Timeline Fan

30 of 30 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. Showing only tradeable claims (≥1 ticker exposure). Pick a fork to split into mutually-exclusive futures.

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0255075100history230_014 resolved hit on 2026-04-29 — The consulting industry will go through the roof as consultants leverage AI to automate/improve exis238_010 resolved hit on 2026-04-29 — AI takeoff/inflection is happening now240_027 resolved hit on 2026-04-29 — SpaceX and xAI will merge and go public in the next couple of monthsAI_023 resolved hit on 2026-04-29 — Inside Uber, 90% of software engineers currently rely on AI, and executive teams rehearse high-stake238_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 (2023-20AI_005 resolved hit on 2026-04-29 — Current frontier models suffer from 'jagged intelligence' — excelling at international mathematics o240_001 resolved hit on 2026-04-29 — NVIDIA to reach at least $1 trillion in bookings/revenue through 2027FUT_024 resolved hit on 2026-04-29 — XPT 2022 tournament assigned mere 2.3% probability to AI achieving gold-medal performance in InternaAUT_003 resolved hit on 2026-04-29 — 'Vibe coding' — the full delegation of syntactic code generation to autonomous models, with human en242_057 resolved hit on 2026-04-30 — Artemis 2 launches April 1, 2026 - circumlunar mission244_019 resolved hit on 2026-04-29 — Peter's son won't need a driver's license in 2 years241_004 resolved hit on 2026-04-29 — AI progress is not stoppable or controllable by any government, individual, or corporation229_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 planneIND_021 resolved hit on 2026-04-29 — February 2026 realized forecast: AI automation capabilities necessitated severe operational restructSEM_048 resolved hit on 2026-04-30 — OpenAI restructured into a $500 billion colossus by removing profit caps for investors (to support SSPC_008 resolved hit on 2026-04-29 — SpaceX milestone-delivery statistics: 16% on-time, 31% late, 53% undelivered overall — planetary milSPC_025 resolved hit on 2026-04-29 — Critical misalignment in the AI industry: approximately 300 AI capabilities researchers for every on232_021 resolved hit on 2026-04-29 — No chance AI will be paused in the next three years given current administration and China competiti241_006 resolved hit on 2026-04-29 — Everyone is out of hardware and electricity due to AI boomAUT_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 2026242_015 resolved hit on 2026-04-29 — Full autonomy achieved within 2 years before Salim's son gets driver's license233_020 resolved hit on 2026-04-29 — Texas Sports Academy will operate at $300/month per parent using Texas billion-dollar voucher prograCMQ_043 resolved hit on 2026-04-29 — In complex Agentic AI workloads, CPU-side processing accounts for 50-90% of end-to-end latency — val246_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 BostonAUT_017 resolved hit on 2026-04-29 — Defining 2023-2026 shift: maturation of 'Agentic AI' via heavy fine-tuning of pre-trained LLMs usingIND_013 resolved hit on 2026-04-29 — General intelligence requires systems capable of solving tasks across multidimensional continuous doAI_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-laAI_010 resolved hit on 2026-04-29 — The 2026 development landscape has entered the 'Slopacolypse' — AI writes the vast majority of new cCYB_018 resolved hit on 2026-04-29 — Figure AI valuation has eclipsed $39 billion by early 2026 — surpassing SpaceX's 2020 valuation — ba247_058 resolved hit on 2026-04-29 — Jury selection begins April 27, 2026 for Musk v OpenAI trial235_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 UAECYB_026 resolved hit on 2026-04-29 — The initial assumption that the United States can maintain a durable long-term 'moat' based purely o246_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 programminROB_012 resolved hit on 2026-04-29 — The ultimate bottleneck for global robotics deployment is NOT software architecture but physical GPUINF_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 evaINF_033 resolved hit on 2026-04-29 — Technology conglomerates have mobilized unprecedented political capital to ensure AI-friendly regulaSEM_039 resolved hit on 2026-04-29 — Block unveiled proprietary Bitcoin mining ASIC at 709 Terahashes/second (TH/s) — leading indicator fSEM_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 n229_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 to235_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 advancSEM_014 resolved hit on 2026-04-30 — Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil f237_028 resolved hit on 2026-04-29 — Abundance Summit will live-stream Eric Schmidt, Uber CEO Dara Khosrowshahi, and a WTF Moonshot podca238_072 resolved hit on 2026-04-29 — Small-to-large model scaling time has collapsed from 6-12 months to 6 days232_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 long245_025 resolved hit on 2026-04-29 — Colossal gene editing efficiency has risen from 15% industry / 40% internal to 90% at hundreds of edSPC_014 resolved hit on 2026-04-29 — Starlink constitutes 65% of all active satellites globally by 2026 — making LEO operational manageme248_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 200229_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 reCYB_009 resolved hit on 2026-04-29 — Hardware-software alignment will force widespread foundational-codebase rewrites — exemplified by MiCYB_029 resolved hit on 2026-04-29 — Corporate API providers will increasingly restrict third-party agent harnesses (exemplified by AnthrSEM_029 resolved hit on 2026-04-29 — Blackwell RTX PRO 5000 (72GB) engineered with 50% memory boost over previous generation — deliberateINF_049 resolved hit on 2026-04-29 — Modern AI data centers are no longer server farms but "gigawatt factories"; energy — not silicon supINF_065 resolved hit on 2026-04-29 — Uber has committed an initial $100 million specifically to develop EV charging infrastructure tailorSEM_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 deployingSEM_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 revenuSPC_006 resolved hit on 2026-04-29 — Starlink exceeded 10 million active global subscribers by February 2026, generating estimated annual231_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 years239_033 resolved partial on 2026-05-21 — Optimus 3 will be by far the most advanced robot in the worldINF_058 resolved partial on 2026-05-01 — The electrical grid topology will transition from centralized to highly decentralized: localized sol232_003 resolved partial on 2026-05-10 — AI will make workers 3x more productive, effectively reducing headcount by two-thirds unless compani236_033 resolved partial on 2026-05-17 — Pie will grow very quickly as AI does work of millions of humans in hoursSEM_041 resolved partial on 2026-05-17 — At least 100,000 personal AI robots will be preordered in 2025 (driven by speech/vision/dexterity adAI_028 resolved partial on 2026-05-01 — Decentralized offline messaging via Bluetooth Low Energy (BLE) mesh networks — exemplified by Dorsey238_020 resolved partial on 2026-05-01 — Math field is 'cooked' — AI will solve research-level mathematics (first open hard math problem immi231_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-caree246_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 imminently245_008 resolved partial on 2026-05-24 — More direwolves will be produced after initial Romulus and RemusINF_005 resolved partial on 2026-05-01 — Skilled trade labor (welders, HVAC, electricians, plumbers, heavy-equipment operators, network technINF_029 resolved partial on 2026-05-03 — Enterprise AI will shift the software economy from licensing to 'outcome-based economics' — corporat246_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 robSEM_049 resolved partial on 2026-05-24 — AI will soon fully automate software engineering, achieving massive cost reductions via iterative seROB_002 resolved partial on 2025-12-31 — 99% of code generation will be entirely automated by the end of 2025 — the elimination of the primarINF_004 resolved partial on 2026-05-17 — China has massive latent 'ghost data center' capacity — fully powered facilities sitting empty awaitSEM_033 resolved partial on 2026-05-10 — AI is gaining the capability to autonomously conduct original physics research (e.g., GPT-5.2 Pro prINF_060 resolved partial on 2026-05-10 — Three new battery chemistries beyond lithium-ion will commercialize in 2026 — signaling a definitiveSEM_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 naSEM_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 uSEM_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, fastSEM_040 resolved partial on 2026-05-03 — Bitcoin treasury/business strategy allows companies to outpace rival enterprise software firms by 10SEM_045 resolved partial on 2026-05-03 — Traditional corporate structures will move rapidly toward AI-native operating models by 2026 — forciCYB_003 resolved partial on 2026-05-17 — Localized, ungoverned multi-agent networks will spontaneously generate their own social networks, goINF_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 oversightINF_030 resolved partial on 2026-05-01 — By 2026, generative AI will democratize analytical and operational capabilities previously exclusiveSEM_006 resolved partial on 2025-12-31 — OpenAI will operate at a ~$9B deficit in 2025, driven almost entirely by advanced-chip acquisition aJan 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 · pending · 2026-12-31 — Tier-1 tech company publicly mandates 'AI-augmented productivity expectations' i.e. higher outputpre #4 · pending · 2027-03-31 — BLS productivity report shows hours-per-worker holding flat or rising despite AI adoptionpre #3 · pending · 2027-06-30 — ADP/large-employer survey shows AI-augmented roles working longer hours than peerspre #2 · pending · 2027-10-30 — 996/997 schedule normalization in US tech firms reportedpre #1 · pending · 2028-03-31 — OECD or IMF working paper documents AI-driven hours expansion (vs reduction)cascade #1 · pending · 2030-04-18 — Dario Amodei will solve most/all neurological diseases by end of decadecascade #2 · pending · 2030-10-10 — Europa Clipper will arrive at Jupiter in 2030, conducting 50 passes near Europa.cascade #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 · 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 — 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 · 2028-01-30 — Average net productivity increase from AI remains <15% in 2027 enterprise surveys (vs hyped 30-50%)pre #1 · pending · 2028-03-31 — Fortune 500 mass-layoff wave attributable to AI displacement does NOT materialize at >5% headcount level by 2028cascade #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 · 2027-08-01 — AI tool penetration: >=30% of working-age adults using generative AI weekly for production workpre #4 · pending · 2027-09-15 — Inequality measure: Top 1% of creators capture >=80% of creator economy incomepre #3 · pending · 2027-10-01 — Creator economy headcount crosses 100M globally (vs ~50M in 2024)pre #2 · pending · 2027-10-01 — UBI/non-work-income recipients in US >=10M people (vs <500K in 2025)pre #1 · pending · 2027-12-15 — Time-use survey shows screen/passive-consumption hours per capita rises >=15% vs 2025cascade #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 — 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 · partial · 2026-04-30 — Big 4 / MBB explicitly announce AI-driven entry-level hiring freeze or restructurepre #3 · pending · 2027-03-17 — Entry-level white-collar postings drop >25% YoY on LinkedIn / Indeedpre #2 · pending · 2027-03-17 — AI-fluency requirement appears in >50% of entry-level postingspre #1 · pending · 2027-11-01 — UBI / Public Wealth Fund / 4-day workweek policy proposals enter major-party platformscascade #1 · pending · 2028-01-01 — BLS / OECD entry-level unemployment rate rises >2% above experienced-worker ratecascade #2 · pending · 2030-04-18 — Dario Amodei will solve most/all neurological diseases by end of decadecascade #3 · pending · 2030-10-10 — Europa Clipper will arrive at Jupiter in 2030, conducting 50 passes near Europa.cascade #4 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.cascade #5 · pending · 2034-09-16 — Dragonfly nuclear-powered octicopter arrives at Titan in 2034.cascade #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 — 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 · 2027-01-30 — Fortune 500 AI-reskilling adoption rate reaches 60%+ of major companiespre #1 · pending · 2027-03-17 — Skill-intelligence platforms replace traditional LMS at scalecascade #1 · pending · 2027-08-01 — K-12 / university curricula formally pivot to AI-native skillscascade #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 — 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 · 2026-04-01 — Executives report 40% of workforce needs reskilling within 3 yearspre #3 · pending · 2026-12-15 — Cisco-style industry consensus: >=90% of tech roles require AI reskillingpre #2 · pending · 2026-12-31 — IBM commits to skill 2M people in AI by end of 2026pre #1 · pending · 2027-10-01 — Federal/state workforce reskilling program reaches >=1M enrolleescascade #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 — 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 #4 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cupre #3 · hit · 2026-04-29 — Training runs costing $10 billion for a single model will commence sometime in 2025.pre #2 · hit · 2026-04-29 — 2025 will be the definitive year that agentic systems finally hit the mainstream.pre #1 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out)cascade #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 · 2026-04-29 — Training runs costing $10 billion for a single model will commence sometime in 2025.pre #4 · hit · 2026-04-29 — 2025 will be the definitive year that agentic systems finally hit the mainstream.pre #3 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out)pre #2 · hit · 2026-04-30 — OpenAI acquires OpenClaw (open-source local frontier model)pre #1 · pending · 2026-12-15 — Fortune 500 enterprise discloses >=10,000 net job reductions tied to OpenClaw / agent rolloutcascade #1 · pending · 2027-07-02 — S&P 500 aggregate productivity +10% YoY attributed to agentic AI deploymentcascade #2 · pending · 2028-06-25 — We're exiting the industrial age permanently as recursive self-improvement unfolds.cascade #3 · pending · 2028-09-07 — By 2028, AI systems will reach 'independent researcher' level — driving autonomous scientific discoveries without human cascade #4 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.cascade #5 · pending · 2033-08-10 — ASI will arrive within 2 years to 5 years to this next decadecascade #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 #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 · 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 · 2026-12-15 — BLS software developer employment ticks down YoY for first timepre #5 · pending · 2026-12-15 — Traditional software-engineering job postings decline >20% YoYpre #4 · pending · 2026-12-31 — Junior software engineering hiring collapses at FAANG-tier firmspre #3 · pending · 2027-03-17 — Junior/entry-level developer hiring contracts 30%+ at FAANG-tierpre #2 · pending · 2027-06-30 — Anthropic/OpenAI claim agentic systems handle full BU-scale workloadspre #1 · pending · 2028-01-01 — AI agents autonomously ship merged PRs at scale (>10K/day) at a Fortune-500cascade #1 · pending · 2028-12-31 — Programmer headcount roughly flat through 2028 — Mostaque prediction MISScascade #2 · pending · 2030-04-18 — Dario Amodei will solve most/all neurological diseases by end of decadecascade #3 · pending · 2030-10-10 — Europa Clipper will arrive at Jupiter in 2030, conducting 50 passes near Europa.cascade #4 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.cascade #5 · pending · 2034-09-16 — Dragonfly nuclear-powered octicopter arrives at Titan in 2034.cascade #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 · 2026-02-23 — Khosrowshahi publicly states executives are 'lying' about AI displacementpre #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 · 2026-04-30 — Uber discloses 30% AI power-user engineer basecascade #1 · pending · 2026-11-05 — Uber Q3 2026 earnings show employee count changecascade #2 · pending · 2027-02-28 — Uber 2026 annual report published with workforce disclosurecascade #3 · pending · 2027-06-26 — Math is cooked (will be solved), physics cooked, biology char broiled.cascade #4 · pending · 2027-07-02 — Sectoral cascade — gig economy peers cite 25%+ AI workforce reductioncascade #5 · pending · 2028-06-25 — We're exiting the industrial age permanently as recursive self-improvement unfolds.cascade #6 · pending · 2028-09-07 — By 2028, AI systems will reach 'independent researcher' level — driving autonomous scientific discoveries without human 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 #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 · 2027-01-30 — Salesforce, ServiceNow, or comparable platform vendor reports its agent platform replacing >=20% of customer support FTEcascade #2 · pending · 2027-03-17 — OpenExO or major consultancy publishes case study of company achieving 50%+ headcount reduction via AI agents while sustcascade #3 · pending · 2027-08-01 — Salim Ismail or OpenExO publishes data showing average ExO-transformed company runs at 25% of pre-transformation headcoucascade #4 · pending · 2027-12-31 — S&P 500 index aggregate revenue per employee rises >25% YoYcascade #5 · pending · 2029-03-16 — Cascade: Total US payroll employment declines >=2% YoY in any rolling 12-month window post-2027cascade #6 · pending · 2029-12-31 — Cascade: Number of US firms with >$10M revenue and <50 employees grows 5x by 2030pre #6 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cupre #5 · hit · 2026-04-29 — Training runs costing $10 billion for a single model will commence sometime in 2025.pre #4 · hit · 2026-04-29 — 2025 will be the definitive year that agentic systems finally hit the mainstream.pre #3 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out)pre #2 · hit · 2026-04-29 — David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026.pre #1 · hit · 2025-08-28 — Software development job postings down 70%+ from 2022 peakcascade #1 · pending · 2026-09-14 — Medical school residency match data shows AI-driven specialty shiftcascade #2 · pending · 2026-09-15 — Law school applicant counts and entry-level associate hiring declinecascade #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 · 2026-02-28 — Tech-firm pre-emptive layoffs cluster in Q1-Q2 2026 (>=5 firms with AI cause cited)pre #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 · 2026-08-16 — >=5 additional states introduce AI-displacement notice bills in 2026 sessionscascade #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 · 2026-04-01 — Senior AI engineer base comp tops $300K at FAANG/frontier labspre #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 · 2026-07-02 — Bifurcated tech labor market: generalist SWE comp stagnatescascade #2 · pending · 2026-07-02 — Top frontier labs offer ≥$1M total comp packages for senior research engineerscascade #3 · pending · 2026-12-15 — Top 1% engineer productivity (LOC/PR throughput) doubles YoYcascade #4 · pending · 2027-05-02 — Cascade: senior tech lead labor share ≥10pp higher in AI-leveraged firmscascade #5 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.cascade #6 · pending · 2034-09-16 — Dragonfly nuclear-powered octicopter arrives at Titan in 2034.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 · 2026-04-29 — Training runs costing $10 billion for a single model will commence sometime in 2025.pre #4 · hit · 2026-04-29 — 2025 will be the definitive year that agentic systems finally hit the mainstream.pre #3 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out)pre #2 · pending · 2026-06-01 — GitHub Copilot transitions to usage-based billing (token-based)pre #1 · pending · 2026-07-02 — Top 3 AI coding tools control 70%+ developer market sharecascade #1 · pending · 2026-12-31 — Manual code remains majority practice at end of 2026 — Diamandis falsifiedcascade #2 · pending · 2027-01-30 — Manual code authoring drops below 30% of new commits at hyperscalerscascade #3 · pending · 2027-06-26 — Math is cooked (will be solved), physics cooked, biology char broiled.cascade #4 · pending · 2028-06-25 — We're exiting the industrial age permanently as recursive self-improvement unfolds.cascade #5 · pending · 2028-09-07 — By 2028, AI systems will reach 'independent researcher' level — driving autonomous scientific discoveries without human cascade #6 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.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 — 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 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 · 2026-04-29 — Training runs costing $10 billion for a single model will commence sometime in 2025.pre #4 · hit · 2026-04-29 — 2025 will be the definitive year that agentic systems finally hit the mainstream.pre #3 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out)pre #2 · hit · 2026-04-29 — David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026.pre #1 · hit · 2026-04-30 — Khosrowshahi or peer CEO concedes AI replaces majority of jobs (10y horizon)cascade #1 · pending · 2026-09-15 — Uber driver count grows YoY despite robotaxi/AV pilotscascade #2 · pending · 2026-10-15 — Uber per-employee revenue grows >=20% YoYcascade #3 · pending · 2026-12-15 — Uber announces dedicated AI-augmented support roles (vs eliminating)cascade #4 · pending · 2027-02-28 — Uber 2026 headcount remains within +/-10% of 2025 baselinecascade #5 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.cascade #6 · pending · 2034-09-16 — Dragonfly nuclear-powered octicopter arrives at Titan in 2034.pre #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 · 2027-12-31 — US new business formation (Census BFS) sustains >5M filings/year (4-5x baseline)pre #1 · pending · 2028-01-01 — Ratio of AI-native unicorns to traditional unicorns flips ≥4:1 in single yearcascade #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 — 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 · 2027-12-15 — ILO or IMF cross-region report shows African unemployment delta from AI <1pp (vs OECD 2-5pp) over 2026-2027pre #2 · pending · 2027-12-15 — Reverse-migration narrative emerges: African diaspora professionals returning home as Western AI-displacement worsenspre #1 · pending · 2028-03-31 — African economies grow GDP per capita above OECD median in 2027 (relative outperformance during AI transition)cascade #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 2040target window end · today (amber dashed) · ✓/✗/◐ history strip = past resolutions · ghost arrows = evidence shift
29 plotted · 1 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 ARM.

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.