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120 of 120 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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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)
0255075100history230_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_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 2028FebMarAprMayJuntodaypre #6 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out)pre #5 · partial · 2026-04-30 — Figure 03 ships with persistent memory feature accessible to home userspre #4 · pending · 2026-11-14 — Voice-agent persistent-memory consumer norm reaches inflection (cascade enabler)pre #3 · pending · 2027-03-17 — Brookfield home pilot publishes end-to-end demonstration: arrival, multi-day task, family interactionpre #2 · pending · 2027-06-16 — Hark (Adcock's new AI venture) ships personality/memory layer integrated with Figure robotspre #1 · pending · 2027-10-01 — Children-safe interaction mode demonstrated publiclycascade #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 · 2026-01-30 — Amodei refines prediction to 70-80% probabilitypre #5 · hit · 2026-04-15 — Medvi documented at $401M revenue with 2-person teampre #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 · 2026-06-16 — First publicly named AI-CEO billion-dollar company with human-puppet structurecascade #2 · pending · 2026-07-02 — Multiple solopreneurs cross $100M ARR with team <5cascade #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 · 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 · pending · 2026-06-30 — Colorado AI Act takes effect (first comprehensive US state AI law)pre #3 · pending · 2026-08-02 — EU AI Act fully applicable; Commission GPAI fines authority kicks in (up to €15M / 3%)pre #2 · pending · 2027-01-01 — California ADM (automated decision-making) requirements take effect for businessespre #1 · pending · 2027-08-02 — Pre-existing GPAI models (placed before Aug 2025) must be fully AI Act compliantcascade #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 — Anthropic revenue will cross OpenAI revenue in middle of 2026pre #4 · hit · 2026-04-29 — Anthropic will exceed OpenAI in revenue this year (2026).pre #3 · hit · 2026-04-29 — 2025 will be the definitive year that agentic systems finally hit the mainstream.pre #2 · overdue · 2026-04-30 — McKinsey runs 20K AI agents alongside 40K humans (1:2 ratio)pre #1 · pending · 2026-12-15 — First publicly named >50%-AI-employee company emerges with valuation >$100Mcascade #1 · pending · 2027-10-01 — Pure-AI company (zero human operational employees) emerges and operates >6 monthscascade #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 · 2028-10-31 — Cascade: SEC / state regulator issues guidance on AI-only entity legal statuscascade #5 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.cascade #6 · pending · 2033-08-10 — ASI will arrive within 2 years to 5 years to this next decadepre #6 · hit · 2026-04-29 — Anthropic revenue will cross OpenAI revenue in middle of 2026pre #5 · hit · 2026-04-29 — Anthropic will exceed OpenAI in revenue this year (2026).pre #4 · hit · 2026-04-29 — 2025 will be the definitive year that agentic systems finally hit the mainstream.pre #3 · pending · 2026-12-15 — Frontier AI demonstrates measurable scientific research contribution in physics or chemistrypre #2 · pending · 2027-03-17 — Frontier model scores >=85% on graduate-level physics and chemistry benchmarks (GPQA Diamond)pre #1 · pending · 2027-05-02 — Wavefront spreads to biology / biomedical: AI co-authors notable drug-discovery or protein-design resultcascade #1 · pending · 2027-09-15 — By 2027 mid-year, frontier AI surpasses human expert performance on majority of STEM olympiad-level domainscascade #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 #6 · hit · 2026-04-29 — Anthropic will exceed OpenAI in revenue this year (2026).pre #5 · hit · 2026-04-29 — 2025 will be the definitive year that agentic systems finally hit the mainstream.pre #4 · pending · 2026-11-14 — DeepSeek-class open or low-cost frontier reasoning at sub-$2 per million tokenspre #3 · pending · 2026-12-15 — Frontier reasoning model API price drops below $5 per million output tokenspre #2 · pending · 2026-12-15 — Flagship frontier model (Opus / GPT-5.5 Pro / Ultra-class) holds price floor near $30+ per 1M outputpre #1 · pending · 2027-05-02 — Average industry cost-per-reasoning-task falls >=80% from 2025 baselinecascade #1 · pending · 2028-06-25 — We're exiting the industrial age permanently as recursive self-improvement unfolds.cascade #2 · pending · 2028-09-07 — By 2028, AI systems will reach 'independent researcher' level — driving autonomous scientific discoveries without human cascade #3 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.cascade #4 · pending · 2033-08-10 — ASI will arrive within 2 years to 5 years to this next decadecascade #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 · overdue · 2026-04-30 — Physics-based AI simulations operational at military-grade fidelity (WarMatrix)pre #2 · pending · 2027-01-15 — AI co-author on peer-reviewed physics paper resolving prior open problempre #1 · pending · 2027-03-02 — World-model AI demonstrates novel physical-system prediction at SOTAcascade #1 · pending · 2028-06-25 — We're exiting the industrial age permanently as recursive self-improvement unfolds.cascade #2 · pending · 2028-09-07 — By 2028, AI systems will reach 'independent researcher' level — driving autonomous scientific discoveries without human cascade #3 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.cascade #4 · pending · 2033-08-10 — ASI will arrive within 2 years to 5 years to this next decadecascade #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 · pending · 2026-06-18 — The current Figure facility will top out around 50,000 units per year at full capacity.pre #5 · pending · 2026-06-28 — Figure's entire 2026 roadmap will be built around Helix 2, extending from logistics to full-body long-horizon control.pre #4 · pending · 2026-07-18 — By summer 2026, Figure will have almost none of its supply chain in China.pre #3 · pending · 2027-01-30 — AI demonstrates novel physics derivation in peer-reviewed venuepre #2 · pending · 2027-03-17 — AI system formally verifies a Fields-Medal-class open math conjecturepre #1 · pending · 2027-05-02 — AI-driven biology lab autonomously completes wet-lab discovery cyclecascade #1 · pending · 2028-06-25 — We're exiting the industrial age permanently as recursive self-improvement unfolds.cascade #2 · pending · 2028-09-07 — By 2028, AI systems will reach 'independent researcher' level — driving autonomous scientific discoveries without human cascade #3 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.cascade #4 · pending · 2033-08-10 — ASI will arrive within 2 years to 5 years to this next decadecascade #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 — 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 · 2025-07-19 — Frontier model achieves IMO gold-medal level on official problemspre #3 · pending · 2026-09-30 — Anthropic / OpenAI / DeepMind publish dedicated 'AI for physics' research programpre #2 · pending · 2026-11-15 — AI co-author on physics result honored by major prize / Nature coverpre #1 · pending · 2027-08-01 — Open problem in theoretical physics resolved by AI (yes-or-no benchmark)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 — Anthropic revenue will cross OpenAI revenue in middle of 2026pre #5 · hit · 2026-04-29 — Anthropic will exceed OpenAI in revenue this year (2026).pre #4 · hit · 2026-04-29 — 2025 will be the definitive year that agentic systems finally hit the mainstream.pre #3 · hit · 2026-03-01 — Real-time interactive deepfakes participate in live video conferencespre #2 · pending · 2027-03-17 — Major banks or financial institutions deprecate voice biometric authenticationpre #1 · pending · 2027-03-17 — Cumulative deepfake fraud losses exceed $5 billion globallycascade #1 · pending · 2027-07-02 — Regulatory mandate against pure video/voice-only KYC for high-risk transactionscascade #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 #6 · hit · 2026-04-29 — Anthropic will exceed OpenAI in revenue this year (2026).pre #5 · hit · 2026-04-29 — 2025 will be the definitive year that agentic systems finally hit the mainstream.pre #4 · hit · 2025-02-03 — Hyperscaler announces voluntary capability moratorium or red-linepre #3 · pending · 2026-11-14 — Open-source startup releases capability hyperscaler refused to shippre #2 · pending · 2027-02-14 — Chinese / non-US lab releases model with capability US labs withheldpre #1 · pending · 2027-03-17 — Federal/state enforcement action against startup for unsafe AI deploymentcascade #1 · pending · 2028-06-25 — We're exiting the industrial age permanently as recursive self-improvement unfolds.cascade #2 · pending · 2028-09-07 — By 2028, AI systems will reach 'independent researcher' level — driving autonomous scientific discoveries without human cascade #3 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.cascade #4 · pending · 2033-08-10 — ASI will arrive within 2 years to 5 years to this next decadecascade #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 — Anthropic revenue will cross OpenAI revenue in middle of 2026pre #4 · hit · 2026-04-29 — Anthropic will exceed OpenAI in revenue this year (2026).pre #3 · hit · 2026-04-29 — 2025 will be the definitive year that agentic systems finally hit the mainstream.pre #2 · pending · 2026-12-15 — Voice AI VC investment exceeds $5B annual run-ratepre #1 · pending · 2027-01-30 — 30%+ of weekly AI users primarily use voice as input modalitycascade #1 · pending · 2028-06-25 — We're exiting the industrial age permanently as recursive self-improvement unfolds.cascade #2 · pending · 2028-09-07 — By 2028, AI systems will reach 'independent researcher' level — driving autonomous scientific discoveries without human cascade #3 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.cascade #4 · pending · 2033-08-10 — ASI will arrive within 2 years to 5 years to this next decadecascade #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 · 2026-03-31 — Karpathy AutoResearch demonstrates RSI in production trainingpre #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 · 2026-04-26 — ICLR 2026 RSI workshop convenes (first-of-kind)cascade #1 · pending · 2026-09-15 — Frontier labs grow agent workforces from thousands to >=100Kcascade #2 · pending · 2026-09-15 — First public benchmark showing AI-self-improvement >=2x baseline gaincascade #3 · pending · 2027-02-14 — Major economy declares AI productivity inflection in 2026 GDP/productivity statscascade #4 · pending · 2027-06-26 — Math is cooked (will be solved), physics cooked, biology char broiled.cascade #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 · 2025-08-11 — Sovereign AI compute treated as critical infrastructure (national security framing)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 — Anthropic revenue will cross OpenAI revenue in middle of 2026pre #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 · 2027-03-17 — First academic discipline declares ML/AI research output dominant over human authorshipcascade #2 · pending · 2027-06-26 — Math is cooked (will be solved), physics cooked, biology char broiled.cascade #3 · pending · 2028-06-25 — We're exiting the industrial age permanently as recursive self-improvement unfolds.cascade #4 · pending · 2028-09-07 — By 2028, AI systems will reach 'independent researcher' level — driving autonomous scientific discoveries without human cascade #5 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.cascade #6 · pending · 2033-08-10 — ASI will arrive within 2 years to 5 years to this next decadepre #6 · hit · 2026-04-29 — 2025 will be the definitive year that agentic systems finally hit the mainstream.pre #5 · hit · 2026-04-05 — Apple model remains primarily walled-garden, not open-weightspre #4 · pending · 2026-12-15 — Apple announces formal open-weights or open-licensing strategy for a foundation modelpre #3 · pending · 2026-12-15 — Apple ships server-side foundation model API to developers (Private Cloud Compute)pre #2 · pending · 2027-05-02 — Apple iPhone hardware sales beneficiary of on-device AI: services + hardware revenue inflectionpre #1 · pending · 2027-05-02 — Open foundation model strategy adopted at competitor (Samsung/Google/Microsoft) hardware tiercascade #1 · pending · 2028-06-25 — We're exiting the industrial age permanently as recursive self-improvement unfolds.cascade #2 · pending · 2028-09-07 — By 2028, AI systems will reach 'independent researcher' level — driving autonomous scientific discoveries without human cascade #3 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.cascade #4 · pending · 2033-08-10 — ASI will arrive within 2 years to 5 years to this next decadecascade #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 — Anthropic will exceed OpenAI in revenue this year (2026).pre #5 · hit · 2026-04-29 — 2025 will be the definitive year that agentic systems finally hit the mainstream.pre #4 · pending · 2026-07-02 — Liemandt launches Timeback / EdTech licensing platform for AI-native schoolspre #3 · pending · 2026-12-15 — Public demo: AI tutor brings non-reading 4-year-old to fluent reading in <=6 monthspre #2 · pending · 2027-03-17 — Trilogy / Liemandt deprecates human reading specialists for pre-K cohortpre #1 · pending · 2027-07-02 — Independent K-12 study validates AI-bootstrapped reading for ages 4-5cascade #1 · pending · 2028-05-01 — Cascade: state-level pilot adopts AI-tutor reading curriculum for pre-Kcascade #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 #6 · hit · 2026-04-29 — 2025 will be the definitive year that agentic systems finally hit the mainstream.pre #5 · pending · 2026-11-29 — First open-source globally distributed RL training run of >=100B parameter model completes successfullypre #4 · pending · 2027-03-01 — Non-US sovereign nation announces national AI training compute initiative (>=10K H100-equivalent GPUs) outside Five Eyespre #3 · pending · 2027-03-01 — Major geopolitical commentator or government white paper explicitly frames training-vs-inference centralization as a strpre #2 · pending · 2027-06-16 — Open-source model trained on heterogeneous federated GPU pool reaches GPT-4-class performance on standardized evalpre #1 · pending · 2027-11-01 — First retrospective op-ed by major AI policy figure asks 'why was training so centralized'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 · 2026-04-17 — Kevin Weil departs OpenAI — original 100-Nobels champion exits, OpenAI for Science decentralizedpre #5 · pending · 2026-10-20 — Q1 window check-in (25%)pre #4 · pending · 2026-12-15 — OpenAI for Science 'Prism' general availability or successor product launchpre #3 · pending · 2027-04-12 — Q2 window check-in (50%)pre #2 · pending · 2027-06-16 — First peer-reviewed Nobel-class result published with explicit AI co-attributionpre #1 · pending · 2027-10-03 — Q3 window check-in (75%)cascade #1 · pending · 2028-06-30 — Nobel ceremony explicitly cites AI partnership in award rationalepre #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 · overdue · 2026-04-29 — OSWorld leader exceeds human baseline by 10pppre #1 · pending · 2026-07-01 — Multimodal vision/humor capability matches human-grader pass ratecascade #1 · pending · 2026-09-15 — Major rent-a-human platform deprecates humor/visual scoring taskscascade #2 · pending · 2027-01-30 — Cascade: Human-as-graders gig economy contracts >30% YoYcascade #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 · 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 — Anthropic revenue will cross OpenAI revenue in middle of 2026pre #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 · 2026-04-11 — Anthropic Opus 4.6+ discloses 500+ zero-days in OSS librariescascade #1 · pending · 2026-06-30 — OSSF/CNCF publishes formal AI-SLOP best practices for OSS maintainerscascade #2 · pending · 2026-12-15 — Open source vulnerabilities exceed 1,000 per codebase averagecascade #3 · pending · 2027-03-17 — Major OSS project (Linux kernel/OpenSSL/Python) declares maintainer crisiscascade #4 · pending · 2027-06-26 — Math is cooked (will be solved), physics cooked, biology char broiled.cascade #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 · 2026-04-30 — OpenAI / Anthropic / Google headline frontier-model token prices fall 60-80% YoYpre #3 · pending · 2026-12-15 — Same-capability constant-quality token cost falls >=10x in a single yearpre #2 · pending · 2026-12-15 — Hyperscaler GPU rental prices (H100/H200/B200) fall >=50% YoYpre #1 · pending · 2027-01-30 — GPT-4-class capability available on a sub-$0.10/MTok input modelcascade #1 · pending · 2027-08-16 — Cumulative 2-year (2025->2027) constant-capability cost reduction reaches 1,600x (40x squared)cascade #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 #6 · hit · 2026-04-29 — Anthropic revenue will cross OpenAI revenue in middle of 2026pre #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 · 2026-03-24 — Apple WWDC 2026 keynote scheduled and confirmedpre #2 · pending · 2026-06-10 — WWDC 2026 keynote demos AI-powered Siri or 'Apple Intelligence v2' powered by Geminipre #1 · pending · 2026-06-11 — iOS 27 developer beta with new Siri / Gemini features ships at WWDCcascade #1 · pending · 2026-10-01 — Cascade: Public Siri/Gemini release ships in iOS 27 GA in September 2026cascade #2 · pending · 2027-01-30 — Cascade: Apple's Gemini-Siri reaches >100M users active in first quarter post-releasecascade #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 · hit · 2026-04-29 — Anthropic revenue will cross OpenAI revenue in middle of 2026pre #5 · hit · 2026-04-29 — Anthropic will exceed OpenAI in revenue this year (2026).pre #4 · hit · 2026-04-29 — 2025 will be the definitive year that agentic systems finally hit the mainstream.pre #3 · pending · 2026-09-30 — Public polling shows >=70% Americans want AI 'more regulated'pre #2 · pending · 2027-01-30 — $42B broadband funds conditioned on state AI regulation repealpre #1 · pending · 2027-03-17 — MAGA / Republican defection from federal AI deregulationcascade #1 · pending · 2028-06-25 — We're exiting the industrial age permanently as recursive self-improvement unfolds.cascade #2 · pending · 2028-09-07 — By 2028, AI systems will reach 'independent researcher' level — driving autonomous scientific discoveries without human cascade #3 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.cascade #4 · pending · 2033-08-10 — ASI will arrive within 2 years to 5 years to this next decadecascade #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 #1 · pending · 2026-12-15 — U.S. labor productivity growth turns positive ≥2% YoYcascade #2 · pending · 2027-02-14 — Major economic forecaster (IMF, OECD, World Bank) raises GDP forecast citing AIcascade #3 · pending · 2027-03-17 — S&P 500 earnings growth exceeds 15% YoYcascade #4 · pending · 2027-08-01 — AI-attributable contribution to GDP growth quantified by economistspre #6 · hit · 2026-01-31 — Annual US deepfake-driven losses cross $3B in 2025pre #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 — Anthropic revenue will cross OpenAI revenue in middle of 2026pre #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 · hit · 2026-03-31 — Voice deepfake contact-center attempts grow >1,000% YoYcascade #2 · pending · 2027-06-26 — Math is cooked (will be solved), physics cooked, biology char broiled.cascade #3 · pending · 2027-07-02 — Annual AI-driven fraud losses cross $40B globallycascade #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 · hit · 2026-04-29 — Anthropic revenue will cross OpenAI revenue in middle of 2026pre #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 · 2026-04-30 — Anthropic discloses MCP/OpenClaw design vulnerability with RCE riskpre #2 · hit · 2026-04-30 — Multiple OpenClaw variants/forks emerge with documented vulnerabilitiespre #1 · hit · 2026-04-30 — Mexican government compromise via Claude Code reveals state-level vulnerabilitycascade #1 · pending · 2027-06-26 — Math is cooked (will be solved), physics cooked, biology char broiled.cascade #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 decadepre #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 · 2026-04-30 — April 2026 sets record month for frontier AI model releasespre #3 · pending · 2026-07-02 — Software-engineering task length AI can complete doubles every 5 monthspre #2 · pending · 2026-07-31 — Claude 5 ('Fennec') ground-up architecture releasepre #1 · pending · 2026-12-31 — Scenario fires: Major-country AI pause beginning 2026cascade #1 · pending · 2028-06-25 — We're exiting the industrial age permanently as recursive self-improvement unfolds.cascade #2 · pending · 2028-09-07 — By 2028, AI systems will reach 'independent researcher' level — driving autonomous scientific discoveries without human cascade #3 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.cascade #4 · pending · 2033-08-10 — ASI will arrive within 2 years to 5 years to this next decadecascade #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 — 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 — Anthropic revenue will cross OpenAI revenue in middle of 2026pre #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 · overdue · 2026-05-02 — Claude Code/agent specialty variants (PicoClaude, IronClaude analogues) shipcascade #1 · hit · 2026-04-30 — Multiple new agent variants launch in H1 2026 (Operator, Mariner, Claude Code, etc.)cascade #2 · pending · 2026-06-30 — Open-source agent framework forks exceed 50 active GitHub projectscascade #3 · pending · 2026-12-15 — Enterprise agent revenue growth signals real PMF (vs hype)cascade #4 · pending · 2027-03-17 — Agent platform consolidation begins (M&A or shutdown of variants)cascade #5 · pending · 2027-06-26 — Math is cooked (will be solved), physics cooked, biology char broiled.cascade #6 · pending · 2028-06-25 — We're exiting the industrial age permanently as recursive self-improvement unfolds.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 · pending · 2026-05-31 — Diamandis publishes Moonshots-with-Skippy episode where Skippy demonstrably uses prior episode transcriptspre #2 · pending · 2026-06-23 — Custom GPT / Claude project trained on Moonshots transcript corpus publishedpre #1 · pending · 2026-07-01 — OpenAI / Anthropic enable persistent memory across conversation sessions for assistantscascade #1 · pending · 2026-08-31 — Recursive self-improvement demos (DGM/AlphaEvolve) become routine in frontier lab releasescascade #2 · pending · 2027-06-26 — Math is cooked (will be solved), physics cooked, biology char broiled.cascade #3 · pending · 2028-06-25 — We're exiting the industrial age permanently as recursive self-improvement unfolds.cascade #4 · pending · 2028-09-07 — By 2028, AI systems will reach 'independent researcher' level — driving autonomous scientific discoveries without human cascade #5 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.cascade #6 · pending · 2033-08-10 — ASI will arrive within 2 years to 5 years to this next decadepre #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 · 2026-04-26 — ICLR 2026 hosts first-ever Recursive Self-Improvement workshoppre #1 · pending · 2026-08-15 — Frontier benchmarks show recursive AI gain of >=10% in <1 monthcascade #1 · pending · 2026-09-15 — Mainstream press declares 'singularity already begun' in 2026cascade #2 · pending · 2027-06-26 — Math is cooked (will be solved), physics cooked, biology char broiled.cascade #3 · pending · 2028-06-25 — We're exiting the industrial age permanently as recursive self-improvement unfolds.cascade #4 · pending · 2028-09-07 — By 2028, AI systems will reach 'independent researcher' level — driving autonomous scientific discoveries without human cascade #5 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.cascade #6 · pending · 2033-08-10 — ASI will arrive within 2 years to 5 years to this next decadepre #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 — Anthropic revenue will cross OpenAI revenue in middle of 2026pre #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 · pending · 2026-09-15 — AI video gen unit cost falls below $0.10/sec at 1080p across major providerscascade #1 · pending · 2026-09-30 — 1,000+ ultra-high-quality AI-generated future-themed videos publicly catalogued by Sept 2026cascade #2 · pending · 2027-01-30 — First feature-length AI-generated film released theatrically/streamingcascade #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 #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 — Anthropic revenue will cross OpenAI revenue in middle of 2026pre #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 · 2026-06-20 — xAI/Grok will catch up and exceed competitors on coding by mid-2026cascade #2 · pending · 2026-08-07 — AI achieves IMO Gold (top-30 score) on 2026 problemscascade #3 · pending · 2026-09-15 — FrontierMath benchmark passes 50% by frontier modelcascade #4 · pending · 2026-10-30 — First open math problem solved by AI publicly announcedcascade #5 · pending · 2027-05-02 — Mathematician community publishes paper acknowledging AI as research collaboratorcascade #6 · pending · 2027-06-26 — Math is cooked (will be solved), physics cooked, biology char broiled.pre #6 · pending · 2027-03-17 — Epoch AI confirms exhaustion of high-quality public text corpuspre #5 · pending · 2027-05-05 — Q2 window check-in (50%)pre #4 · pending · 2027-09-16 — Frontier labs continue licensing/scraping fresh human data through 2027+pre #3 · pending · 2027-09-30 — Scenario fires: AGI fast: drop-in remote worker by 2027-09pre #2 · pending · 2027-11-06 — Q3 window check-in (75%)pre #1 · pending · 2028-01-01 — Pure synthetic-data pre-training run produces frontier-class modelpre #6 · hit · 2026-03-01 — GPT-OSS-120B running at 3,000 tokens/sec on Cerebraspre #5 · pending · 2026-06-15 — AWS-Cerebras inference cloud collaboration GApre #4 · pending · 2026-07-15 — Q1 window check-in (25%)pre #3 · pending · 2026-09-15 — ChatGPT user-facing 1,000+ tok/s mode rolloutpre #2 · pending · 2026-09-29 — Q2 window check-in (50%)pre #1 · pending · 2026-12-14 — Q3 window check-in (75%)pre #6 · overdue · 2026-04-15 — Stanford AI Index 2026 documents OSWorld 12% to 66.3% accuracy jumppre #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 — Holo3-35B-A3B leads OSWorld-Verified at 82.6%cascade #1 · pending · 2026-09-15 — Computer-use agent on OSWorld reaches 90% human-task efficiencycascade #2 · pending · 2027-01-14 — Cascade: Major enterprise SaaS deploys OSWorld-grade computer-use agent in productioncascade #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 · 2026-11-01 — Q1 window check-in (25%)pre #5 · pending · 2026-12-31 — Scenario fires: Major-country AI pause beginning 2026pre #4 · pending · 2027-05-06 — Q2 window check-in (50%)pre #3 · pending · 2027-06-16 — Federal AI moratorium proposed and rejected/diluted in US Congresspre #2 · pending · 2027-11-01 — Voluntary frontier-lab pause triggers competitor outpacing on benchmarkspre #1 · pending · 2027-11-08 — Q3 window check-in (75%)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 · pending · 2026-06-10 — Apple unveils next-gen Siri / Apple Intelligence using Gemini at WWDC 2026pre #3 · hit · 2026-03-31 — Apple ships M5-class on-device LLM tooling that meaningfully exploits unified memorypre #2 · pending · 2027-01-30 — Apple Intelligence reaches >=30% iPhone install base (Apple Intelligence-eligible devices using on-device features)pre #1 · pending · 2027-01-30 — Apple permits third-party local frontier model installation (Gemma / Claude / open-weights) on iOScascade #1 · pending · 2028-06-25 — We're exiting the industrial age permanently as recursive self-improvement unfolds.cascade #2 · pending · 2028-09-07 — By 2028, AI systems will reach 'independent researcher' level — driving autonomous scientific discoveries without human cascade #3 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.cascade #4 · pending · 2033-08-10 — ASI will arrive within 2 years to 5 years to this next decadecascade #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 — 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 · overdue · 2026-04-30 — OpenClaw breaks 300k GitHub starspre #3 · pending · 2026-08-31 — First repo to add >100k stars in <72 hourspre #2 · pending · 2026-11-30 — GitHub Octoverse 2026 reports continued >150% YoY LLM-repo growthpre #1 · pending · 2027-01-14 — First documented case of agent-bot-driven mass stargazing eventcascade #1 · pending · 2027-06-30 — Recursive-self-improvement coding agent reaches autonomous PR merge at scalecascade #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 #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 — Anthropic revenue will cross OpenAI revenue in middle of 2026pre #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 — Salim Ismail publishes The Shift on Organizational Singularitycascade #1 · pending · 2026-09-15 — Fortune 500 average AI deployment ratio crosses 50%cascade #2 · pending · 2026-09-15 — Federal/state government AI procurement orders cross $5Bcascade #3 · pending · 2026-12-15 — Major nonprofit (Red Cross, UN, Gates) announces AI-native restructurecascade #4 · pending · 2027-03-17 — 10x productivity case studies published from at least 5 industriescascade #5 · pending · 2027-06-26 — Math is cooked (will be solved), physics cooked, biology char broiled.cascade #6 · pending · 2028-01-01 — OECD reports AI displaces >=10% of white-collar tasks economy-widepre #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 — Anthropic revenue will cross OpenAI revenue in middle of 2026pre #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 · 2026-04-15 — Critical analysis questions enterprise-readiness of OpenClaw vs Bedrock AgentCorecascade #1 · pending · 2026-08-16 — OpenClaw competing solutions emerge from Microsoft/Googlecascade #2 · pending · 2026-11-14 — Enterprise pilot announcements citing measurable productivity gainscascade #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 · hit · 2026-03-15 — Mamba-3 publication validates active progress on post-transformer SSM linepre #5 · pending · 2026-07-24 — Q1 window check-in (25%)pre #4 · pending · 2026-10-18 — Q2 window check-in (50%)pre #3 · pending · 2026-12-15 — OpenAI Q1 next-year model releases reference 5.2-architecture gains (Altman roadmap commitment)pre #2 · pending · 2027-01-12 — Q3 window check-in (75%)pre #1 · pending · 2027-03-17 — Independent benchmark verification: novel architecture matches or beats transformer SOTA at matched computecascade #1 · pending · 2027-05-17 — Transformer-LSTM-magnitude leap consensus emerges (≥ 3 frontier labs adopt or replicate the new architecture)pre #6 · overdue · 2025-04-18 — Q2 window check-in (50%)pre #5 · overdue · 2025-12-11 — Q3 window check-in (75%)pre #4 · hit · 2026-01-31 — GPT-4-class inference cost drops to $0.40/M tokens (1000x reduction)pre #3 · hit · 2026-02-15 — DeepSeek R1 runs 20-50x cheaper than OpenAI equivalentpre #2 · hit · 2026-03-15 — $18B allocated to foundation model APIs in 2025 (paradox confirmation)pre #1 · overdue · 2026-03-31 — DeepSeek V4 Pro launches at 98% less than GPT-5.5 Procascade #1 · pending · 2026-09-15 — Epoch AI publishes inference price-trend data showing further drops 2026cascade #2 · pending · 2026-12-15 — Cascade: Enterprise inference spend exceeds $50B 2026 despite per-token dropscascade #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 · 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 — Anthropic revenue will cross OpenAI revenue in middle of 2026pre #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 · 2026-05-31 — Mamba-3 published at ICLR 2026 with sub-Transformer latency at 1.5B scalecascade #1 · pending · 2026-12-15 — Hybrid attention-SSM becomes default architecture in major frontier modelcascade #2 · pending · 2027-03-17 — Frontier post-Transformer architecture demonstrates 1000x+ inference cost reduction at frontier scalecascade #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 · 2026-10-22 — Q1 window check-in (25%)pre #5 · pending · 2027-03-17 — Groq / Cerebras / Etched / SambaNova reach >5% combined inference market sharepre #4 · pending · 2027-04-15 — Q2 window check-in (50%)pre #3 · pending · 2027-07-01 — First production frontier model trained on a non-transformer architecture (Mamba/SSM/Diffusion-LM/Mixture-of-Recursions pre #2 · pending · 2027-10-07 — Q3 window check-in (75%)pre #1 · pending · 2028-01-01 — ASIC purpose-built for non-transformer post-attention architecture announced by major fab partner (TSMC/Samsung/Intel Focascade #1 · pending · 2028-04-30 — NVIDIA loses >=5 percentage points of AI training GPU share in a quarterpre #6 · overdue · 2026-04-30 — Intel 14A process selection finalizedpre #5 · pending · 2026-07-08 — Q1 window check-in (25%)pre #4 · pending · 2026-09-16 — Q2 window check-in (50%)pre #3 · pending · 2026-09-30 — Tesla AI5 small-batch (engineering sample) productionpre #2 · pending · 2026-11-25 — Q3 window check-in (75%)pre #1 · pending · 2026-12-15 — First Terafab module groundbreaking / construction startcascade #1 · pending · 2027-05-17 — AI5 volume production begins (initial 100k WSPM run-rate)cascade #2 · pending · 2027-09-30 — Path to 1M WSPM / 70% TSMC scale becomes credible (or slips publicly)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 — Anthropic revenue will cross OpenAI revenue in middle of 2026pre #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 · 2026-08-31 — Tesla AI5 chip production launches at Samsung Taylor fabcascade #2 · pending · 2026-11-29 — Musk publicly credits Tesla design/process input for Samsung yield improvementscascade #3 · pending · 2026-12-30 — Samsung foundry breakeven achieved Q4 2026 driven by Tesla volumescascade #4 · pending · 2027-03-17 — Samsung 2nm GAA process delivers Tesla AI6 first siliconcascade #5 · pending · 2027-06-26 — Math is cooked (will be solved), physics cooked, biology char broiled.cascade #6 · pending · 2027-10-01 — Cascade: Optimus production-line uses Samsung-fabbed AI6 Lite chips at scalepre #6 · pending · 2026-10-23 — Q1 window check-in (25%)pre #5 · pending · 2027-02-14 — DOE Genesis or equivalent national-AI-for-science program operationalpre #4 · pending · 2027-04-17 — Q2 window check-in (50%)pre #3 · pending · 2027-10-10 — Q3 window check-in (75%)pre #2 · pending · 2027-11-16 — Nobel Prize awarded to AI-led research workflowpre #1 · pending · 2028-02-15 — Time-to-discovery in major journal cohort drops measurablypre #6 · pending · 2026-11-14 — USPTO issues revised AI-assisted inventorship guidancepre #5 · pending · 2026-11-26 — Q2 window check-in (50%)pre #4 · pending · 2026-12-30 — Court ruling extends or limits DABUS precedent on AI inventorshippre #3 · pending · 2027-01-30 — AI-assisted patent filings exceed 50% of new applications in software/biotechpre #2 · pending · 2027-03-11 — Q3 window check-in (75%)pre #1 · pending · 2027-05-02 — Public report of AI generating 1M+ candidate inventions in single domainpre #3 · overdue · 2025-05-17 — Q1 window check-in (25%)pre #2 · overdue · 2025-09-30 — Q2 window check-in (50%)pre #1 · overdue · 2026-02-13 — Q3 window check-in (75%)cascade #1 · pending · 2027-06-26 — Math is cooked (will be solved), physics cooked, biology char broiled.cascade #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 decadepre #6 · hit · 2026-04-29 — Anthropic will exceed OpenAI in revenue this year (2026).pre #5 · hit · 2026-04-29 — 2025 will be the definitive year that agentic systems finally hit the mainstream.pre #4 · pending · 2027-03-02 — Daily-life agentic-AI usage reaches >=50% of US adultspre #3 · pending · 2027-05-02 — Major regulatory action (US executive order or major bill) addresses AI labor displacementpre #2 · pending · 2027-06-01 — AI-driven white-collar role displacement crosses 5% of US workforcepre #1 · pending · 2027-07-02 — AI doubles GDP-weighted productivity gain in single calendar yearcascade #1 · pending · 2028-06-25 — We're exiting the industrial age permanently as recursive self-improvement unfolds.cascade #2 · pending · 2028-09-07 — By 2028, AI systems will reach 'independent researcher' level — driving autonomous scientific discoveries without human cascade #3 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.cascade #4 · pending · 2033-08-10 — ASI will arrive within 2 years to 5 years to this next decadecascade #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 · partial · 2026-04-15 — Frontier labs report diminishing returns from naive parameter scalingpre #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 — Anthropic revenue will cross OpenAI revenue in middle of 2026pre #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 · 2026-07-02 — Frontier capabilities continue to track 4-7 month doubling on long-horizon taskscascade #2 · pending · 2027-03-17 — AGI/superintelligence-class system released within Schmidt's prediction windowcascade #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 · 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 · 2026-04-25 — ICLR 2026 RSI workshop convenes with peer-reviewed methods paperspre #1 · overdue · 2026-05-15 — Recursive Superintelligence public launch (raised $500M)cascade #1 · pending · 2026-07-31 — Multiple competing RSI methods published with no clear winnercascade #2 · pending · 2026-08-16 — Frontier lab consensus paper on RSI approach publishedcascade #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 #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 — Anthropic revenue will cross OpenAI revenue in middle of 2026pre #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 · 2026-11-29 — At least 2 Chinese labs (DeepSeek, Alibaba/Qwen, Baidu, ByteDance) sustained at frontier tiercascade #2 · pending · 2026-12-15 — Number of labs releasing models in MMLU/HELM frontier tier (top 20 by capability) settles at 8-12cascade #3 · pending · 2027-01-14 — Meta or xAI fall out of top-5 by capability for >=180 dayscascade #4 · pending · 2027-03-17 — Mistral or Aleph Alpha confirmed as last European-headquartered frontier lab via funding round of >=$5Bcascade #5 · pending · 2027-06-26 — Math is cooked (will be solved), physics cooked, biology char broiled.cascade #6 · pending · 2027-08-01 — An Indian-headquartered lab (Sarvam, Krutrim, etc.) reaches top-30 on LMSYS Arenapre #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 — Anthropic revenue will cross OpenAI revenue in middle of 2026pre #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 · 2027-06-26 — Math is cooked (will be solved), physics cooked, biology char broiled.cascade #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 decadepre #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 — Anthropic revenue will cross OpenAI revenue in middle of 2026pre #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 · 2026-07-01 — Mistral AI counter-raise of >=$1B at valuation >=$15Bcascade #2 · pending · 2026-07-15 — Cohere-Aleph Alpha merger closes at $20B+ combined valuationcascade #3 · pending · 2026-08-31 — European frontier lab unveils model competitive with top-10 LMArena Elocascade #4 · pending · 2026-12-15 — EU Commission grants AI sovereignty subsidy >= EUR 1B to single labcascade #5 · pending · 2027-05-02 — European electricity-cost relief for AI data centers (industrial tariff)cascade #6 · pending · 2027-06-26 — Math is cooked (will be solved), physics cooked, biology char broiled.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 — Anthropic revenue will cross OpenAI revenue in middle of 2026pre #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 · overdue · 2026-05-26 — Sarvam AI sovereign LLM v1 public releasepre #1 · overdue · 2026-05-26 — IndiaAI Mission compute capacity online (>=10K GPU H100-equivalent)cascade #1 · pending · 2026-07-16 — Indian AI startup raises round at >=$1B valuationcascade #2 · pending · 2026-09-15 — Indian model in top-25 of public LLM leaderboard (LMArena, HELM)cascade #3 · pending · 2026-09-30 — India AI Impact Summit follow-on commits >$50B private investment by year-end 2026cascade #4 · pending · 2027-06-26 — Math is cooked (will be solved), physics cooked, biology char broiled.cascade #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 #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 — Anthropic revenue will cross OpenAI revenue in middle of 2026pre #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 · hit · 2026-04-30 — Russia AI models rank below 10th globallycascade #2 · hit · 2026-04-30 — Russia continues to depend on adapted open-weight modelscascade #3 · pending · 2026-12-31 — No Russian frontier AI lab raises >$100Mcascade #4 · pending · 2026-12-31 — Sanctions limit advanced GPU access to Russiacascade #5 · pending · 2027-03-17 — Russia partners with China on AI infrastructure as workaroundcascade #6 · pending · 2027-06-26 — Math is cooked (will be solved), physics cooked, biology char broiled.pre #6 · hit · 2026-04-24 — DeepSeek V4 released as open-source weightspre #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 — Anthropic revenue will cross OpenAI revenue in middle of 2026pre #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 · 2026-09-15 — Chinese open-weight downloads exceed 1B cumulativecascade #2 · pending · 2027-06-26 — Math is cooked (will be solved), physics cooked, biology char broiled.cascade #3 · pending · 2028-01-01 — Chinese model market share in commercial deployments exceeds 30%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 · hit · 2026-04-29 — Training runs costing $10 billion for a single model will commence sometime in 2025.pre #5 · hit · 2026-04-29 — Anthropic revenue will cross OpenAI revenue in middle of 2026pre #4 · hit · 2026-04-29 — Anthropic will exceed OpenAI in revenue this year (2026).pre #3 · hit · 2026-04-29 — 2025 will be the definitive year that agentic systems finally hit the mainstream.pre #2 · pending · 2026-07-31 — Frontier-lab summer 2026 model releases (OpenAI GPT-next, Google Gemini-3, xAI Grok-5)pre #1 · pending · 2027-04-01 — Lab revenue rankings stabilize: top 3 by ARR for 2 consecutive quarterscascade #1 · pending · 2027-07-31 — Independent agent-benchmark consensus on top lab (avg of 5 benchmarks)cascade #2 · pending · 2027-12-15 — Cascade: enterprise AI procurement consolidates around <=2 frontier vendorscascade #3 · pending · 2028-06-25 — We're exiting the industrial age permanently as recursive self-improvement unfolds.cascade #4 · pending · 2028-09-07 — By 2028, AI systems will reach 'independent researcher' level — driving autonomous scientific discoveries without human cascade #5 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.cascade #6 · pending · 2033-08-10 — ASI will arrive within 2 years to 5 years to this next decadepre #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 — Anthropic revenue will cross OpenAI revenue in middle of 2026pre #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 · 2027-06-26 — Math is cooked (will be solved), physics cooked, biology char broiled.cascade #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 decadepre #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 — Anthropic revenue will cross OpenAI revenue in middle of 2026pre #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 · overdue · 2026-05-27 — Frontier lab discloses successful CBRN red-team finding requiring remediationpre #1 · overdue · 2026-05-27 — AI Safety Institute publishes biological-uplift evaluation showing material riskcascade #1 · pending · 2026-07-16 — Confirmed AI-assisted disinformation/hacking incident attributed by national CERTcascade #2 · pending · 2027-01-30 — US executive order or congressional bill restricts open-weight CBRN-relevant modelscascade #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 · 2028-12-31 — Confirmed CBRN incident with attribution to AI-system upliftpre #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 · pending · 2026-06-16 — Gemini 3 Deep Think variant published with reasoning-mode breadth confirmedpre #2 · pending · 2026-07-01 — Gemini 3 leads on multilingual benchmark vs GPT-5.5 / Claude in independent evaluationpre #1 · pending · 2026-07-01 — Chinese frontier model (DeepSeek/Qwen/Kimi) released matching Gemini 3 breadthcascade #1 · pending · 2027-06-26 — Math is cooked (will be solved), physics cooked, biology char broiled.cascade #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 decadepre #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 — Anthropic revenue will cross OpenAI revenue in middle of 2026pre #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 — Federal GUARD Act advances out of Senate Judiciary Committeecascade #1 · pending · 2026-09-15 — Major frontier lab implements verified-age gating with audit trailcascade #2 · pending · 2027-05-02 — Cascade: federal AI chatbot child-safety law signed into lawcascade #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 · hit · 2026-04-29 — Anthropic revenue will cross OpenAI revenue in middle of 2026pre #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 · overdue · 2026-05-23 — Frontier model release with novel scientific discovery (e.g., new theorem, materials, drug target)pre #2 · overdue · 2026-05-26 — ARC-AGI-2 or Frontier Math Tier 4 leaderboard plateau (no >5pp gain in 60 days)pre #1 · overdue · 2026-05-26 — Public Schmidt restatement or adjacent expert (Hassabis, Amodei) endorses novelty-ceiling thesiscascade #1 · pending · 2026-07-23 — Major frontier lab publicly walks back AGI/superintelligence timelinescascade #2 · pending · 2026-09-30 — Capex slowdown signal: at least one hyperscaler trims 2027 AI capex guidancecascade #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 #4 · hit · 2026-04-29 — Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanced AI chips.pre #3 · hit · 2026-04-29 — Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinnedpre #2 · hit · 2026-04-29 — Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decpre #1 · pending · 2026-06-25 — Nvidia agreed to remit 15% of China chip-sale revenue directly to US government in exchange for reversing specific AI chcascade #1 · pending · 2027-06-24 — The frontier models will go dark — kept internal to benefit the labs in an all-out battle.cascade #2 · pending · 2028-06-23 — Elon will build out his own chip fabs due to his attack-constraints approach.cascade #3 · pending · 2028-07-20 — Superhuman AI will make BCI-enhanced humans irrelevant compared to AI 2 years from today.cascade #4 · pending · 2030-09-27 — Most large companies' business models will be disrupted in 2-5 yearspre #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 · 2027-06-26 — Math is cooked (will be solved), physics cooked, biology char broiled.cascade #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 decadepre #6 · hit · 2026-03-21 — Musk announces Terafab semiconductor fab (Tesla/xAI/SpaceX joint)pre #5 · hit · 2026-04-07 — Intel publicly joins Terafab as foundry-manufacturing partnerpre #4 · pending · 2026-07-31 — Q1 window check-in (25%)pre #3 · pending · 2026-10-31 — Q2 window check-in (50%)pre #2 · pending · 2027-01-31 — Q3 window check-in (75%)pre #1 · pending · 2027-05-02 — Terafab groundbreaking / construction permit filedcascade #1 · pending · 2029-09-15 — First Terafab tool installation / wafer test runcascade #2 · pending · 2031-07-02 — Terafab production reaches 100k wafer-starts/month (initial target)cascade #3 · pending · 2033-12-31 — Cascade: Terafab reaches 70% of TSMC output (~1M wspm) — Diamandis claimpre #6 · pending · 2026-07-25 — Q1 window check-in (25%)pre #5 · pending · 2026-08-16 — Tesla 2026 capex officially raised to $25B+ (board / earnings disclosure aligning with Terafab funding)pre #4 · pending · 2026-10-19 — Q2 window check-in (50%)pre #3 · pending · 2026-11-14 — Terafab pilot facility produces first AI5 chips (small-batch production)pre #2 · pending · 2027-01-13 — Q3 window check-in (75%)pre #1 · pending · 2027-03-17 — Cumulative Terafab project commitments cross $150B (matching prediction's lower-bound total buildout)pre #6 · pending · 2026-10-24 — Q1 window check-in (25%)pre #5 · pending · 2027-04-20 — Q2 window check-in (50%)pre #4 · pending · 2027-07-02 — Enterprise AI 'reimagine' threshold: >=50% of Fortune 500 publish AI-first strategypre #3 · pending · 2027-10-15 — Q3 window check-in (75%)pre #2 · pending · 2027-10-31 — S&P 500 IT spend on AI tooling exceeds 25% of total IT budgetpre #1 · pending · 2028-03-16 — Cascade: AI-native startups capture >=20% of new B2B SaaS market sharecascade #1 · pending · 2028-05-01 — Cascade: BLS labor data shows >=10% headcount reduction in 'traditional knowledge work' categoriespre #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 · 2026-07-02 — Polymarket 'Grok 5 by Q2 2026' market resolvescascade #2 · pending · 2026-07-08 — Grok 5 model card, weights, or API access publicly availablecascade #3 · pending · 2026-07-16 — xAI provides updated guidance on Grok 5 launch windowcascade #4 · pending · 2026-09-15 — Grok 5 benchmark performance disclosed (HLE, MMLU-Pro, GPQA, ARC-AGI)cascade #5 · pending · 2026-10-01 — Cascade: Grok 5 launch triggers >5% intraday spike in NVDA / xAI competitor stockscascade #6 · pending · 2027-01-30 — Cascade: xAI valuation re-marks above $300B post Grok 5 launchpre #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 · pending · 2026-07-16 — Sam Altman publishes follow-up cyberattack warning at congressional hearing or major venuecascade #1 · pending · 2026-08-16 — OpenAI / Anthropic publish public model misuse data showing AI-aided cyber campaignscascade #2 · pending · 2026-08-31 — Major nation-state-attributed AI-augmented cyberattack on critical infrastructurecascade #3 · pending · 2026-08-31 — White House announces National AI Cybersecurity Initiative with frontier-lab partnershipcascade #4 · pending · 2026-12-15 — Cybersecurity insurance pricing for AI-related risks rises >50% YoYcascade #5 · pending · 2027-06-26 — Math is cooked (will be solved), physics cooked, biology char broiled.cascade #6 · pending · 2028-06-25 — We're exiting the industrial age permanently as recursive self-improvement unfolds.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 · 2026-04-30 — OpenAI ships GPT-5.5-Cyber to critical cyber defenderspre #2 · pending · 2027-01-15 — First publicly attributed AI-agent-led major cyber incidentpre #1 · pending · 2027-01-30 — OpenAI / Anthropic threat-disruption reports document scaled AI-agent cyber abusecascade #1 · pending · 2027-04-16 — Critical-infrastructure-grade cyber incident attributed to open-weights frontier modelcascade #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 #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 — Anthropic revenue will cross OpenAI revenue in middle of 2026pre #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 · pending · 2026-06-15 — Federal/international biosecurity AI policy proposalcascade #1 · pending · 2026-12-16 — First documented attempted misuse of AI for bio R&Dcascade #2 · pending · 2027-06-26 — Math is cooked (will be solved), physics cooked, biology char broiled.cascade #3 · pending · 2028-06-25 — We're exiting the industrial age permanently as recursive self-improvement unfolds.cascade #4 · pending · 2028-09-07 — By 2028, AI systems will reach 'independent researcher' level — driving autonomous scientific discoveries without human cascade #5 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.cascade #6 · pending · 2033-08-10 — ASI will arrive within 2 years to 5 years to this next decadepre #6 · hit · 2026-04-01 — Medvi proves micro-team unicorn template ($401M Y1 revenue, $1.8B run-rate, ~2 FTE)pre #5 · pending · 2026-10-23 — Q1 window check-in (25%)pre #4 · pending · 2027-03-17 — Cohort accumulation — at least 10 named micro-team (<=5 FTE) companies cross $50M ARRpre #3 · pending · 2027-04-18 — Q2 window check-in (50%)pre #2 · pending · 2027-10-11 — Q3 window check-in (75%)pre #1 · pending · 2028-03-16 — Cohort scaling — 100+ named micro-team companies cross $10M ARR (millions-of-small-businesses signal)cascade #1 · pending · 2028-06-15 — Power-law tail formalized — at least 1 micro-team company crosses $10B valuation, multiple at $1Bpre #6 · hit · 2026-04-29 — Anthropic revenue will cross OpenAI revenue in middle of 2026pre #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 · overdue · 2026-05-15 — Intel 18A yield disclosure at or above 65% commercial thresholdpre #2 · overdue · 2026-05-26 — Terafab Phase 1 groundbreaking or site selection finalized in Austin TXpre #1 · pending · 2026-06-15 — Intel external foundry revenue run-rate visibility above $1B annualizedcascade #1 · pending · 2026-10-31 — Tesla AI6 chip first tape-out at Intel 18Acascade #2 · pending · 2027-06-26 — Math is cooked (will be solved), physics cooked, biology char broiled.cascade #3 · pending · 2027-08-16 — Intel external foundry revenue exceeds $4B annualized (Diamandis target validated)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 · overdue · 2026-04-09 — Bernstein / external analysts publish capex feasibility critique (~$5T to hit 1 TW)pre #5 · overdue · 2026-04-23 — Tesla picks Intel 14A process for Austin Terafab pilot AI5 chippre #4 · pending · 2026-09-20 — Q1 window check-in (25%)pre #3 · pending · 2027-01-30 — Austin Terafab pilot fab achieves first wafer-out (small-batch AI5 production)pre #2 · pending · 2027-02-10 — Q2 window check-in (50%)pre #1 · pending · 2027-07-03 — Q3 window check-in (75%)cascade #1 · pending · 2028-03-16 — Terafab reaches initial 100K wafer-starts/month capacity milestonepre #6 · hit · 2026-04-01 — China controls ~60% global power transformer production capacity (supply constraint)pre #5 · hit · 2026-04-08 — Transformer lead times confirmed at 5+ years (vs prior 24-30 months)pre #4 · hit · 2026-04-29 — Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanced AI chips.pre #3 · hit · 2026-04-29 — Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinnedpre #2 · hit · 2026-04-29 — Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decpre #1 · pending · 2026-06-25 — Nvidia agreed to remit 15% of China chip-sale revenue directly to US government in exchange for reversing specific AI chcascade #1 · pending · 2026-07-16 — 30-50% of planned 2026 capacity slips to 2028 per industry analysiscascade #2 · pending · 2026-09-30 — Hyperscaler capex still >$650B in 2026 despite delays (creates inflation risk)cascade #3 · pending · 2027-06-24 — The frontier models will go dark — kept internal to benefit the labs in an all-out battle.cascade #4 · pending · 2028-06-23 — Elon will build out his own chip fabs due to his attack-constraints approach.cascade #5 · pending · 2028-07-20 — Superhuman AI will make BCI-enhanced humans irrelevant compared to AI 2 years from today.cascade #6 · pending · 2030-09-27 — Most large companies' business models will be disrupted in 2-5 yearspre #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 — Anthropic revenue will cross OpenAI revenue in middle of 2026pre #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 · 2026-08-31 — Anthropic publishes Mythos pricing per million tokens that is 4-6x Opus 4.7 ($5/$25)cascade #2 · pending · 2026-08-31 — Mythos availability gated to paid Anthropic Max/Enterprise tiers onlycascade #3 · pending · 2026-08-31 — At least 1 published benchmark shows Mythos >=10% above Opus 4.7 on agentic evalcascade #4 · pending · 2027-03-17 — Mythos token volume across Anthropic API stays below 10% of total Opus token spendcascade #5 · pending · 2027-05-02 — Anthropic launches a 'Mythos-distilled' Sonnet variant at lower costcascade #6 · pending · 2027-06-26 — Math is cooked (will be solved), physics cooked, biology char broiled.pre #5 · hit · 2026-04-07 — Anthropic ARR reaches $30B (already passed by April 2026)pre #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 · 2026-09-07 — Anthropic ARR reaches $50B run-rate by end of Q3 2026cascade #2 · pending · 2026-09-30 — Claude API/enterprise pricing or usage volume holds growth slope through H2 2026cascade #3 · pending · 2026-12-01 — Anthropic discloses $100B ARR by end of December 2026cascade #4 · pending · 2026-12-30 — Cascade: Anthropic IPO files S-1 or completes listing in Q4 2026 / Q1 2027cascade #5 · pending · 2027-03-16 — Cascade: Anthropic 2027 revenue forecast revised upward toward $200B+cascade #6 · pending · 2027-06-26 — Math is cooked (will be solved), physics cooked, biology char broiled.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 — Anthropic revenue will cross OpenAI revenue in middle of 2026pre #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 · overdue · 2026-05-26 — AI startup pitch decks publicly require recursive self-improvement narrativepre #1 · overdue · 2026-05-26 — Frontier lab discloses live recursive self-improvement loop in production trainingcascade #1 · pending · 2026-07-08 — Funding round for AI startup explicitly cites RSI architecture in announcementcascade #2 · pending · 2026-09-30 — Down-round or shutdown of non-RSI AI startup signals bar-raisecascade #3 · pending · 2026-12-15 — AI capex shifts towards training-time-compute over inferencecascade #4 · pending · 2027-06-26 — Math is cooked (will be solved), physics cooked, biology char broiled.cascade #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 — 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 · 2026-04-30 — Hyperscaler 2026 capex aggregates exceed $700B annualizedpre #2 · hit · 2026-04-30 — Microsoft single-quarter capex breaks $30B with AI revenue past $37B run-ratepre #1 · hit · 2026-04-30 — Meta raises full-year 2026 capex guidance to $125B+cascade #1 · pending · 2026-09-30 — Aggregate global AI investment crosses $1.1T annualized run-rate (~$3B/day)cascade #2 · pending · 2026-12-15 — Capex acceleration triggers credit-market stress event in IG-rated tech issuancecascade #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 · hit · 2026-04-29 — Anthropic revenue will cross OpenAI revenue in middle of 2026pre #5 · hit · 2026-04-29 — Anthropic will exceed OpenAI in revenue this year (2026).pre #4 · hit · 2026-04-29 — 2025 will be the definitive year that agentic systems finally hit the mainstream.pre #3 · pending · 2026-07-02 — Retail-AI venture funding round >$50Mpre #2 · pending · 2026-10-30 — AI-orchestrated mall or multi-tenant venue announcedpre #1 · pending · 2027-04-01 — Coverage cluster: 5+ articles on AI pop-up retail explosioncascade #1 · pending · 2027-06-16 — Category data validates explosion (active venues count)cascade #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 #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 · 2027-06-26 — Math is cooked (will be solved), physics cooked, biology char broiled.cascade #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 decadepre #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 — Anthropic revenue will cross OpenAI revenue in middle of 2026pre #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 · overdue · 2026-05-27 — Chinese frontier lab open-weights release at top-3 LMArena Elopre #1 · overdue · 2026-05-27 — Chinese model wins or ties on novel benchmark vs US/UK frontiercascade #1 · pending · 2026-08-31 — OpenAI or Anthropic releases meaningful open-weight model (>30B)cascade #2 · pending · 2026-10-30 — BIS / US export-control update tightens China AI model exportcascade #3 · pending · 2027-01-30 — Major US frontier lab publishes architecture / training-recipe transparency reportcascade #4 · pending · 2027-06-26 — Math is cooked (will be solved), physics cooked, biology char broiled.cascade #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 — Training runs costing $10 billion for a single model will commence sometime in 2025.pre #5 · hit · 2026-04-29 — Anthropic revenue will cross OpenAI revenue in middle of 2026pre #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 · 2026-04-15 — First documented AI-enabled solo-founder $1B+ revenue trajectory companypre #1 · hit · 2026-03-01 — Solo-founded startups exceed 35% of new ventures in 2026 cohortcascade #1 · pending · 2026-12-15 — First solo-founder unicorn ($1B post-money valuation, single-founder, ≤5 employees)cascade #2 · pending · 2027-03-17 — First documented AI-enabled 'one-person religion' or solo-founded religious movement at scalecascade #3 · pending · 2027-05-02 — AI-mediated community / DAO-style spiritual or ideological group exceeds 100K memberscascade #4 · pending · 2027-06-26 — Math is cooked (will be solved), physics cooked, biology char broiled.cascade #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 #3 · hit · 2026-04-29 — Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanced AI chips.pre #2 · hit · 2026-04-29 — Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinnedpre #1 · hit · 2026-04-29 — Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in deccascade #1 · pending · 2026-06-24 — Something bad will definitely happen with OpenClaw agents by statistical chance.cascade #2 · pending · 2026-11-29 — US state passes data center moratorium beyond bill stage (signed into law)cascade #3 · pending · 2026-11-29 — Sanders/AOC AI Data Center Moratorium Act gets committee markup or votecascade #4 · pending · 2027-01-14 — Hyperscaler announces canceled or relocated AI data center build citing community/utility oppositioncascade #5 · pending · 2027-03-17 — US residential power costs rise >=15% YoY in any state with major data-center clustercascade #6 · pending · 2027-11-01 — Major hyperscaler announces dedicated orbital compute initiative explicitly citing earth-side constraintspre #6 · hit · 2024-12-14 — OpenAI Superalignment 'weak-to-strong generalization' research paper baselinepre #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 — Anthropic revenue will cross OpenAI revenue in middle of 2026pre #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 · 2026-08-16 — Anthropic / DeepMind / OpenAI publish post-2025 results on weak-to-strong supervising frontier modelscascade #2 · pending · 2026-12-15 — Adversarial demonstration: weak-to-strong fails when the strong model is intentionally deceptivecascade #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 · 2028-07-01 — First superintelligence-class system contained / aligned by weaker supervisor in deploymentcascade #6 · pending · 2028-09-07 — By 2028, AI systems will reach 'independent researcher' level — driving autonomous scientific discoveries without human pre #3 · overdue · 2026-02-21 — Q1 window check-in (25%)pre #2 · overdue · 2026-04-13 — Q2 window check-in (50%)pre #1 · pending · 2026-06-03 — Q3 window check-in (75%)pre #6 · hit · 2026-01-15 — xAI Colossus crosses 555K GPUspre #5 · hit · 2026-04-08 — Microsoft contracts 30K Rubin GPUs at Norway data centerpre #4 · pending · 2027-03-02 — Q1 window check-in (25%)pre #3 · pending · 2027-03-17 — US government action: data-center grid build-out Defense Production Act invocationpre #2 · pending · 2027-05-02 — Q2 window check-in (50%)pre #1 · pending · 2027-07-01 — Q3 window check-in (75%)cascade #1 · pending · 2027-08-31 — Hundreds-of-millions GPUs deployed across leading clusters by end-2027cascade #2 · pending · 2027-09-30 — TSMC Arizona phase 2 begins 3nm mass productiontarget window end · today (amber dashed) · ✓/✗/◐ history strip = past resolutions · ghost arrows = evidence shift
89 plotted · 31 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 MRVL.

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.