpre #3 · pending · 2027-06-16 — G7 leaders' summit communique includes substantive AI labor-market adjustment provisionpre #2 · pending · 2027-09-16 — BLS or OECD reports AI-attributed unemployment rate above 4% in any G7 economypre #1 · pending · 2027-11-01 — Major US state passes AI-displacement-specific UI extension, retraining program, or basic income statutecascade #1 · pending · 2028-02-15 — Tier-1 social-unrest event (sustained protest, strike, or political movement) explicitly attributed to AI displacementcascade #2 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.cascade #3 · pending · 2034-09-16 — Dragonfly nuclear-powered octicopter arrives at Titan in 2034.cascade #4 · pending · 2036-09-06 — Moon base will exist in 10 yearscascade #5 · pending · 2039-09-22 — True artificial general intelligence will be achieved between 2032 and 2042 — 'first we solve AI, then use AI to solve ecascade #6 · pending · 2040-07-06 — TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040target window end · today (amber dashed) · ✓/✗/◐ history strip = past resolutions · ghost arrows = evidence shift
16 plotted across 4 branches · 5 outside x-range · click any dot for detail

Top movers

Predictions where past + recent evidence has shifted current_prob most off the analyst-seeded prior. Scoped to APLD.

Legend

Color = domain · purple ring = scenario · red ring = thesis killer · green ↑ / red ↓ ghost arrows = evidence shift > 10pp · ribbon dots = milestone chain (left = leading signals, right = cascades)
AILabor/JobsMacro/EconomyBiotech/LongevityAuto/TransportRoboticsMarkets/StocksSpaceEnergyGeopoliticsEducationCryptoSemisDefenseConsumerQuantum
Y-axis bands: 0–25 % red-tint (unlikely) · 25–75 % amber (uncertain) · 75–100 % green-tint (likely). Vertical amber dashed line = today. Each prediction sits at (its expected resolution date, its current probability). Probabilities are conditional on everything that has already happened — past hits/misses + recent intake updates feed into the LBP propagation that produced these values.