0 25 50 75 100 history 230_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 2026 Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec Jan 2027 Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec Jan 2028 Feb Mar Apr May Jun today pre #6 · hit · 2026-04-29 — Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinned pre #5 · hit · 2026-04-29 — Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in dec pre #4 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cu pre #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 ch pre #2 · pending · 2026-10-31 — Cumulative tech layoffs cross 200K for 2026 pre #1 · pending · 2027-06-16 — BLS labor productivity shows 3-10x productivity gain in AI-exposed roles cascade #1 · pending · 2031-06-17 — First person to arrive on moon/Mars will find bed made by Optimus robots; robots not astronauts lead exploration. cascade #2 · pending · 2034-09-16 — Dragonfly nuclear-powered octicopter arrives at Titan in 2034. cascade #3 · pending · 2036-03-23 — World will have 10x more wealth around 2034-2036 cascade #4 · pending · 2040-07-06 — TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040 cascade #5 · pending · 2063-06-21 — Peter's 14-year-old son Milan will never get a driver's license. pre #5 · hit · 2026-04-29 — Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanced AI chips. pre #4 · hit · 2026-04-29 — Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinned pre #3 · hit · 2026-04-29 — Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in dec pre #2 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cu pre #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 ch 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 years cascade #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's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in dec pre #5 · hit · 2026-04-29 — Blackwell RTX PRO 5000 (72GB) engineered with 50% memory boost over previous generation — deliberate architectural conce pre #4 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cu pre #3 · pending · 2027-01-30 — Mainstream-press cover-story: "What is human purpose in age of AI?" pre #2 · pending · 2027-03-17 — BLS US labor force participation prints below 62% for 3 consecutive months pre #1 · pending · 2027-05-02 — UBI pilot announced at federal or major-state level cascade #1 · pending · 2028-03-16 — Cascade: aggregate "all-AI agent army" headcount across labs > human workforce of those labs cascade #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 years cascade #5 · pending · 2063-06-21 — Peter's 14-year-old son Milan will never get a driver's license. pre #6 · hit · 2025-12-31 — 55,000 AI-attributed job losses tallied for 2025 pre #5 · hit · 2026-01-04 — Goldman Sachs forecasts AI-led layoffs continue into 2026 pre #4 · hit · 2026-04-29 — Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanced AI chips. pre #3 · hit · 2026-04-29 — Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinned pre #2 · hit · 2026-04-29 — Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in dec pre #1 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cu cascade #1 · pending · 2026-09-15 — McKinsey reports workers spend 30-40% less on routine tasks cascade #2 · pending · 2026-12-15 — Major bank/insurance company announces >25% headcount reduction tied to AI cascade #3 · pending · 2027-06-30 — Forward-looking 3x productivity validation by mid-2027 cascade #4 · pending · 2031-06-17 — First person to arrive on moon/Mars will find bed made by Optimus robots; robots not astronauts lead exploration. cascade #5 · pending · 2034-09-16 — Dragonfly nuclear-powered octicopter arrives at Titan in 2034. cascade #6 · pending · 2036-03-23 — World will have 10x more wealth around 2034-2036 pre #6 · hit · 2026-04-29 — 2025 will be the definitive year that agentic systems finally hit the mainstream. pre #5 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out) pre #4 · partial · 2026-04-30 — Big 4 / MBB explicitly announce AI-driven entry-level hiring freeze or restructure pre #3 · pending · 2027-03-17 — Entry-level white-collar postings drop >25% YoY on LinkedIn / Indeed pre #2 · pending · 2027-03-17 — AI-fluency requirement appears in >50% of entry-level postings pre #1 · pending · 2027-11-01 — UBI / Public Wealth Fund / 4-day workweek policy proposals enter major-party platforms cascade #1 · pending · 2028-01-01 — BLS / OECD entry-level unemployment rate rises >2% above experienced-worker rate cascade #2 · pending · 2030-04-18 — Dario Amodei will solve most/all neurological diseases by end of decade cascade #3 · pending · 2030-10-10 — Europa Clipper will arrive at Jupiter in 2030, conducting 50 passes near Europa. cascade #4 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033. cascade #5 · pending · 2034-09-16 — Dragonfly nuclear-powered octicopter arrives at Titan in 2034. cascade #6 · pending · 2039-09-22 — True artificial general intelligence will be achieved between 2032 and 2042 — 'first we solve AI, then use AI to solve e pre #6 · hit · 2026-04-29 — Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinned pre #5 · hit · 2026-04-29 — Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in dec pre #4 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cu pre #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 ch pre #2 · pending · 2026-09-30 — AI fluency becomes formal performance review criterion at Fortune 500 pre #1 · pending · 2027-03-17 — AI-native employee compensation premium emerges in salary surveys cascade #1 · pending · 2028-06-25 — We're exiting the industrial age permanently as recursive self-improvement unfolds. cascade #2 · pending · 2028-07-20 — Superhuman AI will make BCI-enhanced humans irrelevant compared to AI 2 years from today. cascade #3 · pending · 2030-09-27 — Most large companies' business models will be disrupted in 2-5 years cascade #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 — Training runs costing $10 billion for a single model will commence sometime in 2025. pre #5 · hit · 2026-04-29 — 2025 will be the definitive year that agentic systems finally hit the mainstream. pre #4 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out) pre #3 · hit · 2026-04-29 — David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026. pre #2 · pending · 2027-01-30 — Fortune 500 AI-reskilling adoption rate reaches 60%+ of major companies pre #1 · pending · 2027-03-17 — Skill-intelligence platforms replace traditional LMS at scale cascade #1 · pending · 2027-08-01 — K-12 / university curricula formally pivot to AI-native skills 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 years 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 e cascade #6 · pending · 2040-07-06 — TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040 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 line pre #3 · pending · 2026-12-31 — Big-4 + MBB collective AI investment crosses $15B cumulative pre #2 · pending · 2027-02-14 — OpenAI consulting division pressures Big-4 advisory pricing pre #1 · pending · 2027-04-01 — Accenture AI Refinery client count crosses 5,000 enterprises cascade #1 · pending · 2027-10-01 — Big-4 advisory revenue grows >=20% YoY driven by AI transformation contracts 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 years 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 e cascade #6 · pending · 2040-07-06 — TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040 pre #6 · hit · 2026-04-29 — 2025 will be the definitive year that agentic systems finally hit the mainstream. pre #5 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out) pre #4 · hit · 2026-04-29 — David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026. pre #3 · pending · 2026-10-15 — 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 baseline pre #1 · pending · 2027-03-17 — PCAOB or SEC publishes guidance on AI-assisted audit reliance cascade #1 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033. cascade #2 · pending · 2034-09-16 — Dragonfly nuclear-powered octicopter arrives at Titan in 2034. cascade #3 · pending · 2036-09-06 — Moon base will exist in 10 years cascade #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 e cascade #5 · pending · 2040-07-06 — TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040 pre #6 · hit · 2026-04-29 — Jury selection begins April 27, 2026 for Musk v OpenAI trial pre #5 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out) pre #4 · pending · 2027-03-17 — BLS unemployment rate spikes >=1% YoY in white-collar BLS occupational categories pre #3 · pending · 2027-06-16 — Personal bankruptcy filings rise >=25% YoY (Yang's predicted second-order effect) pre #2 · pending · 2027-08-31 — Cascade: First major US political party adopts UBI-like policy plank in 2028 cycle pre #1 · pending · 2028-03-16 — Cascade: Aggregate white-collar headcount in S&P 500 declines >=10% from 2025 peak cascade #1 · pending · 2036-07-03 — Job displacement will be issue 6-10 not top 5 in 10 years; AI discoveries will dominate pre #6 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cu pre #5 · hit · 2026-04-29 — Training runs costing $10 billion for a single model will commence sometime in 2025. pre #4 · hit · 2026-04-29 — 2025 will be the definitive year that agentic systems finally hit the mainstream. pre #3 · hit · 2026-04-29 — Jury selection begins April 27, 2026 for Musk v OpenAI trial pre #2 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out) pre #1 · hit · 2026-04-30 — 60% of hiring managers planning AI-driven layoffs in 2026 cascade #1 · pending · 2026-09-30 — 30% of companies planning AI-driven layoffs (McKinsey state-of-AI) cascade #2 · pending · 2026-12-15 — Cascade: AI-attributed layoffs cross 200K in 2026 single year cascade #3 · pending · 2036-07-03 — Job displacement will be issue 6-10 not top 5 in 10 years; AI discoveries will dominate pre #6 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cu pre #5 · hit · 2026-04-29 — Training runs costing $10 billion for a single model will commence sometime in 2025. pre #4 · hit · 2026-04-29 — 2025 will be the definitive year that agentic systems finally hit the mainstream. pre #3 · hit · 2026-04-29 — Jury selection begins April 27, 2026 for Musk v OpenAI trial pre #2 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out) pre #1 · overdue · 2026-05-20 — Meta cuts 10% of workforce (~8,000) starting May 20, 2026 cascade #1 · pending · 2026-07-02 — Big Freeze: 32%+ of companies plan AI-driven headcount reduction cascade #2 · pending · 2026-12-31 — Total 2026 mass layoffs cross 1.5M with AI cited in >10% cascade #3 · pending · 2027-01-30 — Cascade: white-collar U-3 unemployment crosses 4.5% by mid-2027 pre #6 · hit · 2026-04-29 — 2025 will be the definitive year that agentic systems finally hit the mainstream. pre #5 · hit · 2026-04-29 — Jury selection begins April 27, 2026 for Musk v OpenAI trial pre #4 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out) pre #3 · pending · 2026-12-30 — BLS occupational employment survey shows ≥3% drop in white-collar OES categories pre #2 · pending · 2027-05-02 — Unemployment rate rises ≥1.5pp from 4.1% baseline pre #1 · pending · 2027-07-02 — Major commercial real-estate vacancy spike (>25% Class-A office) cascade #1 · pending · 2027-10-16 — 20-50% of 70M office workers displaced (resolution criterion) cascade #2 · pending · 2036-07-03 — Job displacement will be issue 6-10 not top 5 in 10 years; AI discoveries will dominate pre #6 · hit · 2026-04-29 — David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026. pre #5 · pending · 2027-01-30 — Number of S&P 500 CEOs publicly citing AI as reason for own/peer departure crosses 10 pre #4 · pending · 2027-03-17 — Conference Board / WEF report explicitly ranks CEO role as latest-to-automate pre #3 · pending · 2027-05-17 — Mid/junior management automation rate exceeds CEO automation rate in BLS or McKinsey study pre #2 · pending · 2027-05-17 — First public-listed company appoints AI as named co-CEO or 'AI CEO' role pre #1 · pending · 2027-10-31 — If middle-management displacement >25% but CEO turnover normal by Q4 2027, claim hits early cascade #1 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033. cascade #2 · pending · 2034-09-16 — Dragonfly nuclear-powered octicopter arrives at Titan in 2034. cascade #3 · pending · 2036-09-06 — Moon base will exist in 10 years cascade #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 e cascade #5 · pending · 2040-07-06 — TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040 pre #6 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cu pre #5 · hit · 2026-04-30 — Uber commits >$1B capital to robotaxi fleet purchases pre #4 · pending · 2026-06-25 — Nvidia agreed to remit 15% of China chip-sale revenue directly to US government in exchange for reversing specific AI ch pre #3 · pending · 2026-12-31 — Gridwise reports ≥10% rideshare driver earnings drop in AV cities pre #2 · pending · 2027-03-17 — Uber CEO formally guides drivers as transition risk in 10K filing pre #1 · pending · 2028-01-01 — Robotaxi share crosses 8% of US ridehail market cascade #1 · pending · 2028-04-30 — Robotaxi displacement of frontline driving jobs reaches 20% in test cities cascade #2 · pending · 2031-06-17 — First person to arrive on moon/Mars will find bed made by Optimus robots; robots not astronauts lead exploration. cascade #3 · pending · 2034-09-16 — Dragonfly nuclear-powered octicopter arrives at Titan in 2034. cascade #4 · pending · 2036-03-23 — World will have 10x more wealth around 2034-2036 cascade #5 · pending · 2040-07-06 — TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040 cascade #6 · pending · 2063-06-21 — Peter's 14-year-old son Milan will never get a driver's license. pre #6 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cu pre #5 · hit · 2026-04-29 — Training runs costing $10 billion for a single model will commence sometime in 2025. pre #4 · hit · 2026-04-29 — 2025 will be the definitive year that agentic systems finally hit the mainstream. pre #3 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out) pre #2 · hit · 2026-04-30 — OpenAI acquires OpenClaw (open-source local frontier model) pre #1 · pending · 2026-12-15 — Fortune 500 enterprise discloses >=10,000 net job reductions tied to OpenClaw / agent rollout cascade #1 · pending · 2027-07-02 — S&P 500 aggregate productivity +10% YoY attributed to agentic AI deployment cascade #2 · pending · 2028-06-25 — We're exiting the industrial age permanently as recursive self-improvement unfolds. cascade #3 · pending · 2028-09-07 — By 2028, AI systems will reach 'independent researcher' level — driving autonomous scientific discoveries without human cascade #4 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033. cascade #5 · pending · 2033-08-10 — ASI will arrive within 2 years to 5 years to this next decade 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 e pre #5 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cu pre #4 · hit · 2026-04-29 — Training runs costing $10 billion for a single model will commence sometime in 2025. pre #3 · hit · 2026-04-29 — 2025 will be the definitive year that agentic systems finally hit the mainstream. pre #2 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out) pre #1 · hit · 2026-04-29 — David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026. cascade #1 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033. cascade #2 · pending · 2034-09-16 — Dragonfly nuclear-powered octicopter arrives at Titan in 2034. cascade #3 · pending · 2036-09-06 — Moon base will exist in 10 years cascade #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 e cascade #5 · pending · 2040-07-06 — TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040 pre #6 · pending · 2026-06-25 — Nvidia agreed to remit 15% of China chip-sale revenue directly to US government in exchange for reversing specific AI ch pre #5 · pending · 2026-10-01 — Salesforce Agentforce ARR crosses $1B with 30k+ customers pre #4 · pending · 2026-12-15 — Single enterprise publicly reports >1 agent per employee deployed pre #3 · pending · 2026-12-31 — 40% of Global 2000 roles engage with AI agents day-to-day pre #2 · pending · 2026-12-31 — Gartner forecasts 40% of enterprise apps embed task-specific AI agents pre #1 · pending · 2027-03-17 — Org charts published with named AI agent roles by major firm cascade #1 · pending · 2028-06-25 — We're exiting the industrial age permanently as recursive self-improvement unfolds. cascade #2 · pending · 2028-07-20 — Superhuman AI will make BCI-enhanced humans irrelevant compared to AI 2 years from today. cascade #3 · pending · 2030-09-27 — Most large companies' business models will be disrupted in 2-5 years cascade #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 — 2025 will be the definitive year that agentic systems finally hit the mainstream. pre #5 · hit · 2026-04-29 — Jury selection begins April 27, 2026 for Musk v OpenAI trial pre #4 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out) pre #3 · pending · 2027-06-16 — OpenClaw or peer AI agent platform passes 10M paying users / 100M MAU pre #2 · pending · 2027-09-16 — AI-assisted solo-founder / 'one-person unicorn' formation rate hits new high pre #1 · partial · 2026-05-01 — Small-business net-new hiring exceeds FANG layoffs YoY cascade #1 · pending · 2027-12-16 — Net job creation > job destruction at AI-displacement-affected industries cascade #2 · pending · 2028-01-01 — Mainstream economic narrative shifts to 'AI as net job creator' (cascade) cascade #3 · pending · 2036-07-03 — Job displacement will be issue 6-10 not top 5 in 10 years; AI discoveries will dominate pre #6 · pending · 2026-12-15 — BLS software developer employment ticks down YoY for first time pre #5 · pending · 2026-12-15 — Traditional software-engineering job postings decline >20% YoY pre #4 · pending · 2026-12-31 — Junior software engineering hiring collapses at FAANG-tier firms pre #3 · pending · 2027-03-17 — Junior/entry-level developer hiring contracts 30%+ at FAANG-tier pre #2 · pending · 2027-06-30 — Anthropic/OpenAI claim agentic systems handle full BU-scale workloads pre #1 · pending · 2028-01-01 — AI agents autonomously ship merged PRs at scale (>10K/day) at a Fortune-500 cascade #1 · pending · 2028-12-31 — Programmer headcount roughly flat through 2028 — Mostaque prediction MISS cascade #2 · pending · 2030-04-18 — Dario Amodei will solve most/all neurological diseases by end of decade cascade #3 · pending · 2030-10-10 — Europa Clipper will arrive at Jupiter in 2030, conducting 50 passes near Europa. cascade #4 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033. cascade #5 · pending · 2034-09-16 — Dragonfly nuclear-powered octicopter arrives at Titan in 2034. cascade #6 · pending · 2039-09-22 — True artificial general intelligence will be achieved between 2032 and 2042 — 'first we solve AI, then use AI to solve e pre #6 · hit · 2026-02-23 — Khosrowshahi publicly states executives are 'lying' about AI displacement pre #5 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cu pre #4 · hit · 2026-04-29 — Training runs costing $10 billion for a single model will commence sometime in 2025. pre #3 · hit · 2026-04-29 — 2025 will be the definitive year that agentic systems finally hit the mainstream. pre #2 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out) pre #1 · hit · 2026-04-30 — Uber discloses 30% AI power-user engineer base cascade #1 · pending · 2026-11-05 — Uber Q3 2026 earnings show employee count change cascade #2 · pending · 2027-02-28 — Uber 2026 annual report published with workforce disclosure cascade #3 · pending · 2027-06-26 — Math is cooked (will be solved), physics cooked, biology char broiled. cascade #4 · pending · 2027-07-02 — Sectoral cascade — gig economy peers cite 25%+ AI workforce reduction 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's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in dec pre #5 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cu pre #4 · pending · 2026-06-25 — Nvidia agreed to remit 15% of China chip-sale revenue directly to US government in exchange for reversing specific AI ch pre #3 · pending · 2026-12-15 — US ride-share active driver count remains stable or grows despite Waymo/Tesla expansion pre #2 · pending · 2027-05-22 — Total US vehicle-miles-traveled (VMT) sets record high after autonomous vehicle inflection pre #1 · pending · 2027-12-16 — Long-haul trucking driver count maintained >=90% of 2025 baseline despite AV trucks cascade #1 · pending · 2028-06-15 — Cascade: Rural/non-corridor delivery driver wages rise >=20% as AV concentrates in dense urban cascade #2 · pending · 2029-07-01 — Cascade: Total demand for human-driven services exceeds 2025 levels even at 50% AV market share cascade #3 · pending · 2031-06-17 — First person to arrive on moon/Mars will find bed made by Optimus robots; robots not astronauts lead exploration. cascade #4 · pending · 2034-09-16 — Dragonfly nuclear-powered octicopter arrives at Titan in 2034. cascade #5 · pending · 2036-03-23 — World will have 10x more wealth around 2034-2036 cascade #6 · pending · 2040-07-06 — TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040 pre #6 · hit · 2026-04-29 — 2025 will be the definitive year that agentic systems finally hit the mainstream. pre #5 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out) pre #4 · hit · 2026-04-29 — David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026. pre #3 · pending · 2026-11-14 — Goldman Sachs / BLS update to AI-displacement model showing 25% of work hours automated pre #2 · pending · 2026-12-15 — Nvidia-style productivity case study replicates — second Fortune-100 company shows revenue/headcount decoupling pre #1 · pending · 2027-01-30 — BLS Business Formation Statistics show ≥ 5x acceleration in new business applications (gates the "5x more companies" cla cascade #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 years 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 e cascade #6 · pending · 2040-07-06 — TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040 pre #6 · hit · 2026-04-30 — Goldman Sachs: AI reduces US monthly payroll by ~16K, +0.1pp unemployment pre #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 ch pre #4 · pending · 2026-12-30 — Uber-Nuro driverless launch in SF (driver-replacement waypoint) pre #3 · pending · 2027-08-01 — Margin pressure on management drives AI-substitution wave in entry-level white collar pre #2 · pending · 2028-04-30 — US driver workforce (taxi+rideshare+truck) declines >5% YoY pre #1 · pending · 2028-04-30 — Wage gap between AI-augmented and AI-substituted occupations widens >10pp cascade #1 · pending · 2031-06-17 — First person to arrive on moon/Mars will find bed made by Optimus robots; robots not astronauts lead exploration. cascade #2 · pending · 2034-09-16 — Dragonfly nuclear-powered octicopter arrives at Titan in 2034. cascade #3 · pending · 2036-03-23 — World will have 10x more wealth around 2034-2036 cascade #4 · pending · 2040-07-06 — TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040 cascade #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 (Cu pre #5 · hit · 2026-04-30 — 43% of Gen Z plans entrepreneurship in 2026 (highest of any generation) pre #4 · pending · 2026-06-25 — Nvidia agreed to remit 15% of China chip-sale revenue directly to US government in exchange for reversing specific AI ch pre #3 · pending · 2027-09-16 — Counter-evidence: Gen Z entry-level posting share drops below 35% pre #2 · pending · 2027-09-30 — Gen Z founder share of new startup formations crosses 30% pre #1 · pending · 2028-04-30 — Younger Gen Z wage growth outpaces older Millennial cohort 2026-2028 cascade #1 · pending · 2031-06-17 — First person to arrive on moon/Mars will find bed made by Optimus robots; robots not astronauts lead exploration. cascade #2 · pending · 2034-09-16 — Dragonfly nuclear-powered octicopter arrives at Titan in 2034. cascade #3 · pending · 2036-03-23 — World will have 10x more wealth around 2034-2036 cascade #4 · pending · 2040-07-06 — TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040 cascade #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 — 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 mission pre #4 · pending · 2026-12-15 — Tesla repurposes Fremont Model S/X line for Optimus production pre #3 · pending · 2026-12-15 — Optimus units perform measurable factory tasks at Tesla plants pre #2 · pending · 2027-01-14 — Tesla output per employee grows ≥30% YoY pre #1 · pending · 2027-05-17 — Tesla's labor productivity outpaces auto-industry peers by ≥2x cascade #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 years cascade #3 · pending · 2036-09-06 — Moon base will exist in 10 years cascade #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 e pre #6 · hit · 2026-04-03 — Tesla Texas factory reduces headcount 22% in 2025 pre #5 · hit · 2026-04-07 — Tesla cuts >14,000 roles globally in 2025 pre #4 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out) pre #3 · hit · 2026-04-29 — David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026. pre #2 · hit · 2026-04-30 — Artemis 2 launches April 1, 2026 - circumlunar mission pre #1 · overdue · 2026-05-16 — Tesla Q2 2026 hiring announcement materializes cascade #1 · pending · 2026-12-15 — Tesla Optimus production drives >2,000 manufacturing hires cascade #2 · pending · 2027-03-17 — Cybercab/Robotaxi launch reduces ICE workforce further cascade #3 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033. cascade #4 · pending · 2036-08-14 — People will be on Mars within 10 years cascade #5 · pending · 2036-09-06 — Moon base will exist in 10 years 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 · 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 trial pre #3 · pending · 2027-05-02 — Amazon robot count exceeds human warehouse worker count in US fulfillment network pre #2 · pending · 2027-11-09 — Amazon achieves first 'lights-out' (zero-human) fulfillment shift in major facility pre #1 · pending · 2028-03-31 — Cascade: Walmart, FedEx, or UPS announces matching robot-majority workforce strategy cascade #1 · pending · 2028-12-15 — Cascade: Total US warehouse FTE declines >=15% YoY for first time on record cascade #2 · pending · 2038-10-01 — Eventually there will be tens of billions of humanoids on planet Earth—one per human plus 5-10B in commercial workforce. cascade #3 · pending · 2045-07-19 — David Holz predicts 5 million humanoids can build Manhattan in 6 months pre #5 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cu pre #4 · hit · 2026-04-29 — Training runs costing $10 billion for a single model will commence sometime in 2025. pre #3 · hit · 2026-04-29 — 2025 will be the definitive year that agentic systems finally hit the mainstream. pre #2 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out) pre #1 · hit · 2026-04-29 — David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026. cascade #1 · pending · 2027-01-30 — Salesforce, ServiceNow, or comparable platform vendor reports its agent platform replacing >=20% of customer support FTE cascade #2 · pending · 2027-03-17 — OpenExO or major consultancy publishes case study of company achieving 50%+ headcount reduction via AI agents while sust cascade #3 · pending · 2027-08-01 — Salim Ismail or OpenExO publishes data showing average ExO-transformed company runs at 25% of pre-transformation headcou cascade #4 · pending · 2027-12-31 — S&P 500 index aggregate revenue per employee rises >25% YoY cascade #5 · pending · 2029-03-16 — Cascade: Total US payroll employment declines >=2% YoY in any rolling 12-month window post-2027 cascade #6 · pending · 2029-12-31 — Cascade: Number of US firms with >$10M revenue and <50 employees grows 5x by 2030 pre #6 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cu pre #5 · hit · 2026-04-29 — Training runs costing $10 billion for a single model will commence sometime in 2025. pre #4 · hit · 2026-04-29 — 2025 will be the definitive year that agentic systems finally hit the mainstream. pre #3 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out) pre #2 · hit · 2026-04-29 — David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026. pre #1 · hit · 2025-08-28 — Software development job postings down 70%+ from 2022 peak cascade #1 · pending · 2026-09-14 — Medical school residency match data shows AI-driven specialty shift cascade #2 · pending · 2026-09-15 — Law school applicant counts and entry-level associate hiring decline cascade #3 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033. cascade #4 · pending · 2034-09-16 — Dragonfly nuclear-powered octicopter arrives at Titan in 2034. cascade #5 · pending · 2036-09-06 — Moon base will exist in 10 years 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 e 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 underpinned pre #4 · hit · 2026-04-29 — Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in dec pre #3 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cu pre #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 ch pre #1 · pending · 2026-06-30 — AI spreadsheet/data agents reach 90% accuracy threshold cascade #1 · pending · 2026-09-30 — Junior software dev hiring drops further from -20% baseline cascade #2 · pending · 2026-12-31 — 80% of enterprise apps embed AI agents cascade #3 · pending · 2026-12-31 — Enterprise AI agent investment exceeds $600B in 2026 cascade #4 · pending · 2027-01-30 — Cascade: Major Fortune 500 firm publicly attributes >5% workforce reduction to AI agents handling SQL/UI/coding work cascade #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 years pre #6 · hit · 2026-04-29 — Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinned pre #5 · hit · 2026-04-29 — Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in dec pre #4 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cu pre #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 ch pre #2 · pending · 2026-08-16 — California SB 951 amends Cal-WARN Act to cover AI-driven displacement pre #1 · pending · 2026-08-16 — First state passes AI-displacement retraining law with employer-funded reskilling mandate cascade #1 · pending · 2026-12-15 — Federal DOL launches AI-displaced worker retraining pilot programs cascade #2 · pending · 2027-06-16 — 5+ states adopt AI retraining mandates by 2027 cascade #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 years cascade #5 · pending · 2063-06-21 — Peter's 14-year-old son Milan will never get a driver's license. pre #6 · hit · 2026-02-28 — Tech-firm pre-emptive layoffs cluster in Q1-Q2 2026 (>=5 firms with AI cause cited) pre #5 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cu pre #4 · hit · 2026-04-29 — Training runs costing $10 billion for a single model will commence sometime in 2025. pre #3 · hit · 2026-04-29 — 2025 will be the definitive year that agentic systems finally hit the mainstream. pre #2 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out) pre #1 · hit · 2026-04-29 — David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026. cascade #1 · pending · 2026-08-16 — >=5 additional states introduce AI-displacement notice bills in 2026 sessions 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 years 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 e cascade #6 · pending · 2040-07-06 — TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040 pre #6 · hit · 2026-04-01 — Senior AI engineer base comp tops $300K at FAANG/frontier labs pre #5 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cu pre #4 · hit · 2026-04-29 — Training runs costing $10 billion for a single model will commence sometime in 2025. pre #3 · hit · 2026-04-29 — 2025 will be the definitive year that agentic systems finally hit the mainstream. pre #2 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out) pre #1 · hit · 2026-04-29 — David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026. cascade #1 · pending · 2026-07-02 — Bifurcated tech labor market: generalist SWE comp stagnates cascade #2 · pending · 2026-07-02 — Top frontier labs offer ≥$1M total comp packages for senior research engineers cascade #3 · pending · 2026-12-15 — Top 1% engineer productivity (LOC/PR throughput) doubles YoY cascade #4 · pending · 2027-05-02 — Cascade: senior tech lead labor share ≥10pp higher in AI-leveraged firms cascade #5 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033. cascade #6 · pending · 2034-09-16 — Dragonfly nuclear-powered octicopter arrives at Titan in 2034. pre #6 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cu pre #5 · hit · 2026-04-29 — Training runs costing $10 billion for a single model will commence sometime in 2025. pre #4 · hit · 2026-04-29 — 2025 will be the definitive year that agentic systems finally hit the mainstream. pre #3 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out) pre #2 · pending · 2026-06-01 — GitHub Copilot transitions to usage-based billing (token-based) pre #1 · pending · 2026-07-02 — Top 3 AI coding tools control 70%+ developer market share cascade #1 · pending · 2026-12-31 — Manual code remains majority practice at end of 2026 — Diamandis falsified cascade #2 · pending · 2027-01-30 — Manual code authoring drops below 30% of new commits at hyperscalers cascade #3 · pending · 2027-06-26 — Math is cooked (will be solved), physics cooked, biology char broiled. cascade #4 · pending · 2028-06-25 — We're exiting the industrial age permanently as recursive self-improvement unfolds. cascade #5 · pending · 2028-09-07 — By 2028, AI systems will reach 'independent researcher' level — driving autonomous scientific discoveries without human cascade #6 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033. pre #6 · hit · 2025-12-31 — Tech sector AI-attributed job losses cross 75K in H1 2025 pre #5 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cu pre #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 — Jury selection begins April 27, 2026 for Musk v OpenAI trial pre #1 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out) cascade #1 · hit · 2026-04-30 — Klarna-style customer service AI replacement scales to 5+ Fortune 1000 companies cascade #2 · hit · 2026-04-30 — Junior developer hiring rate drops >25% YoY cascade #3 · pending · 2026-09-15 — BLS reports AI-attributed unemployment rate uptick cascade #4 · pending · 2027-03-17 — Federal/state UBI or AI displacement tax legislation introduced pre #6 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cu pre #5 · hit · 2026-04-29 — Training runs costing $10 billion for a single model will commence sometime in 2025. pre #4 · hit · 2026-04-29 — 2025 will be the definitive year that agentic systems finally hit the mainstream. pre #3 · hit · 2026-04-29 — Jury selection begins April 27, 2026 for Musk v OpenAI trial pre #2 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out) pre #1 · pending · 2026-06-16 — Customer service / call center employment down >15% YoY pre #6 · pending · 2027-05-02 — Anthropic Economic Index update shows >25% of measurable work hours AI-touched pre #5 · pending · 2027-05-02 — Goldman Sachs / McKinsey publishes update confirming 25% automatable-work-hours estimate pre #4 · pending · 2027-06-16 — First major sector reports >40% of work-hours mediated by AI tools pre #3 · pending · 2027-08-01 — Aggregate enterprise AI-tool seat-count exceeds 100M paid users in US pre #2 · pending · 2027-12-15 — BLS time-use survey shows measurable shift of work-hours from manual tasks to AI-supervisory tasks pre #1 · pending · 2027-12-31 — If aggregate AI seat count plateaus below 50M by end-2027, 25% thesis on track to miss cascade #1 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033. cascade #2 · pending · 2034-09-16 — Dragonfly nuclear-powered octicopter arrives at Titan in 2034. cascade #3 · pending · 2036-09-06 — Moon base will exist in 10 years cascade #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 e cascade #5 · pending · 2040-07-06 — TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040 pre #6 · hit · 2026-02-28 — Klarna reverses AI layoffs, rebuilds human service capacity pre #5 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cu pre #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 2027 cascade #2 · pending · 2029-07-01 — S&P 500 firm publicly confirms running with <=25% historical headcount cascade #3 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033. cascade #4 · pending · 2034-09-16 — Dragonfly nuclear-powered octicopter arrives at Titan in 2034. cascade #5 · pending · 2036-09-06 — Moon base will exist in 10 years 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 e pre #6 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out) pre #5 · hit · 2026-04-29 — David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026. pre #4 · hit · 2026-04-30 — BCG: 'AI Will Reshape More Jobs Than It Replaces' published pre #3 · hit · 2026-04-30 — Goldman Sachs: AI subtracts 16K jobs/month, +0.1pp unemployment pre #2 · pending · 2027-08-16 — Aggregate US employment grows YoY despite AI deployment in 2026-2027 pre #1 · pending · 2027-09-16 — Entry-level postings fall to <35% of all job postings cascade #1 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033. cascade #2 · pending · 2034-09-16 — Dragonfly nuclear-powered octicopter arrives at Titan in 2034. cascade #3 · pending · 2036-09-06 — Moon base will exist in 10 years cascade #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 e cascade #5 · pending · 2040-07-06 — TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040 pre #6 · pending · 2027-03-17 — Entry-level white-collar unemployment in 20-30 age cohort stops rising pre #5 · pending · 2027-06-16 — US unemployment rate stabilizes or declines despite AI rollout pre #4 · pending · 2027-06-16 — Major reskilling-program scale-up by federal/state governments tied to AI displacement pre #3 · pending · 2027-10-30 — BLS reports first quarter where AI-related new occupations exceed displacements pre #2 · pending · 2027-12-31 — If unemployment rises above Amodei 10-20% scenario by end-2027, society-adjustment thesis fails pre #1 · pending · 2028-01-30 — First peer-reviewed empirical study confirms net job creation in AI-augmented occupations cascade #1 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033. cascade #2 · pending · 2034-09-16 — Dragonfly nuclear-powered octicopter arrives at Titan in 2034. cascade #3 · pending · 2036-09-06 — Moon base will exist in 10 years cascade #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 e cascade #5 · pending · 2040-07-06 — TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040 pre #6 · hit · 2026-04-29 — David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026. pre #5 · pending · 2027-03-01 — Federal AI-specific worker support legislation introduced with bipartisan co-sponsorship pre #4 · pending · 2027-03-17 — Federal Reserve Beige Book or FOMC statement formally cites AI labor displacement as macroeconomic concern pre #3 · pending · 2027-06-16 — G7 leaders' summit communique includes substantive AI labor-market adjustment provision pre #2 · pending · 2027-09-16 — BLS or OECD reports AI-attributed unemployment rate above 4% in any G7 economy pre #1 · pending · 2027-11-01 — Major US state passes AI-displacement-specific UI extension, retraining program, or basic income statute cascade #1 · pending · 2028-02-15 — Tier-1 social-unrest event (sustained protest, strike, or political movement) explicitly attributed to AI displacement 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 years 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 e cascade #6 · pending · 2040-07-06 — TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040 pre #6 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cu pre #5 · hit · 2026-04-29 — Training runs costing $10 billion for a single model will commence sometime in 2025. pre #4 · hit · 2026-04-29 — 2025 will be the definitive year that agentic systems finally hit the mainstream. pre #3 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out) pre #2 · hit · 2026-04-29 — David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026. pre #1 · hit · 2026-04-30 — Khosrowshahi or peer CEO concedes AI replaces majority of jobs (10y horizon) cascade #1 · pending · 2026-09-15 — Uber driver count grows YoY despite robotaxi/AV pilots cascade #2 · pending · 2026-10-15 — Uber per-employee revenue grows >=20% YoY cascade #3 · pending · 2026-12-15 — Uber announces dedicated AI-augmented support roles (vs eliminating) cascade #4 · pending · 2027-02-28 — Uber 2026 headcount remains within +/-10% of 2025 baseline cascade #5 · pending · 2033-07-30 — Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033. cascade #6 · pending · 2034-09-16 — Dragonfly nuclear-powered octicopter arrives at Titan in 2034. pre #6 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cu pre #5 · hit · 2026-04-29 — Training runs costing $10 billion for a single model will commence sometime in 2025. pre #4 · hit · 2026-04-29 — 2025 will be the definitive year that agentic systems finally hit the mainstream. pre #3 · hit · 2026-04-29 — Jury selection begins April 27, 2026 for Musk v OpenAI trial pre #2 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out) pre #1 · pending · 2026-09-15 — AI-cited layoffs reach 100,000 cumulative through 2026 cascade #1 · pending · 2026-11-14 — BLS productivity data shows white-collar sector productivity surge cascade #2 · pending · 2027-07-02 — WEF Future of Jobs report quantifies structural displacement cascade #3 · pending · 2036-07-03 — Job displacement will be issue 6-10 not top 5 in 10 years; AI discoveries will dominate pre #6 · hit · 2026-04-29 — Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinned pre #5 · hit · 2026-04-29 — Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in dec pre #4 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cu pre #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 ch pre #2 · pending · 2027-01-30 — Major-party 2028 candidate openly advocates UBI as AI displacement response pre #1 · pending · 2027-05-02 — Polling shows majority of voters opposed to white-collar bailouts vs blue-collar relief cascade #1 · pending · 2028-09-15 — Cascade: Means-tested AI displacement aid bill excludes high-income white-collar from relief cascade #2 · pending · 2031-06-17 — First person to arrive on moon/Mars will find bed made by Optimus robots; robots not astronauts lead exploration. cascade #3 · pending · 2034-09-16 — Dragonfly nuclear-powered octicopter arrives at Titan in 2034. cascade #4 · pending · 2036-03-23 — World will have 10x more wealth around 2034-2036 cascade #5 · pending · 2040-07-06 — TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040 cascade #6 · pending · 2063-06-21 — Peter's 14-year-old son Milan will never get a driver's license. pre #6 · hit · 2026-04-29 — Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in dec pre #5 · hit · 2026-04-29 — Blackwell RTX PRO 5000 (72GB) engineered with 50% memory boost over previous generation — deliberate architectural conce pre #4 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cu pre #3 · pending · 2026-12-15 — AI coding assistant adoption exceeds 80% of professional developers (Stack Overflow / GitHub) pre #2 · pending · 2026-12-15 — Autonomous coding agents (Devin / Windsurf Cascade) achieve ≥50% SWE-bench verified pre #1 · pending · 2027-07-02 — Junior developer hiring (BLS / Indeed / LinkedIn) drops ≥30% YoY for entry-level coding roles cascade #1 · pending · 2028-06-25 — We're exiting the industrial age permanently as recursive self-improvement unfolds. cascade #2 · pending · 2028-07-20 — Superhuman AI will make BCI-enhanced humans irrelevant compared to AI 2 years from today. cascade #3 · pending · 2030-09-27 — Most large companies' business models will be disrupted in 2-5 years cascade #4 · pending · 2063-06-21 — Peter's 14-year-old son Milan will never get a driver's license. pre #5 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cu pre #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 — Jury selection begins April 27, 2026 for Musk v OpenAI trial pre #1 · hit · 2026-04-29 — Recursive self-improvement is already happening now (no longer three years out) cascade #1 · pending · 2026-08-31 — Junior software developer (0-3 yr exp) job postings on Indeed/LinkedIn rise YoY for 3 consecutive months cascade #2 · pending · 2026-12-15 — BLS JOLTS Information sector job openings rebound above 2024 baseline cascade #3 · pending · 2026-12-15 — Stack Overflow Developer Survey shows entry-level developer share stabilizing or rising cascade #4 · pending · 2026-12-30 — Salesforce hires 1,000 new-grad software/AI engineers as Benioff committed cascade #5 · pending · 2027-03-17 — Federal Reserve or BLS publishes follow-on study reaffirming AI-not-driving-junior-dev decline cascade #6 · pending · 2028-10-31 — Cascade: CS undergrad enrollment growth resumes (>=2% YoY) after 2024-25 dip pre #6 · hit · 2026-04-24 — Meta + Microsoft 20K combined cuts cite AI as cause pre #5 · hit · 2026-04-15 — GPT-5 (or GPT-5.5) frontier reasoning model widely deployed in enterprise pre #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 failure pre #1 · pending · 2026-10-31 — Cumulative 2026 AI-attributed layoffs cross 500K cascade #1 · pending · 2026-12-31 — Cumulative 2026 AI-attributed layoffs reach 1.1M — Blundin specific target pre #4 · overdue · 2026-01-31 — Q1 window check-in (25%) pre #3 · overdue · 2026-03-02 — Q2 window check-in (50%) pre #2 · overdue · 2026-04-01 — Q3 window check-in (75%) pre #1 · overdue · 2026-04-30 — BLS publishes Q1 2026 wage data showing data-center technician wage growth cascade #1 · pending · 2026-08-16 — Major hyperscaler announces dedicated trade-skills training partnership cascade #2 · pending · 2026-09-15 — Major union (IBEW, UA) reports 20%+ apprenticeship enrollment growth cascade #3 · pending · 2027-03-17 — Six-figure wages disclosed for AI-DC construction trades pre #6 · hit · 2026-04-29 — David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026. pre #5 · hit · 2026-04-29 — Jury selection begins April 27, 2026 for Musk v OpenAI trial pre #4 · hit · 2026-04-29 — Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cu pre #3 · hit · 2026-04-29 — Training runs costing $10 billion for a single model will commence sometime in 2025. pre #2 · hit · 2026-04-29 — 2025 will be the definitive year that agentic systems finally hit the mainstream. pre #1 · hit · 2026-04-30 — Artemis 2 launches April 1, 2026 - circumlunar mission cascade #1 · pending · 2026-10-30 — Frontier lab announces general-knowledge-worker capability claim cascade #2 · pending · 2026-12-30 — BLS shows multiple consecutive quarters of white-collar employment decline cascade #3 · pending · 2027-01-30 — Major consultancy reports AI-driven cost reduction in target functions cascade #4 · pending · 2027-04-01 — Cumulative knowledge-worker layoffs >250K in 18-month window cascade #5 · pending · 2036-07-03 — Job displacement will be issue 6-10 not top 5 in 10 years; AI discoveries will dominate target window end · today (amber dashed) · ✓/✗/◐ history strip = past resolutions · ghost arrows = evidence shift 50 plotted · 29 outside x-range · click any dot for detail
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.