Timeline Fan

1192 of 1192 tracked claims plotted by expected resolution date (X) × posterior probability (Y). Probabilities have already absorbed past + recent evidence (LBP + intake). Ghost arrows show how far each claim has moved off its analyst-seeded prior. Forked into 4 mutually-exclusive AGI branches — each lane shows the claims that hinge on that scenario.

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Top predictors
AllAlex Wissner-Gross (231)Dave Blundin (165)Peter Diamandis (160)Dara Khosrowshahi (89)Elon Musk (69)Eric Schmidt (68)Brett Adcock (51)Salim Ismail (49)Ben Lamm (47)Morgan Stanley (42)Andrew Yang (35)Alex Finn (28)Jensen Huang (27)Leopold Aschenbrenner (23)Ben Horowitz (22)
050100S_AGI_FAST_2027 · prior 30% · avg shift ±5.6pp · AGI fast: drop-in remote worker by 2027-09050100S_AGI_MID_2029 · prior 35% · avg shift ±3.0pp · AGI mid: Kurzweil 2029 path050100S_AGI_SLOW_2031 · prior 25% · avg shift ±3.7pp · AGI slow: Schmidt/Hassabis 5-10 year path050100S_AGI_WINTER_2036PLUS · prior 10% · avg shift ±4.0pp · AGI delayed: capability plateau or AI winterhistory230_014 resolved hit on 2026-04-29 — The consulting industry will go through the roof as consultants leverage AI to automate/improve exis✓238_010 resolved hit on 2026-04-29 — AI takeoff/inflection is happening now✓240_027 resolved hit on 2026-04-29 — SpaceX and xAI will merge and go public in the next couple of months✓AI_023 resolved hit on 2026-04-29 — Inside Uber, 90% of software engineers currently rely on AI, and executive teams rehearse high-stake✓238_009 resolved hit on 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out)✓CMQ_027 resolved hit on 2026-04-29 — The inference inflection has arrived — industry transitioning from training-dominated capex (2023-20✓AI_005 resolved hit on 2026-04-29 — Current frontier models suffer from 'jagged intelligence' — excelling at international mathematics o✓240_001 resolved hit on 2026-04-29 — NVIDIA to reach at least $1 trillion in bookings/revenue through 2027✓FUT_024 resolved hit on 2026-04-29 — XPT 2022 tournament assigned mere 2.3% probability to AI achieving gold-medal performance in Interna✓AUT_003 resolved hit on 2026-04-29 — 'Vibe coding' — the full delegation of syntactic code generation to autonomous models, with human en✓242_057 resolved hit on 2026-04-30 — Artemis 2 launches April 1, 2026 - circumlunar mission✓244_019 resolved hit on 2026-04-29 — Peter's son won't need a driver's license in 2 years✓241_004 resolved hit on 2026-04-29 — AI progress is not stoppable or controllable by any government, individual, or corporation✓229_047 resolved hit on 2026-04-29 — Figure's 3,000 B200 GPU cluster is coming online for Helix pre-training with much larger GPUs planne✓IND_021 resolved hit on 2026-04-29 — February 2026 realized forecast: AI automation capabilities necessitated severe operational restruct✓SEM_048 resolved hit on 2026-04-30 — OpenAI restructured into a $500 billion colossus by removing profit caps for investors (to support S✓SPC_008 resolved hit on 2026-04-29 — SpaceX milestone-delivery statistics: 16% on-time, 31% late, 53% undelivered overall — planetary mil✓SPC_025 resolved hit on 2026-04-29 — Critical misalignment in the AI industry: approximately 300 AI capabilities researchers for every on✓232_021 resolved hit on 2026-04-29 — No chance AI will be paused in the next three years given current administration and China competiti✓241_006 resolved hit on 2026-04-29 — Everyone is out of hardware and electricity due to AI boom✓AUT_019 resolved hit on 2026-04-29 — Weil's April 2026 exit from OpenAI VP of Science signals critical juncture — as AI transitions from ✓234_012 resolved hit on 2026-04-29 — Anthropic revenue will cross OpenAI revenue in middle of 2026✓242_015 resolved hit on 2026-04-29 — Full autonomy achieved within 2 years before Salim's son gets driver's license✓233_020 resolved hit on 2026-04-29 — Texas Sports Academy will operate at $300/month per parent using Texas billion-dollar voucher progra✓CMQ_043 resolved hit on 2026-04-29 — In complex Agentic AI workloads, CPU-side processing accounts for 50-90% of end-to-end latency — val✓246_038 resolved hit on 2026-04-29 — Data centers are driving frontier labs into space (orbital data centers).✓238_041 resolved hit on 2026-04-29 — Apple will eventually integrate highly competent private frontier models into its OS (when not if)✓247_042 resolved hit on 2026-04-29 — Professional Robotics League first US match on April 19, 2026 in Boston✓AUT_017 resolved hit on 2026-04-29 — Defining 2023-2026 shift: maturation of 'Agentic AI' via heavy fine-tuning of pre-trained LLMs using✓IND_013 resolved hit on 2026-04-29 — General intelligence requires systems capable of solving tasks across multidimensional continuous do✓AI_016 resolved hit on 2026-04-29 — The 'cost of intelligence' collapse has officially superseded traditional Moore's Law dynamics — an ✓CMQ_053 resolved hit on 2026-04-30 — Figure AI secured $675M Series B in 2024 and partnered commercially with BMW — addressing skilled-la✓AI_010 resolved hit on 2026-04-29 — The 2026 development landscape has entered the 'Slopacolypse' — AI writes the vast majority of new c✓CYB_018 resolved hit on 2026-04-29 — Figure AI valuation has eclipsed $39 billion by early 2026 — surpassing SpaceX's 2020 valuation — ba✓247_058 resolved hit on 2026-04-29 — Jury selection begins April 27, 2026 for Musk v OpenAI trial✓235_002 resolved hit on 2026-04-29 — Anthropic will exceed OpenAI in revenue this year (2026).✓245_012 resolved hit on 2026-04-29 — UAE's Biovault is a nine-figure initiative for both Colossal and the UAE✓CYB_026 resolved hit on 2026-04-29 — The initial assumption that the United States can maintain a durable long-term 'moat' based purely o✓246_047 resolved hit on 2026-04-29 — Anthropic ARR reached $30B, surpassing OpenAI's $24-25B.✓FUT_003 resolved hit on 2026-04-29 — Superforecaster consensus assigns 0.38% probability to AI-driven human extinction by 2100 vs domain-✓ROB_006 resolved hit on 2026-04-29 — 'English is the hottest new programming language' — natural language becomes the dominant programmin✓ROB_012 resolved hit on 2026-04-29 — The ultimate bottleneck for global robotics deployment is NOT software architecture but physical GPU✓INF_019 resolved hit on 2026-04-29 — A modern hyperscale AI data center can consume up to 5 million gallons of freshwater per day for eva✓INF_033 resolved hit on 2026-04-29 — Technology conglomerates have mobilized unprecedented political capital to ensure AI-friendly regula✓SEM_039 resolved hit on 2026-04-29 — Block unveiled proprietary Bitcoin mining ASIC at 709 Terahashes/second (TH/s) — leading indicator f✓SEM_042 resolved hit on 2026-04-29 — 2025 will be the definitive year that agentic systems finally hit the mainstream.✓INF_039 resolved hit on 2026-04-29 — Consumer-facing AI hardware shortages will worsen: high-Unified-Memory Apple Mac Studio lead times n✓229_013 resolved hit on 2026-04-29 — The next 12-18 months will be the largest AI transformation ever seen.✓248_040 resolved hit on 2026-04-29 — Pausing AI will fail and only accelerate race dynamics.✓248_005 resolved hit on 2026-04-29 — V3 Starlink satellites will deliver over 1 TB/s downlink and 200+ Gbps uplink each.✓ROB_016 resolved hit on 2026-04-29 — Block executed massive layoffs explicitly reframing the company as a 'smaller, faster, intelligence-✓CMQ_038 resolved hit on 2026-12-31 — Micron has initiated HVM production of HBM4 36GB module delivering 2.8 TB/s bandwidth — optimized to✓235_038 resolved hit on 2026-04-29 — David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026.✓SEM_011 resolved hit on 2026-04-30 — Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanc✓SEM_014 resolved hit on 2026-04-30 — Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil f✓237_028 resolved hit on 2026-04-29 — Abundance Summit will live-stream Eric Schmidt, Uber CEO Dara Khosrowshahi, and a WTF Moonshot podca✓238_072 resolved hit on 2026-04-29 — Small-to-large model scaling time has collapsed from 6-12 months to 6 days✓232_014 resolved hit on 2026-04-29 — Recursive self-improvement is already here, not 12 months away.✓241_052 resolved hit on 2026-04-29 — Standard AI data centers being built at 400 MW scale, half-mile long✓245_025 resolved hit on 2026-04-29 — Colossal gene editing efficiency has risen from 15% industry / 40% internal to 90% at hundreds of ed✓SPC_014 resolved hit on 2026-04-29 — Starlink constitutes 65% of all active satellites globally by 2026 — making LEO operational manageme✓248_003 resolved hit on 2026-04-29 — SpaceX plans to launch 40,000 V3 Starlink satellites and then 120,000 V4 satellites.✓SPC_031 resolved hit on 2026-04-29 — SpaceX's reusability program has driven the cost per kilogram to Low Earth Orbit from $15,600 in 200✓229_028 resolved hit on 2026-04-29 — Figure will NOT license out its neural net or hardware IP to third-party form-factor builders.✓CYB_015 resolved hit on 2026-04-29 — The human hiring process becomes progressively distorted as autonomous bot agents actively screen re✓CYB_009 resolved hit on 2026-04-29 — Hardware-software alignment will force widespread foundational-codebase rewrites — exemplified by Mi✓CYB_029 resolved hit on 2026-04-29 — Corporate API providers will increasingly restrict third-party agent harnesses (exemplified by Anthr✓SEM_029 resolved hit on 2026-04-29 — Blackwell RTX PRO 5000 (72GB) engineered with 50% memory boost over previous generation — deliberate✓INF_049 resolved hit on 2026-04-29 — Modern AI data centers are no longer server farms but "gigawatt factories"; energy — not silicon sup✓INF_065 resolved hit on 2026-04-29 — Uber has committed an initial $100 million specifically to develop EV charging infrastructure tailor✓SEM_008 resolved hit on 2026-04-29 — Training runs costing $10 billion for a single model will commence sometime in 2025.✓SEM_012 resolved hit on 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying✓SEM_027 resolved hit on 2026-04-29 — Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap ✓SPC_004 resolved hit on 2026-04-29 — Rocket Lab USA (RKLB) will leverage its dominance in the small-to-medium launch market — 2025 revenu✓SPC_006 resolved hit on 2026-04-29 — Starlink exceeded 10 million active global subscribers by February 2026, generating estimated annual✓231_002 resolved miss on 2026-04-29 — Grok 5 launches in March with massive expansion in training set, parameters, and capability.✗231_018 resolved miss on 2026-04-29 — Blitz will switch to next generation model in late March 2026.✗235_008 resolved miss on 2026-04-29 — Anthropic/OpenAI will be forced to release first-party OpenClaw competitor in next couple months.✗244_020 resolved partial on 2026-05-01 — Need for driver's licenses is going to collapse over the next few years◐239_033 resolved partial on 2026-05-21 — Optimus 3 will be by far the most advanced robot in the world◐INF_058 resolved partial on 2026-05-01 — The electrical grid topology will transition from centralized to highly decentralized: localized sol◐232_003 resolved partial on 2026-05-10 — AI will make workers 3x more productive, effectively reducing headcount by two-thirds unless compani◐236_033 resolved partial on 2026-05-17 — Pie will grow very quickly as AI does work of millions of humans in hours◐SEM_041 resolved partial on 2026-05-17 — At least 100,000 personal AI robots will be preordered in 2025 (driven by speech/vision/dexterity ad◐AI_028 resolved partial on 2026-05-01 — Decentralized offline messaging via Bluetooth Low Energy (BLE) mesh networks — exemplified by Dorsey◐238_020 resolved partial on 2026-05-01 — Math field is 'cooked' — AI will solve research-level mathematics (first open hard math problem immi◐231_031 resolved partial on 2026-05-10 — OpenAI planning $100B infrastructure spend, going public this year at $1T valuation.◐CMQ_036 resolved partial on 2026-12-31 — SK Hynix will maintain industry HBM lead, capturing >50% of NVIDIA's total HBM procurement (HBM3E + ◐246_001 resolved partial on 2026-09-30 — SpaceX will IPO at $2 trillion valuation, raising $75 billion as largest IPO in history.◐AI_021 resolved partial on 2026-05-03 — The 2026-2027 window is the 'Great Disemboweling' of white-collar employment — millions of mid-caree◐246_008 resolved partial on 2026-05-01 — Elon Musk will merge SpaceX and XAI (with Tesla) within a year (Peter's view).◐247_023 resolved partial on 2026-05-17 — AI will be able to do everything a white collar worker does imminently◐245_008 resolved partial on 2026-05-24 — More direwolves will be produced after initial Romulus and Remus◐INF_005 resolved partial on 2026-05-01 — Skilled trade labor (welders, HVAC, electricians, plumbers, heavy-equipment operators, network techn◐INF_029 resolved partial on 2026-05-03 — Enterprise AI will shift the software economy from licensing to 'outcome-based economics' — corporat◐246_005 resolved partial on 2026-05-10 — OpenAI and Anthropic IPOs will head toward $1 trillion valuations.◐INF_036 resolved partial on 2026-05-01 — AI will develop a 'kinetic' edge where capital assets (drones, autonomous vehicles, agricultural rob◐SEM_049 resolved partial on 2026-05-24 — AI will soon fully automate software engineering, achieving massive cost reductions via iterative se◐ROB_002 resolved partial on 2025-12-31 — 99% of code generation will be entirely automated by the end of 2025 — the elimination of the primar◐INF_004 resolved partial on 2026-05-17 — China has massive latent 'ghost data center' capacity — fully powered facilities sitting empty await◐SEM_033 resolved partial on 2026-05-10 — AI is gaining the capability to autonomously conduct original physics research (e.g., GPT-5.2 Pro pr◐INF_060 resolved partial on 2026-05-10 — Three new battery chemistries beyond lithium-ion will commercialize in 2026 — signaling a definitive◐SEM_002 resolved partial on 2026-05-21 — By 2025-2026, AI model outputs will outpace the cognitive capabilities of college graduates (driven ◐SEM_022 resolved partial on 2026-05-01 — FP4 / ternary-weight architectures decouple AI capability from raw transistor density — embargoed na◐SEM_021 resolved partial on 2026-05-10 — Largest AI models will see a 100x leap in size by 2026, driven largely by Chinese research efforts u◐SEM_037 resolved partial on 2026-05-17 — For any job you can do on the other side of a screen, AI will probably be able to do it better, fast◐SEM_040 resolved partial on 2026-05-03 — Bitcoin treasury/business strategy allows companies to outpace rival enterprise software firms by 10◐SEM_045 resolved partial on 2026-05-03 — Traditional corporate structures will move rapidly toward AI-native operating models by 2026 — forci◐CYB_003 resolved partial on 2026-05-17 — Localized, ungoverned multi-agent networks will spontaneously generate their own social networks, go◐INF_008 resolved partial on 2026-05-01 — Leading AI model intelligence has been improving by roughly 2.5 IQ points per month since May 2024 —◐INF_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 2027FebMarAprMayJuntodaypre #6 · hit · 2026-04-29 — Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinnedpre #5 · hit · 2026-04-29 — Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decpre #4 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cupre #3 · pending · 2026-06-25 — Nvidia agreed to remit 15% of China chip-sale revenue directly to US government in exchange for reversing specific AI chpre #2 · pending · 2026-06-30 — Figure 02 sustained autonomous operation milestone (≥ 4-5 hr continuous neural-net runtime in unstructured tasks)pre #1 · pending · 2026-11-30 — Figure 03 (next-gen platform) public unveil or technical previewcascade #1 · pending · 2027-02-14 — Figure demonstrates multi-task generalization in an unseen home environment for ≥ 1 daycascade #2 · pending · 2027-05-17 — Figure home pilot expansion announcement ("tens of units" deployed to non-employee households)cascade #3 · pending · 2028-06-25 — We're exiting the industrial age permanently as recursive self-improvement unfolds.cascade #4 · pending · 2028-07-20 — Superhuman AI will make BCI-enhanced humans irrelevant compared to AI 2 years from today.cascade #5 · pending · 2030-09-27 — Most large companies' business models will be disrupted in 2-5 yearscascade #6 · pending · 2063-06-21 — Peter's 14-year-old son Milan will never get a driver's license.pre #6 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out)pre #5 · hit · 2026-04-29 — David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026.pre #4 · pending · 2026-06-30 — PwC ChatGPT Enterprise reseller volume scales as Big-4 AI revenue linepre #3 · pending · 2026-12-31 — Big-4 + MBB collective AI investment crosses $15B cumulativepre #2 · pending · 2027-02-14 — OpenAI consulting division pressures Big-4 advisory pricingpre #1 · pending · 2027-04-01 — Accenture AI Refinery client count crosses 5,000 enterprisescascade #1 · pending · 2027-10-01 — Big-4 advisory revenue grows >=20% YoY driven by AI transformation contractscascade #2 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.cascade #3 · pending · 2034-09-16 — Dragonfly nuclear-powered octicopter arrives at Titan in 2034.cascade #4 · pending · 2036-09-06 — Moon base will exist in 10 yearscascade #5 · pending · 2039-09-22 — True artificial general intelligence will be achieved between 2032 and 2042 — 'first we solve AI, then use AI to solve ecascade #6 · pending · 2040-07-06 — TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040pre #6 · hit · 2026-04-29 — 2025 will be the definitive year that agentic systems finally hit the mainstream.pre #5 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out)pre #4 · hit · 2026-04-29 — David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026.pre #3 · pending · 2026-10-15 — Big Four publicly disclose AI agent doing audit work (workpaper generation / variance analysis)pre #2 · pending · 2027-03-17 — Cumulative Big Four audit-tech headcount reduction >=50% from 2024 baselinepre #1 · pending · 2027-03-17 — PCAOB or SEC publishes guidance on AI-assisted audit reliancecascade #1 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.cascade #2 · pending · 2034-09-16 — Dragonfly nuclear-powered octicopter arrives at Titan in 2034.cascade #3 · pending · 2036-09-06 — Moon base will exist in 10 yearscascade #4 · pending · 2039-09-22 — True artificial general intelligence will be achieved between 2032 and 2042 — 'first we solve AI, then use AI to solve ecascade #5 · pending · 2040-07-06 — TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040pre #6 · hit · 2026-04-29 — Training runs costing $10 billion for a single model will commence sometime in 2025.pre #5 · hit · 2026-04-29 — 2025 will be the definitive year that agentic systems finally hit the mainstream.pre #4 · hit · 2026-04-29 — Jury selection begins April 27, 2026 for Musk v OpenAI trialpre #3 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out)pre #2 · pending · 2026-12-15 — OASI trust fund exhaustion projection holds at FY2032pre #1 · pending · 2026-12-15 — AI displacement layoffs cross 100,000 cumulative since 2024cascade #1 · pending · 2027-06-16 — Brookings/IMF/McKinsey publish AI payroll-tax-base shrinkage estimatecascade #2 · pending · 2027-09-16 — Federal robot/AI tax legislation introduced in Congresscascade #3 · pending · 2028-09-30 — OASI trust fund exhaustion accelerated to <FY2030 in Trustees Reportpre #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 — 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 — 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 — 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 · 2026-04-23 — GPT-5.5 ships as new leading AI modelpre #5 · hit · 2026-04-24 — DeepSeek V4 ships at 1 trillion parameterspre #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 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cucascade #1 · pending · 2026-09-15 — Frontier labs shift narrative away from raw parameters toward reasoning computecascade #2 · pending · 2026-10-31 — 100x raw parameter growth claim verified or refuted via 2026 disclosurescascade #3 · pending · 2028-06-25 — We're exiting the industrial age permanently as recursive self-improvement unfolds.cascade #4 · pending · 2030-09-27 — Most large companies' business models will be disrupted in 2-5 yearscascade #5 · pending · 2063-06-21 — Peter's 14-year-old son Milan will never get a driver's license.pre #6 · hit · 2026-04-23 — GPT-5.5 ships as new leading AI modelpre #5 · hit · 2026-04-24 — DeepSeek V4 ships at 1 trillion parameterspre #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 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cucascade #1 · pending · 2026-09-15 — Frontier labs shift narrative away from raw parameters toward reasoning computecascade #2 · pending · 2026-10-31 — 100x raw parameter growth claim verified or refuted via 2026 disclosurescascade #3 · pending · 2028-06-25 — We're exiting the industrial age permanently as recursive self-improvement unfolds.cascade #4 · pending · 2030-09-27 — Most large companies' business models will be disrupted in 2-5 yearscascade #5 · pending · 2063-06-21 — Peter's 14-year-old son Milan will never get a driver's license.pre #6 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cupre #5 · pending · 2026-06-25 — Nvidia agreed to remit 15% of China chip-sale revenue directly to US government in exchange for reversing specific AI chpre #4 · pending · 2026-06-30 — Colorado AI Act (SB 24-205) takes effect imposing duty of care on high-risk AI systemspre #3 · pending · 2026-07-02 — 5+ states pass binding AI workforce/employment laws by year-end 2026pre #2 · pending · 2026-07-16 — AI Workforce PREPARE Act (S.3339) advances out of Senate committeepre #1 · pending · 2026-08-16 — Congress passes a comprehensive federal AI law in 2026cascade #1 · pending · 2027-03-17 — AI-related crisis or major harm event triggers reactive emergency legislationcascade #2 · pending · 2028-06-25 — We're exiting the industrial age permanently as recursive self-improvement unfolds.cascade #3 · pending · 2030-09-27 — Most large companies' business models will be disrupted in 2-5 yearscascade #4 · pending · 2063-06-21 — Peter's 14-year-old son Milan will never get a driver's license.pre #6 · hit · 2026-04-29 — Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanced AI chips.pre #5 · hit · 2026-04-29 — Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinnedpre #4 · hit · 2026-04-29 — Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decpre #3 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cupre #2 · pending · 2026-06-07 — Digital AI Omnibus deferral negotiation outcomepre #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 · 2026-08-02 — EU AI Act high-risk obligations enter into application August 2, 2026cascade #2 · pending · 2026-08-15 — G7 / G20 publish coordinated AI governance frameworkcascade #3 · pending · 2026-08-16 — Chinese-origin frontier model achieves frontier capability (Gemini 3 / GPT-5.5 parity)cascade #4 · pending · 2026-12-15 — US executive order or Congress passes federal AI governance baselinecascade #5 · pending · 2028-06-25 — We're exiting the industrial age permanently as recursive self-improvement unfolds.cascade #6 · pending · 2030-09-27 — Most large companies' business models will be disrupted in 2-5 yearscascade #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 · 2026-04-23 — Gemini 3 / Claude Opus 4.7 / GPT-5.5 frontier benchmark releases all within 6 monthspre #5 · hit · 2026-04-29 — SpaceX plans to launch 40,000 V3 Starlink satellites and then 120,000 V4 satellites.pre #4 · hit · 2026-04-29 — V3 Starlink satellites will deliver over 1 TB/s downlink and 200+ Gbps uplink each.pre #3 · overdue · 2026-05-28 — SpaceX IPO anticipated potentially as early as next month (April 2026).pre #2 · pending · 2026-06-14 — SpaceX (now including xAI) IPO road show begins June 2026pre #1 · pending · 2026-06-18 — SpaceX road show will begin in June 2026.cascade #1 · pending · 2026-07-01 — Moonshots podcast publishes >2 episodes per week through Q3 2026cascade #2 · pending · 2026-08-31 — Public sentiment / media usage of 'singularity' language spikes in 2026cascade #3 · pending · 2027-06-20 — Artemis 3 crewed mission to low earth orbit in 2027 (rendezvous/docking tests).cascade #4 · pending · 2028-09-25 — Artemis 4 crewed moon landing mission to south pole in early 2028.cascade #5 · pending · 2030-06-16 — Data center regulation in NY/elsewhere will accelerate moving compute to orbit (Dyson swarm).cascade #6 · pending · 2030-06-22 — Everyone (China included) will want their own Dyson swarms/Saturnian rings in solar-synchronous orbit.pre #6 · hit · 2026-04-23 — Gemini 3 / Claude Opus 4.7 / GPT-5.5 frontier benchmark releases all within 6 monthspre #5 · hit · 2026-04-29 — SpaceX plans to launch 40,000 V3 Starlink satellites and then 120,000 V4 satellites.pre #4 · hit · 2026-04-29 — V3 Starlink satellites will deliver over 1 TB/s downlink and 200+ Gbps uplink each.pre #3 · overdue · 2026-05-28 — SpaceX IPO anticipated potentially as early as next month (April 2026).pre #2 · pending · 2026-06-14 — SpaceX (now including xAI) IPO road show begins June 2026pre #1 · pending · 2026-06-18 — SpaceX road show will begin in June 2026.cascade #1 · pending · 2026-07-01 — Moonshots podcast publishes >2 episodes per week through Q3 2026cascade #2 · pending · 2026-08-31 — Public sentiment / media usage of 'singularity' language spikes in 2026cascade #3 · pending · 2027-06-20 — Artemis 3 crewed mission to low earth orbit in 2027 (rendezvous/docking tests).cascade #4 · pending · 2028-09-25 — Artemis 4 crewed moon landing mission to south pole in early 2028.cascade #5 · pending · 2030-06-16 — Data center regulation in NY/elsewhere will accelerate moving compute to orbit (Dyson swarm).cascade #6 · pending · 2030-06-22 — Everyone (China included) will want their own Dyson swarms/Saturnian rings in solar-synchronous orbit.pre #6 · hit · 2026-04-23 — Gemini 3 / Claude Opus 4.7 / GPT-5.5 frontier benchmark releases all within 6 monthspre #5 · hit · 2026-04-29 — SpaceX plans to launch 40,000 V3 Starlink satellites and then 120,000 V4 satellites.pre #4 · hit · 2026-04-29 — V3 Starlink satellites will deliver over 1 TB/s downlink and 200+ Gbps uplink each.pre #3 · overdue · 2026-05-28 — SpaceX IPO anticipated potentially as early as next month (April 2026).pre #2 · pending · 2026-06-14 — SpaceX (now including xAI) IPO road show begins June 2026pre #1 · pending · 2026-06-18 — SpaceX road show will begin in June 2026.cascade #1 · pending · 2026-07-01 — Moonshots podcast publishes >2 episodes per week through Q3 2026cascade #2 · pending · 2026-08-31 — Public sentiment / media usage of 'singularity' language spikes in 2026cascade #3 · pending · 2027-06-20 — Artemis 3 crewed mission to low earth orbit in 2027 (rendezvous/docking tests).cascade #4 · pending · 2028-09-25 — Artemis 4 crewed moon landing mission to south pole in early 2028.cascade #5 · pending · 2030-06-16 — Data center regulation in NY/elsewhere will accelerate moving compute to orbit (Dyson swarm).cascade #6 · pending · 2030-06-22 — Everyone (China included) will want their own Dyson swarms/Saturnian rings in solar-synchronous orbit.pre #6 · hit · 2026-04-23 — Gemini 3 / Claude Opus 4.7 / GPT-5.5 frontier benchmark releases all within 6 monthspre #5 · hit · 2026-04-29 — SpaceX plans to launch 40,000 V3 Starlink satellites and then 120,000 V4 satellites.pre #4 · hit · 2026-04-29 — V3 Starlink satellites will deliver over 1 TB/s downlink and 200+ Gbps uplink each.pre #3 · overdue · 2026-05-28 — SpaceX IPO anticipated potentially as early as next month (April 2026).pre #2 · pending · 2026-06-14 — SpaceX (now including xAI) IPO road show begins June 2026pre #1 · pending · 2026-06-18 — SpaceX road show will begin in June 2026.cascade #1 · pending · 2026-07-01 — Moonshots podcast publishes >2 episodes per week through Q3 2026cascade #2 · pending · 2026-08-31 — Public sentiment / media usage of 'singularity' language spikes in 2026cascade #3 · pending · 2027-06-20 — Artemis 3 crewed mission to low earth orbit in 2027 (rendezvous/docking tests).cascade #4 · pending · 2028-09-25 — Artemis 4 crewed moon landing mission to south pole in early 2028.cascade #5 · pending · 2030-06-16 — Data center regulation in NY/elsewhere will accelerate moving compute to orbit (Dyson swarm).cascade #6 · pending · 2030-06-22 — Everyone (China included) will want their own Dyson swarms/Saturnian rings in solar-synchronous orbit.pre #6 · pending · 2026-10-12 — Q2 window check-in (50%)pre #5 · pending · 2027-01-03 — Q3 window check-in (75%)pre #4 · pending · 2027-01-30 — AlphaFold/Isomorphic-style AI lab partnership produces clinical Phase-I trial drugpre #3 · pending · 2027-01-30 — AI-discovered superconductor material independently verifiedpre #2 · pending · 2027-03-17 — Frontier lab discloses >=$10B revenue from a non-chat product (drug discovery / materials / robotics)pre #1 · pending · 2027-03-17 — AI fusion-control breakthrough: ITER-class plasma stability gain attributed to RLpre #5 · hit · 2026-04-30 — OpenAI's IMO-gold-medal model remains unreleased months after milestonepre #4 · pending · 2026-07-28 — Q1 window check-in (25%)pre #3 · pending · 2026-10-25 — Q2 window check-in (50%)pre #2 · pending · 2027-01-22 — Q3 window check-in (75%)pre #1 · pending · 2027-01-30 — Frontier lab publicly admits internal-deployment-only model with significant capability gap vs released modelscascade #1 · pending · 2027-05-02 — AI R&D acceleration measurable: lab discloses >=20% productivity gain from internal model usecascade #2 · pending · 2027-05-02 — Public-vs-internal capability gap formally widens to >=6 months on a major benchmarkcascade #3 · pending · 2027-05-02 — Government / regulator demands disclosure of internal-deployed capabilitiespre #5 · hit · 2026-04-30 — OpenAI's IMO-gold-medal model remains unreleased months after milestonepre #4 · pending · 2026-07-28 — Q1 window check-in (25%)pre #3 · pending · 2026-10-25 — Q2 window check-in (50%)pre #2 · pending · 2027-01-22 — Q3 window check-in (75%)pre #1 · pending · 2027-01-30 — Frontier lab publicly admits internal-deployment-only model with significant capability gap vs released modelscascade #1 · pending · 2027-05-02 — AI R&D acceleration measurable: lab discloses >=20% productivity gain from internal model usecascade #2 · pending · 2027-05-02 — Public-vs-internal capability gap formally widens to >=6 months on a major benchmarkcascade #3 · pending · 2027-05-02 — Government / regulator demands disclosure of internal-deployed capabilitiespre #5 · hit · 2026-04-30 — OpenAI's IMO-gold-medal model remains unreleased months after milestonepre #4 · pending · 2026-07-28 — Q1 window check-in (25%)pre #3 · pending · 2026-10-25 — Q2 window check-in (50%)pre #2 · pending · 2027-01-22 — Q3 window check-in (75%)pre #1 · pending · 2027-01-30 — Frontier lab publicly admits internal-deployment-only model with significant capability gap vs released modelscascade #1 · pending · 2027-05-02 — AI R&D acceleration measurable: lab discloses >=20% productivity gain from internal model usecascade #2 · pending · 2027-05-02 — Public-vs-internal capability gap formally widens to >=6 months on a major benchmarkcascade #3 · pending · 2027-05-02 — Government / regulator demands disclosure of internal-deployed capabilitiespre #5 · hit · 2026-04-30 — OpenAI's IMO-gold-medal model remains unreleased months after milestonepre #4 · pending · 2026-07-28 — Q1 window check-in (25%)pre #3 · pending · 2026-10-25 — Q2 window check-in (50%)pre #2 · pending · 2027-01-22 — Q3 window check-in (75%)pre #1 · pending · 2027-01-30 — Frontier lab publicly admits internal-deployment-only model with significant capability gap vs released modelscascade #1 · pending · 2027-05-02 — AI R&D acceleration measurable: lab discloses >=20% productivity gain from internal model usecascade #2 · pending · 2027-05-02 — Public-vs-internal capability gap formally widens to >=6 months on a major benchmarkcascade #3 · pending · 2027-05-02 — Government / regulator demands disclosure of internal-deployed capabilitiespre #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 · pending · 2026-07-27 — Q1 window check-in (25%)pre #5 · pending · 2026-10-24 — Q2 window check-in (50%)pre #4 · pending · 2026-10-31 — Gartner: 40% of enterprise apps embed AI agents by end of 2026pre #3 · pending · 2026-12-15 — Cascade: Major SaaS vendor publishes 'agent-first' API spec / agent.md standardpre #2 · pending · 2027-01-21 — Q3 window check-in (75%)pre #1 · pending · 2027-01-30 — Cascade: Agent-driven traffic exceeds 10% of API volume on a major dev platformpre #5 · pending · 2026-07-19 — Q1 window check-in (25%)pre #4 · pending · 2026-10-08 — Q2 window check-in (50%)pre #3 · pending · 2026-12-27 — Q3 window check-in (75%)pre #2 · pending · 2026-12-31 — Gartner: 40% of enterprise apps include task-specific AI agents by end-2026pre #1 · pending · 2026-12-31 — Worldwide AI spending crosses $2.5T in 2026cascade #1 · pending · 2027-05-17 — Cumulative deployed AI agent count crosses 10 billion (active provisioned)cascade #2 · pending · 2028-03-16 — Active deployed AI agents exceed human population (8B agents)cascade #3 · pending · 2029-07-01 — 1 trillion AI agents threshold — Diamandis specific targetpre #6 · hit · 2026-04-29 — 2025 will be the definitive year that agentic systems finally hit the mainstream.pre #5 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out)pre #4 · hit · 2026-04-29 — David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026.pre #3 · pending · 2026-11-14 — Goldman Sachs / BLS update to AI-displacement model showing 25% of work hours automatedpre #2 · pending · 2026-12-15 — Nvidia-style productivity case study replicates — second Fortune-100 company shows revenue/headcount decouplingpre #1 · pending · 2027-01-30 — BLS Business Formation Statistics show ≥ 5x acceleration in new business applications (gates the "5x more companies" clacascade #1 · pending · 2027-09-30 — US unemployment rate remains within ±1pp of pre-AI baseline through end of target window (employment-flat check)cascade #2 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.cascade #3 · pending · 2034-09-16 — Dragonfly nuclear-powered octicopter arrives at Titan in 2034.cascade #4 · pending · 2036-09-06 — Moon base will exist in 10 yearscascade #5 · pending · 2039-09-22 — True artificial general intelligence will be achieved between 2032 and 2042 — 'first we solve AI, then use AI to solve ecascade #6 · pending · 2040-07-06 — TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040pre #6 · hit · 2026-04-27 — ICLR 2026 Workshop on AI with Recursive Self-Improvement convened in Rio (community legitimization)pre #5 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out)pre #4 · pending · 2026-08-07 — Q2 window check-in (50%)pre #3 · pending · 2026-10-15 — AlphaEvolve-class system autonomously discovers novel SOTA algorithm in published paperpre #2 · pending · 2026-10-16 — OpenAI ships intern-level AI research agent (publicly demonstrated or deployed)pre #1 · pending · 2026-11-24 — Q3 window check-in (75%)cascade #1 · pending · 2027-03-17 — Frontier lab "effective workforce" disclosure shows >10x ratio of AI agents to human researcherscascade #2 · pending · 2027-06-01 — Anthropic / OpenAI public claim of "fully automated AI research" pipelinecascade #3 · pending · 2030-07-05 — By 2030, AI models will surpass peak human expert levels across virtually all cognitive domains — onset of true superintcascade #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 · 2036-10-04 — Global economy will be 10x its current size in 10 yearspre #6 · hit · 2026-04-27 — ICLR 2026 Workshop on AI with Recursive Self-Improvement convened in Rio (community legitimization)pre #5 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out)pre #4 · pending · 2026-08-07 — Q2 window check-in (50%)pre #3 · pending · 2026-10-15 — AlphaEvolve-class system autonomously discovers novel SOTA algorithm in published paperpre #2 · pending · 2026-10-16 — OpenAI ships intern-level AI research agent (publicly demonstrated or deployed)pre #1 · pending · 2026-11-24 — Q3 window check-in (75%)cascade #1 · pending · 2027-03-17 — Frontier lab "effective workforce" disclosure shows >10x ratio of AI agents to human researcherscascade #2 · pending · 2027-06-01 — Anthropic / OpenAI public claim of "fully automated AI research" pipelinecascade #3 · pending · 2030-07-05 — By 2030, AI models will surpass peak human expert levels across virtually all cognitive domains — onset of true superintcascade #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 · 2036-10-04 — Global economy will be 10x its current size in 10 yearspre #6 · hit · 2026-03-15 — Musk publicly affirms hard takeoff thesis at Abundance Summit 2026pre #5 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out)pre #4 · overdue · 2026-05-01 — Q2 window check-in (50%)pre #3 · pending · 2026-06-30 — Q3 window check-in (75%)pre #2 · pending · 2026-07-01 — Frontier-lab leader publicly endorses recursive self-improvement timeline by mid-2026pre #1 · pending · 2026-08-16 — Per-week breakthrough cadence visible in independent metricscascade #1 · pending · 2026-12-15 — First publicly disclosed AI system that materially designs its successor model architecturecascade #2 · pending · 2027-01-30 — Hard-takeoff thesis enters mainstream macro discoursecascade #3 · pending · 2028-06-16 — Government path to UBI vanishingly unlikely, but possible outsized asymmetry in 2028cascade #4 · pending · 2028-06-23 — Nick Bostrom: AI can and should be paused but only once we're on the verge of super intelligence.cascade #5 · pending · 2029-04-29 — In 2-3 years, AI will drive energy overabundance enabling free electricity to nearby communities.cascade #6 · pending · 2033-04-24 — Abundance X-Prize to deliver housing, food, energy, connectivity for $250/month in 6-7 yearspre #4 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out)pre #3 · hit · 2026-04-29 — David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026.pre #2 · hit · 2026-04-29 — Pausing AI will fail and only accelerate race dynamics.pre #1 · partial · 2026-05-01 — Math field is 'cooked' — AI will solve research-level mathematics (first open hard math problem imminently)cascade #1 · pending · 2029-04-29 — In 2-3 years, AI will drive energy overabundance enabling free electricity to nearby communities.cascade #2 · pending · 2030-07-05 — By 2030, AI models will surpass peak human expert levels across virtually all cognitive domains — onset of true superintcascade #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 · 2036-10-04 — Global economy will be 10x its current size in 10 yearscascade #6 · pending · 2039-09-22 — True artificial general intelligence will be achieved between 2032 and 2042 — 'first we solve AI, then use AI to solve epre #6 · hit · 2026-02-22 — Sam Altman publicly states AGI 'feels close' or equivalentpre #5 · pending · 2026-07-24 — Q1 window check-in (25%)pre #4 · pending · 2026-09-15 — OpenAI declares 'AI research intern' capability internally achievedpre #3 · pending · 2026-10-18 — Q2 window check-in (50%)pre #2 · pending · 2027-01-11 — Q3 window check-in (75%)pre #1 · pending · 2027-01-30 — Frontier model exceeds human PhD-expert performance on FrontierMath benchmarkcascade #1 · pending · 2027-05-02 — AI system surpasses median-IQ humans across composite benchmarks (>=120 IQ-equivalent)cascade #2 · pending · 2027-05-17 — Independent expert panel declares one major capability domain 'incomprehensibly' beyond top humanpre #6 · pending · 2026-07-28 — Q1 window check-in (25%)pre #5 · pending · 2026-10-25 — Q2 window check-in (50%)pre #4 · pending · 2027-01-22 — Q3 window check-in (75%)pre #3 · pending · 2027-01-30 — AI-discovered longevity candidate enters Phase I clinical trialpre #2 · pending · 2027-03-17 — Isomorphic Labs / Insilico Medicine announces AI-designed clinical candidatepre #1 · pending · 2027-03-17 — AI lab claims demonstrable solution to a major scientific problem (publicly verified)cascade #1 · pending · 2027-07-02 — First country approves AI-designed gene therapy or longevity interventionpre #6 · hit · 2026-04-29 — David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026.pre #5 · hit · 2026-04-30 — Artemis 2 launches April 1, 2026 - circumlunar missionpre #4 · pending · 2026-12-15 — Tesla repurposes Fremont Model S/X line for Optimus productionpre #3 · pending · 2026-12-15 — Optimus units perform measurable factory tasks at Tesla plantspre #2 · pending · 2027-01-14 — Tesla output per employee grows ≥30% YoYpre #1 · pending · 2027-05-17 — Tesla's labor productivity outpaces auto-industry peers by ≥2xcascade #1 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.cascade #2 · pending · 2036-08-14 — People will be on Mars within 10 yearscascade #3 · pending · 2036-09-06 — Moon base will exist in 10 yearscascade #4 · pending · 2037-06-24 — Mass drivers on the moon will shoot AI satellites into deep space; self-sustaining lunar city will follow.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 · pending · 2026-10-15 — Stanford AI Index / similar tracker reports power/energy as primary AI scaling constraintpre #5 · pending · 2026-11-07 — Q2 window check-in (50%)pre #4 · pending · 2026-12-30 — Hyperscaler signs >=1GW nuclear/SMR PPA explicitly framed as 'AI fuel'pre #3 · pending · 2027-01-30 — Major frontier lab publishes paper framing AI optimization in compute/energy units (vs $)pre #2 · pending · 2027-02-10 — Q3 window check-in (75%)pre #1 · pending · 2027-05-02 — AI agent autonomously transacts in non-USD compute resource (token-for-compute, GPU-hour swap)cascade #1 · pending · 2028-01-01 — Cascade: Tokenized compute marketplace (Akash, io.net, Render) hits $1B annualized GMVpre #6 · hit · 2026-04-29 — David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026.pre #5 · hit · 2026-04-30 — Artemis 2 launches April 1, 2026 - circumlunar missionpre #4 · pending · 2026-09-30 — SpaceX FCC application for million-satellite orbital data-center constellation acknowledged / advancedpre #3 · pending · 2026-12-15 — Google CEO restates AI data centers in space target for 2027 with concrete partner / launch slotpre #2 · pending · 2027-01-30 — Peer-reviewed Dyson-swarm / photovoltaic-Dyson-sphere paper published, cited in mainstream tech presspre #1 · pending · 2027-02-14 — Starcloud / orbital compute reaches ≥100kW deployed solar power (sun-energy capture milestone)cascade #1 · pending · 2027-05-17 — Cumulative orbital compute power exceeds 1 MW across operatorscascade #2 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.cascade #3 · pending · 2036-08-14 — People will be on Mars within 10 yearscascade #4 · pending · 2036-09-06 — Moon base will exist in 10 yearscascade #5 · pending · 2037-06-24 — Mass drivers on the moon will shoot AI satellites into deep space; self-sustaining lunar city will follow.cascade #6 · pending · 2039-09-22 — True artificial general intelligence will be achieved between 2032 and 2042 — 'first we solve AI, then use AI to solve epre #6 · pending · 2026-07-26 — Q1 window check-in (25%)pre #5 · hit · 2026-04-29 — Hyperscalers + frontier labs commit >=$1T cumulative AI capex through 2026pre #4 · pending · 2026-10-22 — Q2 window check-in (50%)pre #3 · pending · 2027-01-17 — Q3 window check-in (75%)pre #2 · pending · 2027-01-30 — Compute aggregate exceeds human-brain-equivalent FLOPS across deployed AI fleetpre #1 · pending · 2027-03-17 — First permanent off-Earth compute installation (lunar / Starlink-attached) announcedcascade #1 · pending · 2027-05-02 — Starlink-attached compute / SpaceX 'Starcloud' commercial service goes livecascade #2 · pending · 2027-05-17 — Aggregate AI inference operations exceed measurable human cognitive operations per daypre #6 · pending · 2026-07-28 — Q1 window check-in (25%)pre #5 · pending · 2026-09-15 — Published AI capability progress chart shows visible second S-curve onset (reasoning models)pre #4 · pending · 2026-10-25 — Q2 window check-in (50%)pre #3 · pending · 2026-12-15 — RL-from-verifiable-reward / reasoning S-curve produces measurable benchmark step-uppre #2 · pending · 2027-01-22 — Q3 window check-in (75%)pre #1 · pending · 2027-01-30 — Public capability-progress narrative shifts from 'chinchilla scaling' to 'overlapping curves'cascade #1 · pending · 2027-05-01 — Diffusion / world-model-based architecture launches as third S-curvepre #6 · pending · 2026-07-28 — Q1 window check-in (25%)pre #5 · pending · 2026-09-15 — Published AI capability progress chart shows visible second S-curve onset (reasoning models)pre #4 · pending · 2026-10-25 — Q2 window check-in (50%)pre #3 · pending · 2026-12-15 — RL-from-verifiable-reward / reasoning S-curve produces measurable benchmark step-uppre #2 · pending · 2027-01-22 — Q3 window check-in (75%)pre #1 · pending · 2027-01-30 — Public capability-progress narrative shifts from 'chinchilla scaling' to 'overlapping curves'cascade #1 · pending · 2027-05-01 — Diffusion / world-model-based architecture launches as third S-curvepre #6 · pending · 2026-07-28 — Q1 window check-in (25%)pre #5 · pending · 2026-09-15 — Published AI capability progress chart shows visible second S-curve onset (reasoning models)pre #4 · pending · 2026-10-25 — Q2 window check-in (50%)pre #3 · pending · 2026-12-15 — RL-from-verifiable-reward / reasoning S-curve produces measurable benchmark step-uppre #2 · pending · 2027-01-22 — Q3 window check-in (75%)pre #1 · pending · 2027-01-30 — Public capability-progress narrative shifts from 'chinchilla scaling' to 'overlapping curves'cascade #1 · pending · 2027-05-01 — Diffusion / world-model-based architecture launches as third S-curvepre #6 · pending · 2026-07-28 — Q1 window check-in (25%)pre #5 · pending · 2026-09-15 — Published AI capability progress chart shows visible second S-curve onset (reasoning models)pre #4 · pending · 2026-10-25 — Q2 window check-in (50%)pre #3 · pending · 2026-12-15 — RL-from-verifiable-reward / reasoning S-curve produces measurable benchmark step-uppre #2 · pending · 2027-01-22 — Q3 window check-in (75%)pre #1 · pending · 2027-01-30 — Public capability-progress narrative shifts from 'chinchilla scaling' to 'overlapping curves'cascade #1 · pending · 2027-05-01 — Diffusion / world-model-based architecture launches as third S-curvepre #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 · 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 #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 · 2026-04-24 — 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 · 2026-04-24 — 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 · 2026-04-24 — 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 — Recursive self-improvement is already happening now (no longer three years out)pre #5 · hit · 2026-04-29 — David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026.pre #4 · hit · 2026-04-29 — Pausing AI will fail and only accelerate race dynamics.pre #3 · hit · 2026-04-27 — DeepSeek V4 not competitive with frontier US modelspre #2 · partial · 2026-05-01 — Math field is 'cooked' — AI will solve research-level mathematics (first open hard math problem imminently)pre #1 · pending · 2026-06-20 — AI will drive an explosion of new religions and AI cults.cascade #1 · hit · 2026-04-30 — China's AI+ initiative targets 90% sector integrationcascade #2 · hit · 2026-04-30 — OpenAI/Anthropic/Google maintain compute-intensive frontier model focuscascade #3 · pending · 2026-09-15 — China expands open-weight model leadership globallycascade #4 · pending · 2029-04-29 — In 2-3 years, AI will drive energy overabundance enabling free electricity to nearby communities.cascade #5 · pending · 2030-07-05 — By 2030, AI models will surpass peak human expert levels across virtually all cognitive domains — onset of true superintcascade #6 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.pre #6 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out)pre #5 · hit · 2026-04-29 — David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026.pre #4 · hit · 2026-04-29 — Pausing AI will fail and only accelerate race dynamics.pre #3 · hit · 2026-04-27 — DeepSeek V4 not competitive with frontier US modelspre #2 · partial · 2026-05-01 — Math field is 'cooked' — AI will solve research-level mathematics (first open hard math problem imminently)pre #1 · pending · 2026-06-20 — AI will drive an explosion of new religions and AI cults.cascade #1 · hit · 2026-04-30 — China's AI+ initiative targets 90% sector integrationcascade #2 · hit · 2026-04-30 — OpenAI/Anthropic/Google maintain compute-intensive frontier model focuscascade #3 · pending · 2026-09-15 — China expands open-weight model leadership globallycascade #4 · pending · 2029-04-29 — In 2-3 years, AI will drive energy overabundance enabling free electricity to nearby communities.cascade #5 · pending · 2030-07-05 — By 2030, AI models will surpass peak human expert levels across virtually all cognitive domains — onset of true superintcascade #6 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.pre #6 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out)pre #5 · hit · 2026-04-29 — David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026.pre #4 · hit · 2026-04-29 — Pausing AI will fail and only accelerate race dynamics.pre #3 · hit · 2026-04-27 — DeepSeek V4 not competitive with frontier US modelspre #2 · partial · 2026-05-01 — Math field is 'cooked' — AI will solve research-level mathematics (first open hard math problem imminently)pre #1 · pending · 2026-06-20 — AI will drive an explosion of new religions and AI cults.cascade #1 · hit · 2026-04-30 — China's AI+ initiative targets 90% sector integrationcascade #2 · hit · 2026-04-30 — OpenAI/Anthropic/Google maintain compute-intensive frontier model focuscascade #3 · pending · 2026-09-15 — China expands open-weight model leadership globallycascade #4 · pending · 2029-04-29 — In 2-3 years, AI will drive energy overabundance enabling free electricity to nearby communities.cascade #5 · pending · 2030-07-05 — By 2030, AI models will surpass peak human expert levels across virtually all cognitive domains — onset of true superintcascade #6 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.pre #6 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out)pre #5 · hit · 2026-04-29 — David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026.pre #4 · hit · 2026-04-29 — Pausing AI will fail and only accelerate race dynamics.pre #3 · hit · 2026-04-27 — DeepSeek V4 not competitive with frontier US modelspre #2 · partial · 2026-05-01 — Math field is 'cooked' — AI will solve research-level mathematics (first open hard math problem imminently)pre #1 · pending · 2026-06-20 — AI will drive an explosion of new religions and AI cults.cascade #1 · hit · 2026-04-30 — China's AI+ initiative targets 90% sector integrationcascade #2 · hit · 2026-04-30 — OpenAI/Anthropic/Google maintain compute-intensive frontier model focuscascade #3 · pending · 2026-09-15 — China expands open-weight model leadership globallycascade #4 · pending · 2029-04-29 — In 2-3 years, AI will drive energy overabundance enabling free electricity to nearby communities.cascade #5 · pending · 2030-07-05 — By 2030, AI models will surpass peak human expert levels across virtually all cognitive domains — onset of true superintcascade #6 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.pre #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 · hit · 2026-02-28 — Klarna reverses AI layoffs, rebuilds human service capacitypre #5 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cupre #4 · hit · 2026-04-29 — Training runs costing $10 billion for a single model will commence sometime in 2025.pre #3 · hit · 2026-04-29 — 2025 will be the definitive year that agentic systems finally hit the mainstream.pre #2 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out)pre #1 · hit · 2026-04-29 — David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026.cascade #1 · pending · 2027-12-31 — Gartner predicts 50% of AI-driven layoffs reverse by 2027cascade #2 · pending · 2029-07-01 — S&P 500 firm publicly confirms running with <=25% historical headcountcascade #3 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.cascade #4 · pending · 2034-09-16 — Dragonfly nuclear-powered octicopter arrives at Titan in 2034.cascade #5 · pending · 2036-09-06 — Moon base will exist in 10 yearscascade #6 · pending · 2039-09-22 — True artificial general intelligence will be achieved between 2032 and 2042 — 'first we solve AI, then use AI to solve epre #6 · 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 · hit · 2026-02-12 — Engineered PETase enzyme paper (Bhattacharya et al.) published in FEBS Journal — highly active polyester degradationpre #5 · pending · 2026-07-20 — Q1 window check-in (25%)pre #4 · pending · 2026-10-10 — Q2 window check-in (50%)pre #3 · pending · 2026-12-15 — PETase/MHETase variant with gut-compatible pH/temperature window (pH 1-7, 37C) demonstratedpre #2 · pending · 2026-12-31 — Q3 window check-in (75%)pre #1 · pending · 2027-03-17 — First published in-vivo (animal model) study of orally-delivered plastic-degrading enzyme on microplastic absorptioncascade #1 · pending · 2027-05-17 — Supplement company / startup announces clinical work toward microplastic-degrading oral productpre #6 · pending · 2026-05-31 — Anthropic closes $50B / ~$900B-valuation funding roundpre #5 · pending · 2026-06-25 — Nvidia agreed to remit 15% of China chip-sale revenue directly to US government in exchange for reversing specific AI chpre #4 · pending · 2026-07-31 — OpenAI confidential S-1 filing with SECpre #3 · pending · 2026-07-31 — OpenAI selects lead underwriters for IPOpre #2 · pending · 2026-10-08 — OpenAI S-1 publicly available; roadshow beginspre #1 · pending · 2026-11-15 — OpenAI begins NYSE/Nasdaq trading by end-2026cascade #1 · pending · 2026-12-30 — Anthropic confidential S-1 filingcascade #2 · pending · 2028-06-25 — We're exiting the industrial age permanently as recursive self-improvement unfolds.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 yearscascade #5 · pending · 2063-06-21 — Peter's 14-year-old son Milan will never get a driver's license.pre #6 · hit · 2026-04-29 — Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanced AI chips.pre #5 · hit · 2026-04-29 — Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinnedpre #4 · hit · 2026-04-29 — Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decpre #3 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cupre #2 · hit · 2026-04-29 — Anthropic weighs $50B round at >=$900B valuationpre #1 · pending · 2026-05-31 — Anthropic board approves the >=$900B roundcascade #1 · pending · 2026-07-31 — Anthropic revenue crosses OpenAI revenue (annualized run-rate)cascade #2 · pending · 2027-01-30 — Anthropic IPO filing or S-1 disclosedcascade #3 · pending · 2028-06-25 — We're exiting the industrial age permanently as recursive self-improvement unfolds.cascade #4 · pending · 2030-09-27 — Most large companies' business models will be disrupted in 2-5 yearspre #6 · hit · 2026-04-29 — Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanced AI chips.pre #5 · hit · 2026-04-29 — Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinnedpre #4 · hit · 2026-04-29 — Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decpre #3 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cupre #2 · hit · 2026-04-29 — Anthropic weighs $50B round at >=$900B valuationpre #1 · pending · 2026-05-31 — Anthropic board approves the >=$900B roundcascade #1 · pending · 2026-07-31 — Anthropic revenue crosses OpenAI revenue (annualized run-rate)cascade #2 · pending · 2027-01-30 — Anthropic IPO filing or S-1 disclosedcascade #3 · pending · 2028-06-25 — We're exiting the industrial age permanently as recursive self-improvement unfolds.cascade #4 · pending · 2030-09-27 — Most large companies' business models will be disrupted in 2-5 yearspre #6 · hit · 2026-04-29 — Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanced AI chips.pre #5 · hit · 2026-04-29 — Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinnedpre #4 · hit · 2026-04-29 — Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decpre #3 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cupre #2 · hit · 2026-04-29 — Anthropic weighs $50B round at >=$900B valuationpre #1 · pending · 2026-05-31 — Anthropic board approves the >=$900B roundcascade #1 · pending · 2026-07-31 — Anthropic revenue crosses OpenAI revenue (annualized run-rate)cascade #2 · pending · 2027-01-30 — Anthropic IPO filing or S-1 disclosedcascade #3 · pending · 2028-06-25 — We're exiting the industrial age permanently as recursive self-improvement unfolds.cascade #4 · pending · 2030-09-27 — Most large companies' business models will be disrupted in 2-5 yearspre #6 · hit · 2026-04-29 — Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanced AI chips.pre #5 · hit · 2026-04-29 — Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinnedpre #4 · hit · 2026-04-29 — Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decpre #3 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cupre #2 · hit · 2026-04-29 — Anthropic weighs $50B round at >=$900B valuationpre #1 · pending · 2026-05-31 — Anthropic board approves the >=$900B roundcascade #1 · pending · 2026-07-31 — Anthropic revenue crosses OpenAI revenue (annualized run-rate)cascade #2 · pending · 2027-01-30 — Anthropic IPO filing or S-1 disclosedcascade #3 · pending · 2028-06-25 — We're exiting the industrial age permanently as recursive self-improvement unfolds.cascade #4 · pending · 2030-09-27 — Most large companies' business models will be disrupted in 2-5 yearspre #6 · hit · 2026-04-29 — Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decpre #5 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cupre #4 · pending · 2026-06-25 — Nvidia agreed to remit 15% of China chip-sale revenue directly to US government in exchange for reversing specific AI chpre #3 · pending · 2026-07-01 — Frontier-model parameter count remains in 1T-10T band (no 100T model released)pre #2 · pending · 2026-07-01 — Industry shift to MoE / smaller dense models confirmedpre #1 · pending · 2026-07-01 — 100T+ parameter dense frontier model released (would falsify)cascade #1 · pending · 2028-06-25 — We're exiting the industrial age permanently as recursive self-improvement unfolds.cascade #2 · pending · 2030-09-27 — Most large companies' business models will be disrupted in 2-5 yearscascade #3 · pending · 2063-06-21 — Peter's 14-year-old son Milan will never get a driver's license.pre #6 · hit · 2026-04-29 — Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinnedpre #5 · hit · 2026-04-29 — Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decpre #4 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cupre #3 · pending · 2026-06-25 — Nvidia agreed to remit 15% of China chip-sale revenue directly to US government in exchange for reversing specific AI chpre #2 · pending · 2026-07-16 — Summer 2026 benchmark composite shows >=10x advance over Jan 2026 baselinepre #1 · pending · 2026-07-16 — Falsification: Summer 2026 benchmarks show <3x improvement (would be NEAR-MISS)cascade #1 · pending · 2026-07-31 — 100x year claim publicly validated by >=1 independent analystcascade #2 · pending · 2028-06-25 — We're exiting the industrial age permanently as recursive self-improvement unfolds.cascade #3 · pending · 2030-09-27 — Most large companies' business models will be disrupted in 2-5 yearscascade #4 · pending · 2063-06-21 — Peter's 14-year-old son Milan will never get a driver's license.pre #6 · hit · 2026-04-29 — Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinnedpre #5 · hit · 2026-04-29 — Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decpre #4 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cupre #3 · pending · 2026-06-25 — Nvidia agreed to remit 15% of China chip-sale revenue directly to US government in exchange for reversing specific AI chpre #2 · pending · 2026-07-16 — Summer 2026 benchmark composite shows >=10x advance over Jan 2026 baselinepre #1 · pending · 2026-07-16 — Falsification: Summer 2026 benchmarks show <3x improvement (would be NEAR-MISS)cascade #1 · pending · 2026-07-31 — 100x year claim publicly validated by >=1 independent analystcascade #2 · pending · 2028-06-25 — We're exiting the industrial age permanently as recursive self-improvement unfolds.cascade #3 · pending · 2030-09-27 — Most large companies' business models will be disrupted in 2-5 yearscascade #4 · pending · 2063-06-21 — Peter's 14-year-old son Milan will never get a driver's license.pre #6 · hit · 2025-12-31 — Six major AI companies decline to submit voluntary transparency reportspre #5 · hit · 2025-12-31 — OpenAI / Anthropic / Google publish zero environmental-impact datapre #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 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cucascade #1 · pending · 2026-12-31 — FMTI 2026 transparency average remains <=45/100 (no reversal)cascade #2 · pending · 2028-06-25 — We're exiting the industrial age permanently as recursive self-improvement unfolds.cascade #3 · pending · 2030-09-27 — Most large companies' business models will be disrupted in 2-5 yearspre #6 · hit · 2025-12-31 — Six major AI companies decline to submit voluntary transparency reportspre #5 · hit · 2025-12-31 — OpenAI / Anthropic / Google publish zero environmental-impact datapre #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 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cucascade #1 · pending · 2026-12-31 — FMTI 2026 transparency average remains <=45/100 (no reversal)cascade #2 · pending · 2028-06-25 — We're exiting the industrial age permanently as recursive self-improvement unfolds.cascade #3 · pending · 2030-09-27 — Most large companies' business models will be disrupted in 2-5 yearspre #6 · hit · 2025-12-31 — Six major AI companies decline to submit voluntary transparency reportspre #5 · hit · 2025-12-31 — OpenAI / Anthropic / Google publish zero environmental-impact datapre #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 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cucascade #1 · pending · 2026-12-31 — FMTI 2026 transparency average remains <=45/100 (no reversal)cascade #2 · pending · 2028-06-25 — We're exiting the industrial age permanently as recursive self-improvement unfolds.cascade #3 · pending · 2030-09-27 — Most large companies' business models will be disrupted in 2-5 yearspre #6 · hit · 2025-12-31 — Six major AI companies decline to submit voluntary transparency reportspre #5 · hit · 2025-12-31 — OpenAI / Anthropic / Google publish zero environmental-impact datapre #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 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cucascade #1 · pending · 2026-12-31 — FMTI 2026 transparency average remains <=45/100 (no reversal)cascade #2 · pending · 2028-06-25 — We're exiting the industrial age permanently as recursive self-improvement unfolds.cascade #3 · pending · 2030-09-27 — Most large companies' business models will be disrupted in 2-5 yearspre #4 · overdue · 2026-02-07 — Q1 window check-in (25%)pre #3 · overdue · 2026-03-16 — Q2 window check-in (50%)pre #2 · overdue · 2026-04-01 — Alex Finn / IT Lounge HIM platform demonstrates 5-agent autonomous corppre #1 · overdue · 2026-04-22 — Q3 window check-in (75%)cascade #1 · pending · 2026-07-01 — Cumulative HIM-generated revenue surpasses $1Mcascade #2 · pending · 2026-09-15 — Second autonomous-corp framework launches (beyond HIM)cascade #3 · pending · 2027-05-02 — Major incumbent (Salesforce, Microsoft, ServiceNow) launches autonomous-corp suitepre #4 · overdue · 2026-02-07 — Q1 window check-in (25%)pre #3 · overdue · 2026-03-16 — Q2 window check-in (50%)pre #2 · overdue · 2026-04-01 — Alex Finn / IT Lounge HIM platform demonstrates 5-agent autonomous corppre #1 · overdue · 2026-04-22 — Q3 window check-in (75%)cascade #1 · pending · 2026-07-01 — Cumulative HIM-generated revenue surpasses $1Mcascade #2 · pending · 2026-09-15 — Second autonomous-corp framework launches (beyond HIM)cascade #3 · pending · 2027-05-02 — Major incumbent (Salesforce, Microsoft, ServiceNow) launches autonomous-corp suitepre #4 · overdue · 2026-02-07 — Q1 window check-in (25%)pre #3 · overdue · 2026-03-16 — Q2 window check-in (50%)pre #2 · overdue · 2026-04-01 — Alex Finn / IT Lounge HIM platform demonstrates 5-agent autonomous corppre #1 · overdue · 2026-04-22 — Q3 window check-in (75%)cascade #1 · pending · 2026-07-01 — Cumulative HIM-generated revenue surpasses $1Mcascade #2 · pending · 2026-09-15 — Second autonomous-corp framework launches (beyond HIM)cascade #3 · pending · 2027-05-02 — Major incumbent (Salesforce, Microsoft, ServiceNow) launches autonomous-corp suitepre #4 · overdue · 2026-02-07 — Q1 window check-in (25%)pre #3 · overdue · 2026-03-16 — Q2 window check-in (50%)pre #2 · overdue · 2026-04-01 — Alex Finn / IT Lounge HIM platform demonstrates 5-agent autonomous corppre #1 · overdue · 2026-04-22 — Q3 window check-in (75%)cascade #1 · pending · 2026-07-01 — Cumulative HIM-generated revenue surpasses $1Mcascade #2 · pending · 2026-09-15 — Second autonomous-corp framework launches (beyond HIM)cascade #3 · pending · 2027-05-02 — Major incumbent (Salesforce, Microsoft, ServiceNow) launches autonomous-corp suitepre #4 · hit · 2024-11-20 — Snowflake completes Datavolo acquisition consolidating multimodal pipeline spacepre #3 · overdue · 2026-02-26 — Q1 window check-in (25%)pre #2 · overdue · 2026-04-23 — Q2 window check-in (50%)pre #1 · pending · 2026-06-18 — Q3 window check-in (75%)cascade #1 · pending · 2026-08-16 — Major enterprise AI failure attributed to unstructured data quality issuescascade #2 · pending · 2026-08-16 — Databricks/Snowflake/Palantir add native multimodal data pipeline productscascade #3 · pending · 2026-12-15 — Unstructured.io Series C raises ≥$200M at unicorn-tier valuationcascade #4 · pending · 2027-08-01 — First multimodal-data-pipeline startup crosses $5B valuationpre #4 · hit · 2024-11-20 — Snowflake completes Datavolo acquisition consolidating multimodal pipeline spacepre #3 · overdue · 2026-02-26 — Q1 window check-in (25%)pre #2 · overdue · 2026-04-23 — Q2 window check-in (50%)pre #1 · pending · 2026-06-18 — Q3 window check-in (75%)cascade #1 · pending · 2026-08-16 — Major enterprise AI failure attributed to unstructured data quality issuescascade #2 · pending · 2026-08-16 — Databricks/Snowflake/Palantir add native multimodal data pipeline productscascade #3 · pending · 2026-12-15 — Unstructured.io Series C raises ≥$200M at unicorn-tier valuationcascade #4 · pending · 2027-08-01 — First multimodal-data-pipeline startup crosses $5B valuationpre #4 · hit · 2024-11-20 — Snowflake completes Datavolo acquisition consolidating multimodal pipeline spacepre #3 · overdue · 2026-02-26 — Q1 window check-in (25%)pre #2 · overdue · 2026-04-23 — Q2 window check-in (50%)pre #1 · pending · 2026-06-18 — Q3 window check-in (75%)cascade #1 · pending · 2026-08-16 — Major enterprise AI failure attributed to unstructured data quality issuescascade #2 · pending · 2026-08-16 — Databricks/Snowflake/Palantir add native multimodal data pipeline productscascade #3 · pending · 2026-12-15 — Unstructured.io Series C raises ≥$200M at unicorn-tier valuationcascade #4 · pending · 2027-08-01 — First multimodal-data-pipeline startup crosses $5B valuationpre #4 · hit · 2024-11-20 — Snowflake completes Datavolo acquisition consolidating multimodal pipeline spacepre #3 · overdue · 2026-02-26 — Q1 window check-in (25%)pre #2 · overdue · 2026-04-23 — Q2 window check-in (50%)pre #1 · pending · 2026-06-18 — Q3 window check-in (75%)cascade #1 · pending · 2026-08-16 — Major enterprise AI failure attributed to unstructured data quality issuescascade #2 · pending · 2026-08-16 — Databricks/Snowflake/Palantir add native multimodal data pipeline productscascade #3 · pending · 2026-12-15 — Unstructured.io Series C raises ≥$200M at unicorn-tier valuationcascade #4 · pending · 2027-08-01 — First multimodal-data-pipeline startup crosses $5B valuationpre #4 · overdue · 2026-02-14 — Q1 window check-in (25%)pre #3 · overdue · 2026-03-30 — Q2 window check-in (50%)pre #2 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out)pre #1 · overdue · 2026-05-13 — Q3 window check-in (75%)cascade #1 · pending · 2027-06-18 — Baby AGI agents will need and develop an 'immune system' for prompt injection and cybersecurity threats in real time.cascade #2 · pending · 2028-06-22 — AI learning will improve via closed-loop reinforcement learning cycle making results keep increasing.cascade #3 · pending · 2029-12-10 — Elon plans to produce tens of millions of robots per year in just a few years.cascade #4 · pending · 2030-09-15 — $100 trillion companies within 5 years (3 years from now, per Diamandis interpretation of Musk)cascade #5 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.cascade #6 · pending · 2037-06-24 — Mass drivers on the moon will shoot AI satellites into deep space; self-sustaining lunar city will follow.pre #6 · pending · 2026-09-04 — Q2 window check-in (50%)pre #5 · pending · 2026-09-15 — AI agent demonstrates ≥1 workday autonomous task completionpre #4 · pending · 2026-11-29 — Major tech company discloses majority of new code is AI-generatedpre #3 · pending · 2027-01-05 — Q3 window check-in (75%)pre #2 · pending · 2027-04-16 — Software dev employment showing measurable AI-driven shiftpre #1 · pending · 2027-04-16 — Frontier lab announces human-out-of-loop production codecascade #1 · pending · 2036-07-03 — Job displacement will be issue 6-10 not top 5 in 10 years; AI discoveries will dominatepre #6 · overdue · 2025-09-24 — Q2 window check-in (50%)pre #5 · hit · 2025-12-31 — OpenAI documents 44x algorithmic efficiency gain since 2012 (vs Moore's 11x)pre #4 · hit · 2025-12-31 — AI compute efficiency continues to double every ~6 monthspre #3 · hit · 2024-01-31 — Pat Gelsinger / industry leader publicly acknowledges Moore's Law slowing to ~3-year doublingpre #2 · overdue · 2026-02-04 — Q3 window check-in (75%)pre #1 · overdue · 2026-04-30 — Stanford AI Index 2026 documents algorithmic-efficiency curve outpacing hardware Moore's Lawpre #2 · hit · 2026-01-18 — GPT-4.5 Brier 0.101 vs human superforecaster 0.081 baseline establishedpre #1 · pending · 2026-07-01 — LLMs achieve dataset-question parity (Brier <=0.081) by mid-2026cascade #1 · pending · 2026-11-30 — ForecastBench leaderboard shows LLM Brier <=0.081 (full benchmark parity)cascade #2 · pending · 2027-04-01 — Independent replication confirms parity (non-market questions)cascade #3 · pending · 2028-03-16 — Tool-augmented agentic LLM exceeds superforecaster Brier by >=0.01pre #3 · overdue · 2026-02-24 — Q1 window check-in (25%)pre #2 · overdue · 2026-04-20 — Q2 window check-in (50%)pre #1 · pending · 2026-06-14 — Q3 window check-in (75%)cascade #1 · pending · 2026-09-15 — BLS multiple jobholder rate exceeds 5.3% sustained baselinecascade #2 · pending · 2027-03-17 — Gig/contingent worker share of US workforce crosses 40%cascade #3 · pending · 2027-11-01 — AI-driven displacement triggers >2 ppt rise in U-6 underemploymentcascade #4 · pending · 2028-01-01 — Median tenure at single employer falls below 4 years for prime-age workerscascade #5 · pending · 2028-07-01 — Major Fortune 500 companies adopt portfolio-career compensation modelspre #6 · hit · 2026-04-24 — Meta + Microsoft 20K combined cuts cite AI as causepre #5 · hit · 2026-04-15 — GPT-5 (or GPT-5.5) frontier reasoning model widely deployed in enterprisepre #4 · pending · 2026-06-11 — Q2 window check-in (50%)pre #3 · pending · 2026-08-31 — Q3 window check-in (75%)pre #2 · pending · 2026-09-15 — Public corporate-collapse signal: >=2 Fortune 500 firms enter restructuring citing AI failurepre #1 · pending · 2026-10-31 — Cumulative 2026 AI-attributed layoffs cross 500Kcascade #1 · pending · 2026-12-31 — Cumulative 2026 AI-attributed layoffs reach 1.1M — Blundin specific targetpre #6 · hit · 2026-04-24 — Meta + Microsoft 20K combined cuts cite AI as causepre #5 · hit · 2026-04-15 — GPT-5 (or GPT-5.5) frontier reasoning model widely deployed in enterprisepre #4 · pending · 2026-06-11 — Q2 window check-in (50%)pre #3 · pending · 2026-08-31 — Q3 window check-in (75%)pre #2 · pending · 2026-09-15 — Public corporate-collapse signal: >=2 Fortune 500 firms enter restructuring citing AI failurepre #1 · pending · 2026-10-31 — Cumulative 2026 AI-attributed layoffs cross 500Kcascade #1 · pending · 2026-12-31 — Cumulative 2026 AI-attributed layoffs reach 1.1M — Blundin specific targetpre #6 · overdue · 2024-07-31 — Q1 window check-in (25%)pre #5 · overdue · 2025-03-01 — Q2 window check-in (50%)pre #4 · overdue · 2025-09-30 — Q3 window check-in (75%)pre #3 · hit · 2026-04-15 — 2026 Stanford AI Index publishes year-over-year benchmark gainspre #2 · hit · 2026-04-30 — Mensa Norway IQ benchmark top score climbs from 135 to 145pre #1 · hit · 2026-04-30 — Humanity's Last Exam jumps from 8.8% to 50%+ inside 12 monthscascade #1 · pending · 2026-07-02 — Frontier model releases sustain quarterly cadence through 2026cascade #2 · pending · 2026-12-15 — Hardware refresh cycle: GPU shipments accelerate to support compounding intelligencepre #6 · overdue · 2024-07-31 — Q1 window check-in (25%)pre #5 · overdue · 2025-03-01 — Q2 window check-in (50%)pre #4 · overdue · 2025-09-30 — Q3 window check-in (75%)pre #3 · hit · 2026-04-15 — 2026 Stanford AI Index publishes year-over-year benchmark gainspre #2 · hit · 2026-04-30 — Mensa Norway IQ benchmark top score climbs from 135 to 145pre #1 · hit · 2026-04-30 — Humanity's Last Exam jumps from 8.8% to 50%+ inside 12 monthscascade #1 · pending · 2026-07-02 — Frontier model releases sustain quarterly cadence through 2026cascade #2 · pending · 2026-12-15 — Hardware refresh cycle: GPU shipments accelerate to support compounding intelligencepre #3 · overdue · 2025-04-02 — Q1 window check-in (25%)pre #2 · overdue · 2025-07-02 — Q2 window check-in (50%)pre #1 · overdue · 2025-10-01 — Q3 window check-in (75%)cascade #1 · pending · 2026-03-08 — GitHub Octoverse 2025 report publishes AI-generated code sharecascade #2 · pending · 2026-07-08 — Stack Overflow Developer Survey 2026 resultscascade #3 · pending · 2026-09-15 — Retrospective MISS verdict on 99% claim with revised 'realistic' thresholdcascade #4 · pending · 2027-01-30 — Major tech CEO publicly states >50% AI-generated code at companypre #3 · overdue · 2025-05-02 — Q1 window check-in (25%)pre #2 · overdue · 2025-08-31 — Q2 window check-in (50%)pre #1 · overdue · 2025-12-30 — Q3 window check-in (75%)cascade #1 · pending · 2026-05-17 — GPT-5 / Claude Opus 5 release with claimed PhD-level reasoningcascade #2 · pending · 2026-05-17 — MMLU saturated (≥95%) by all frontier modelscascade #3 · pending · 2026-08-16 — GPQA-Diamond benchmark crosses 90% by frontier modelcascade #4 · pending · 2026-12-15 — Aschenbrenner (or peer) publishes 'Situational Awareness II' or similar treatise marking AGI thresholdcascade #5 · pending · 2028-06-25 — We're exiting the industrial age permanently as recursive self-improvement unfolds.cascade #6 · pending · 2030-09-27 — Most large companies' business models will be disrupted in 2-5 yearspre #3 · overdue · 2025-05-02 — Q1 window check-in (25%)pre #2 · overdue · 2025-08-31 — Q2 window check-in (50%)pre #1 · overdue · 2025-12-30 — Q3 window check-in (75%)cascade #1 · pending · 2026-05-17 — GPT-5 / Claude Opus 5 release with claimed PhD-level reasoningcascade #2 · pending · 2026-05-17 — MMLU saturated (≥95%) by all frontier modelscascade #3 · pending · 2026-08-16 — GPQA-Diamond benchmark crosses 90% by frontier modelcascade #4 · pending · 2026-12-15 — Aschenbrenner (or peer) publishes 'Situational Awareness II' or similar treatise marking AGI thresholdcascade #5 · pending · 2028-06-25 — We're exiting the industrial age permanently as recursive self-improvement unfolds.cascade #6 · pending · 2030-09-27 — Most large companies' business models will be disrupted in 2-5 yearspre #6 · hit · 2026-04-29 — Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanced AI chips.pre #5 · hit · 2026-04-29 — Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinnedpre #4 · hit · 2026-04-29 — Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decpre #3 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cupre #2 · pending · 2026-06-25 — Nvidia agreed to remit 15% of China chip-sale revenue directly to US government in exchange for reversing specific AI chpre #1 · pending · 2026-07-16 — DeepMind / Google AI fluid-dynamics paper or AlphaProof Navier-Stokes preprint surfacescascade #1 · pending · 2026-08-31 — AlphaProof / Gemini Deep Think achieves IMO-gold tier on adult research math benchmark (FrontierMath / Putnam)cascade #2 · pending · 2026-09-07 — Terence Tao or Fields-medal mathematician publicly endorses AI proof candidatecascade #3 · pending · 2026-09-30 — Clay Mathematics Institute publishes statement evaluating any AI-assisted submissioncascade #4 · pending · 2027-03-31 — If ungranted by 2026-12-31, claim downgrades and probability decays toward 0.05cascade #5 · pending · 2028-06-25 — We're exiting the industrial age permanently as recursive self-improvement unfolds.cascade #6 · pending · 2030-09-27 — Most large companies' business models will be disrupted in 2-5 yearspre #4 · overdue · 2025-06-03 — Q1 window check-in (25%)pre #3 · overdue · 2025-11-04 — Q2 window check-in (50%)pre #2 · overdue · 2026-04-06 — Q3 window check-in (75%)pre #1 · hit · 2026-04-15 — Tech industry layoffs reach ~80,000 in Q1 2026 with ~50% AI-attributablecascade #1 · pending · 2026-09-15 — Major Fortune-500 company files Chapter 11 with AI-non-adoption as material factorcascade #2 · pending · 2026-09-30 — Challenger Gray AI-layoff report shows month-over-month acceleration in H2 2026cascade #3 · pending · 2026-10-31 — Cumulative AI-attributed layoffs cross 502,000 in 2026 economy-widecascade #4 · pending · 2026-12-15 — Entry-level knowledge work hiring collapses ≥30% YoYcascade #5 · pending · 2027-01-30 — Cumulative knowledge-worker AI-driven displacement crosses 1.1M by end-2026target window end · today (amber dashed) · ✓/✗/◐ history strip = past resolutions · ghost arrows = evidence shift
88 plotted across 4 branches · 544 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.
CRWV-impacting (4)
CYB_024
CRWV · WULF · EQIX · OKLO
The combination of generative AI and advanced synthetic biology is actively creating a 'ChatGPT moment' for genetic engineering — historical barriers to designing advanced, highly lethal pathogens drop precipitously; necessitating new national-security...
72% → 17% · resolves 2030-09
-55pp
248_019
TSEM · SKYT · MRCY · RKLB
US data center moratoriums will push AI compute out to LEO / sun-synchronous orbit / Dyson swarm.
65% → 12% · resolves 2026-06
-53pp
CMQ_030
NVDA · ALAB · CRWV · NBIS
In the modern AI pipeline, the CPU no longer merely supports the model — it drives the model (agentic workloads invert historical CPU:GPU ratio).
78% → 34% · resolves 2026-12
-44pp
248_037
TSEM · SKYT · MRCY · RKLB
State data-center moratoriums will accelerate Dyson-swarm / orbital compute innovation due to constriction.
50% → 10% · resolves 2026-06
-40pp
Other / no ticker (4)
CYB_005
'Memory becomes the moat' — by 2026, the global discourse around 'AI safety' will effectively transition into highly politicized debates over 'memory policy'. Whichever entity controls the contextual history and relational memory of human-AI interactio...
72% → 30% · resolves 2026-08
-42pp
AI_013
'SaaSpocalypse' — traditional Software-as-a-Service incumbents (Salesforce, Adobe, HubSpot) will see massive sustained declines in market capitalization; AI lowers the barrier to creating bespoke customized software, eliminating the SaaS subscription m...
72% → 35% · resolves 2028-09
-37pp
AI_003
AI-native companies are currently compressing what traditionally took a decade to reach $100 million in Annual Recurring Revenue (ARR) into just 12-24 months — an unprecedented monetization velocity.
88% → 52% · resolves 2026-12
-36pp
CYB_019
Deployment of 'world model systems' — AI that accurately simulates and anticipates the physical and thermodynamic dynamics of reality — serves as the critical foundational training ground for embodied agents, letting them experience billions of hours o...
80% → 44% · resolves 2030-08
-36pp

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.