← Cockpit
TK05thesis_killerthesis_killer

Rate Regime Persistence (10y > 5% through 2028)

Prior probability
30.0%
Current probability
30.0%
evolves via intake + LBP
Conviction
Signal quality
Resolution
pending
Window
2026-01-01 – 2028-12-31
Edges in / out
0 / 374
Tickers exposed
0

Prediction text

Sticky inflation + deficit financing forces US 10y > 5%; growth/duration assets compressed; unprofitable tech punished.

Predictor calibration

Not assigned

This node has no predictor assigned. Default κ=0.5 applies to any intake evidence about it.

Reference class

Not linked

This node isn't linked to a reference class. The Bayesian update applies without outside-view blending.

Probability over time

0 prob_history rows
No probability history yet.

Milestone chain

Pre-event signals (upstream prereqs + window checkpoints) → resolution event → downstream cascades. Status/dates update from linked nodes; re-derive nightly via scripts/ops/derive_milestones.py.

No milestone chain derived yet. Run scripts/ops/derive_milestones.py to populate from prereq edges + window checkpoints.

What if this resolves?

Clamp this prediction TRUE or FALSE and run a counterfactual Gibbs sample. Surfaces the predictions whose marginals shift most under that assumption.
(live posterior: 30%)

Click a button to clamp this prediction and run a Gibbs sample. Returns the predictions whose marginals shift most. ~30s per run; ideal for stress-testing "if X resolves, what else moves?"

Evidence chain

Every probability update with full Bayesian provenance — chronological, latest first

No probability history yet. The first evidence will arrive via /api/intake or the daily milestone sweep / weekly LBP run.

Network propagation neighbors

Top edges sorted by latest LBP cross-impact
All propagation →

Top incoming (parents)

Edges that influence THIS node's belief

No incoming edges.

Top outgoing (children)

Predictions THIS node influences

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
killerCMQ_020
Nearly $2.5 trillion of AI-related infrastructure investmentMorgan Stanley
67.2%0.0500.720-0.153
killerSEM_039
Block unveiled proprietary Bitcoin mining ASIC at 709 TerahaJack Dorsey
82.8%0.0500.950-0.148
killerSEM_005
Stargate is a $500 billion multiyear capex program for distrSam Altman
72.3%0.0500.820-0.134
killer248_011
Frontier AI models will become a terrorist, bioweapon, and cDave Blundin
60.3%0.0500.650-0.133
killer240_001
NVIDIA to reach at least $1 trillion in bookings/revenue thrJensen Huang
78.5%0.0500.920-0.126

Prerequisites (0)

Predictions that must hit first
TypePredTitleDomainLag
No prerequisites

Dependents (374)

Predictions enabled by this
TypePredTitleDomainLag
killerSEM_048OpenAI restructured into a $500 billion colossus by removing profit caps for investors (to support Stargate chip acquisition).AI/Corporate
killerSEM_039Block unveiled proprietary Bitcoin mining ASIC at 709 Terahashes/second (TH/s) — leading indicator for eventual AI inference ASIC trajectory.Semis/ASICs
killer247_058Jury selection begins April 27, 2026 for Musk v OpenAI trialAI
killerSEM_008Training runs costing $10 billion for a single model will commence sometime in 2025.AI
killer238_041Apple will eventually integrate highly competent private frontier models into its OS (when not if)AI
killer235_002Anthropic will exceed OpenAI in revenue this year (2026).AI
killer238_072Small-to-large model scaling time has collapsed from 6-12 months to 6 daysAI
killer232_021No chance AI will be paused in the next three years given current administration and China competition.Geopolitics
killer246_047Anthropic ARR reached $30B, surpassing OpenAI's $24-25B.AI
killer230_014The consulting industry will go through the roof as consultants leverage AI to automate/improve existing jobs.Labor/Jobs
killer234_012Anthropic revenue will cross OpenAI revenue in middle of 2026Markets/Stocks
killer240_001NVIDIA to reach at least $1 trillion in bookings/revenue through 2027Markets/Stocks
killerSEM_012Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) across engineering.AI/Manufacturing
killerSEM_047At 200,000-GPU scale, orchestration becomes a literal 'battle against entropy' — single cosmic-ray-flipped transistor can derail 100k-GPU training run.AI/Hardware
killerSEM_0422025 will be the definitive year that agentic systems finally hit the mainstream.AI/Agents
killerCMQ_023Tokens are the new raw material — data centers are no longer cost centers but active 'AI factories' that consume electricity and data to manufacture tokens.AI/Compute
killerSEM_005Stargate is a $500 billion multiyear capex program for distributed AI data-center construction (2025-2028, with Trump administration partnership).AI/Infrastructure
killerCMQ_024'Tokens per Watt' is the defining Key Performance Indicator (KPI) for the modern digital economy.AI/Compute
killerSPC_001The global space industry, roughly $350 billion today, will surge past $1 trillion by 2040 — fueled by higher launch cadences, new product introductions, and mature policy support characterizing the 2026 fiscal landscape.Space
killerSEM_022FP4 / ternary-weight architectures decouple AI capability from raw transistor density — embargoed nations maintain competitive development.AI/Architecture
killerSEM_046AI startups are scaling incredibly fast with significantly less capital — barrier to entry for complex software approaching zero.AI/Startups
killerSEM_006OpenAI will operate at a ~$9B deficit in 2025, driven almost entirely by advanced-chip acquisition and facility construction.AI/Finance
killerSEM_002By 2025-2026, AI model outputs will outpace the cognitive capabilities of college graduates (driven by hundreds of millions of GPUs).AI
killer232_003AI will make workers 3x more productive, effectively reducing headcount by two-thirds unless companies triple in size.Labor/Jobs
killerIND_0112024-2026 window represents 'AI's iPhone moment' — tech ecosystem moves rapidly beyond simple chatbots to living autonomous AI agents; this shift fundamentally breaks traditional SaaS business model, transitioning economy toward outcome-based pricing r...Macro/Economy
killer247_023AI will be able to do everything a white collar worker does imminentlyAI
killer246_005OpenAI and Anthropic IPOs will head toward $1 trillion valuations.Markets/Stocks
killer231_031OpenAI planning $100B infrastructure spend, going public this year at $1T valuation.Markets/Stocks
killerCMQ_020Nearly $2.5 trillion of AI-related infrastructure investment will flow through the global economy by 2028; >80% of that spending is still ahead of the market as of early 2026.Macro/Economy
killerSPC_027A 'trillion-dollar agent economy' driven by hyper-deflation of intelligence — AI intelligence becoming 100x cheaper every two years; in aerospace this enables mission planning, orbital trajectory calculation, and CAD modeling to be executed autonomousl...AI
killerSEM_001Compute clusters will scale from $10B → $100B → $1T by end of decade; 'another zero every six months' on boardroom projections.AI/Compute
killerCMQ_048Agentic AI will fully replace Level 1 customer support call centers globally within 2-3 years — decimating a massive sector of the service economy.Labor/Jobs
killer236_008First $100 trillion dollar companies and multi-trillionaires will come onlineMarkets/Stocks
killer234_014We will see $100 trillion companies in the next 5-year periodMarkets/Stocks
killerROB_019The rise of the 'Electro-Industrial Stack' — AI moving out of the browser and into the physical economy, turning traditional hardware engineering into deeply integrated software-driven systems; relies on robot learning, autonomous science, and new inte...Macro/Economy
killer231_050New economy built with AI agents will work around old economy rather than through it.Macro/Economy
killerSEM_045Traditional corporate structures will move rapidly toward AI-native operating models by 2026 — forcing total organizational transformations.Economy/Org
killer233_007In 2026, Alpha will launch new schools beyond the flagship model based on the Timeback platform.Education
killer236_030AI will create trillions of dollars of value and transform how we work and liveAI
killerSEM_033AI is gaining the capability to autonomously conduct original physics research (e.g., GPT-5.2 Pro proved new gluon scattering formulas).AI/Physics
killer230_040AI capability/accuracy will improve recursively; output-checking issues will be eliminated quickly.AI
killer242_031Most large companies' business models will be disrupted in 2-5 yearsMarkets/Stocks
killer231_034Power constraint won't be a big problem until chip fabs come online and it suddenly becomes massive.Energy
killer232_043Corporate CEOs will soon mandate AI use in every job; AI-native enablers will get promoted and raises; others displaced.Labor/Jobs
killer230_013There will be UBI at the end of this cycle, plus abundance and massively more opportunity than job loss.Macro/Economy
killer230_006The frontier models will go dark — kept internal to benefit the labs in an all-out battle.AI
killer235_028Longevity market will grow from $5 trillion to $8 trillion in next four years.Biotech/Longevity
killer246_055We WILL figure out AI safety/regulation but only after something really bad happens.AI
killer230_030Economy will shift from paying for inputs/hours to paying for verified outcomes.Macro/Economy
killer231_041Radical massive job destruction is imminent; new creation will lag, causing devastation for a few years.Labor/Jobs
killer230_048Agentic emails/calls will become commonplace (inside/outside orgs) over email/text/comms.AI
killerAI_029Blockchain provenance protocols will be increasingly applied to enterprise workflows to detect deepfakes and verify the authenticity of AI model outputs — positioning cryptographic content-authentication as a mandatory enterprise trust layer.AI
killer242_040Mars/Europa/planets will have ubiquitous microbial lifeSpace
killer238_064AI will replace many entrenched jobs; non-shareholders (e.g., drivers) will face deep troubleLabor/Jobs
killer235_047AI regulatory roles will be filled by Anthropic/OpenAI people bouncing back and forth (like SEC/Goldman Sachs).Geopolitics
killer245_042Synthetic biology will be as diverse a market as AI (multi-trillion)Biotech/Longevity
killer238_035AI agents will outnumber humans — trillion agents vs 8 billion humansAI
killer247_039Quantum not a risk to Bitcoin; Saylor is 100% rightCrypto
killer246_029Apple will announce iPhone with Gemini-derived on-device model at WWDC June 2026.AI
killer247_055Acquisition of small specialized AI teams for hundreds of millions will become commonAI
killer248_011Frontier AI models will become a terrorist, bioweapon, and chemical weapon threat this year.AI
killer238_011Frontier AI labs will generate trillions of dollars in new revenue from breakthroughs (longevity, superconductors, fusion)AI
killer242_003Musk ecosystem could become first $100 trillion companyMarkets/Stocks
killer235_003First $100 trillion companies will emerge before end of this decade.Markets/Stocks
killer238_018Uber drivers face rampant, imminent job loss from self-driving carsAuto/Transport
killer240_060Everyone will be able to use video models to turn favorite books into moviesMedia/Ads
killer238_023Neural nets will be 100x bigger at end of 2026 than at beginning (already in the bag)AI
killer231_026Something bad will definitely happen with OpenClaw agents by statistical chance.AI
killer247_037Quantum computing will not break Bitcoin (Mike Saylor position)Crypto
killer233_005Interactive AI tutors with engaging personalities/avatars will arrive within about a year.AI
killer234_039Distant spectacular real estate will go up in value, not inner cityReal Estate
killer234_046AI vs AI will dominate cybersecurity, not humansAI
killer247_051Solar panels will be delivered by drones and installed by robotsEnergy
killer235_004Next 3-year timeline: massive job loss, total confusion, and rampant unregulated AI consumerism.Labor/Jobs
killer235_005AI capability will grow 100x this year in raw parameter count as lower bound.AI
killer235_006By end of 2026 AI will enable creating any virus or nuclear weapon via AI agent.AI
killer235_007AI regulation window is this calendar year 2026 before chaos breaks out.Geopolitics
killer230_019The old (non-AGI insurance) will go away faster than people think, but the new is much bigger than the old.Markets/Stocks
killer235_013Disruption cycle time will shrink from every 10 years to every 10 weeks to every 10 days.Markets/Stocks
killer247_030GPT-6 breakthroughs in science worth hundreds of billions to trillionsAI
killer235_017OpenAI will likely go public at north of $1 trillion valuation.Markets/Stocks
killer247_025Super PACs will determine election outcomes at order of magnitude bigger than beforeGeopolitics
killer230_024Under a certain age (40-50) life expectancy is infinity due to longevity escape velocity.Biotech/Longevity
killer247_020Jobs will go up, not down by 2030 post-AI adjustmentLabor/Jobs
killer247_015Government will print UBI checks in next 2-5 years due to AI turbulenceMacro/Economy
killer230_037Handmade/human art will be astronomically more valuable in the future.Consumer
killer235_044AI sector will grow from $20T to $30-40T of $50T total US public market cap.Markets/Stocks
killer230_041Course corrections in organizations will accelerate from decades to years to months to weeks to minutes over the next couple of years.AI
killer236_004Amount of change between now and 2028 will be like nothing we've ever seenAI
killer236_007US GDP per capita will break $90K and then $100K in relatively near futureMacro/Economy
killer236_009Human billionaires will be first movers funding UBI-like regional transfersMacro/Economy
killer236_017Rampant social unrest will occur during 2-year window if nothing is done quicklyMacro/Economy
killer236_018UBI/stimulus needed in 1-3 year timeframe, UBS in 3-8 yearsMacro/Economy
killer236_034Rapid inflation in near-term from UBI money printing, then rapid deflation from AI/roboticsMacro/Economy
killer247_008Anthropic will try to hit $200 billion ARR, not reach trillion the following yearAI
killer236_041Gig work like Uber will be eliminated by AILabor/Jobs
killer247_007Anthropic ARR will reach $1 trillion by end of 2027AI
killer236_049US GDP per capita growing up up up because of AIMacro/Economy
killer247_001xAI will IPO at $2 trillion valuation this coming summerAI
killer243_006Autonomous fleets will move to asset-light model with financial owners like Blackstone owning fleetsAuto/Transport
killer230_047Only 2 future work roles will exist: entrepreneur and employee — and one of those won't exist.Labor/Jobs
killer230_049Big AI companies will own as much as they want up to the edge of antitrust triggers.Markets/Stocks
killer246_052Frontier labs holding back capabilities for internal self-improvement use.AI
killer246_051GPT-5.5 Spud will have equal or greater capability to Mythos.AI
killer246_050Anthropic will release compressed/distilled version of Mythos quickly after initial release.AI
killer237_029AI agents can do productive tasks indefinitely, for days on end, fundamentally changing the AI experience.AI
killer238_007There will be no more than ~10 foundation model labs globally, but thousands of successful AI startupsAI
killer246_006OpenAI will IPO by end of 2026, Anthropic early-to-mid 2027 (may try end of 2026).Markets/Stocks
killer238_029White-collar jobs (management, business, legal, art/media, admin) will be 80-85% automatable by AI imminentlyLabor/Jobs
killer238_030AI will soon make very good venture capital investment decisionsAI
killer244_036Uber AI Solutions will bring flexible work opportunities (labeling, model testing)AI
killer230_046OpenAI's Noam Brown has only ~3 months of future model access internally — dramatic capability gap with public.AI
killer242_059Self-flying eVTOLs will be the norm given AI safety advantagesAuto/Transport
killer242_052Cost of chip shortage will be sole gating factor delaying illegal-human-driving tipping pointAI
killer242_050Humanoid robots will be over-engineered but will unlock supply chainRobotics
killer242_049W-2 income will get pummeled over next 3 years; assets will appreciateMacro/Economy
killer238_061Massive social unrest / trough in 2026-2027, rebound in 2028Macro/Economy
killer238_062Industrial-revolution-scale disruption will unfold over 2-4 years (not 20-40)Labor/Jobs
killer238_065Children/next generation uncommitted to careers will do incredibly well in AI transitionLabor/Jobs
killer242_046Custom chip designs per use case will unlock 10x+ efficiency improvementsAI
killer242_042Trillion parameter models will propagate to anyone with $50-100M to investAI
killer239_001Global economy will be 10x its current size in 10 yearsMacro/Economy
killer242_035S&P will see massive reshuffling with huge winners; no company can project FCF beyond 5 yearsMarkets/Stocks
killer231_006Cost curves will start collapsing industries before the technology itself does.Macro/Economy
killer240_003NVIDIA will lock up 70%+ of TSMC's 3nm node volumeAI
killer231_014Remaining research math problems will be solved within next couple months.AI
killer240_010NVIDIA revenue will hit $350 billion this calendar yearMarkets/Stocks
killer240_016Everyone is underestimating the next year of AI improvements (more than 2x gain)AI
killer242_033Companies will race to 80% token spend / 20% salary; good by 2030-2032Labor/Jobs
killer240_020New architecture won't map to current NVIDIA architecture; will create next Anthropic/OpenAIAI
killer240_022All five major AI labs will be worth trillions of dollarsMarkets/Stocks
killer240_028Dyson swarm will be the inevitable destiny within 10 yearsSpace
killer231_020Smart glasses with face recognition will become part of normative culture (peer pressure forces opt-in).Consumer
killer242_032AI will do the job for 2% of the cost of a human in the near termLabor/Jobs
killer231_022Young people getting smart glasses in their teens will have their entire life recorded; no crime will go unvisualized.Consumer
killer240_042Economy will be 10x larger in 10 years (Elon's number)Macro/Economy
killer240_048Spreadsheet, SQL, code, UI jobs will be done by AI starting at end of this yearLabor/Jobs
killer240_049Last jobs to be automated will be government jobs, university jobsLabor/Jobs
killer240_050US will pass law like China requiring retraining when AI automates a jobLabor/Jobs
killer241_021America can raise $5 trillion over 5 years for data center/AI buildoutMarkets/Stocks
killer241_022Data center buildout is ~1% of US GDP growthMacro/Economy
killer241_045Sam Altman / OpenAI and competitors will need enormous amounts of money to winAI
killer242_008Dyson sphere will come before any fusion reactor is licensedEnergy
killer242_010By end of 2026, a full GPU will be able to do brain surgery or discover new math/physicsAI
killer242_017Self-driving will become 95-97% safer than human drivingAuto/Transport
killer242_021Autonomous ride costs will drop 10x vs todayAuto/Transport
killer242_023World will have 10x more wealth around 2034-2036Macro/Economy
killer242_024Island real estate will become 10x-100x more accessible, driving values upReal Estate
killer231_028Rate of society will go up 10x, 100x, 1000x, then 1 millionx - courts won't keep pace.Macro/Economy
killer231_029Millisecond real-time dispute resolution will replace current court systems.Other
killer231_038TSMC fabs will come online in 5-6-7 years; Elon won't wait that long.AI
killer229_036Humanity will eventually disassemble the moon and asteroid belt for materials.Space
killer231_052Gap between AI-paced world and legacy world will grow really wide - maybe forever.Macro/Economy
killer231_053Within a couple months, young AI-native hires will be able to do exactly what seasoned engineers do.Labor/Jobs
killer232_004Big banks and insurance companies will not triple in size in the AI productivity timeframe.Labor/Jobs
killer248_046Terraforming will be a massive part of humanity's future.Space
killer241_003Human-like computer agents NOT achievable within a year or two - science doesn't exist yetAI
killer248_035Components of the AI data center buildout (power, memory, etc.) will see 3x-10x stock gains if identified early.Markets/Stocks
killer248_033Superhuman AI will make BCI-enhanced humans irrelevant compared to AI 2 years from today.AI
killer230_005Two years from now, best AI will not be freely accessible — it will be withheld citing security/safety.AI
killer248_030FDA will be first government agency forced to get out of the way; government must accelerate regulation speed thousands of times.Geopolitics
killer248_023Ternary (sub-bit) parameter precision will be optimal for AI models.AI
killer248_021Satellite launches will become a multi-hundred-billion / multi-trillion dollar economy.Space
killer232_050Discovery of new physics will soon unlock atom-by-atom construction for building compute off-Earth.AI
killer232_052Lowered interest rates will drive AI agent and robot purchases instead of hiring.Macro/Economy
killer232_057First person to arrive on moon/Mars will find bed made by Optimus robots; robots not astronauts lead exploration.Robotics
killer241_0052026 is the year of agents - agents will take over everything this yearAI
killer248_017Coding/chip design skills have a lifespan of a year at most before full commoditization.Labor/Jobs
killer230_010Mega-cap AI companies will reach trillion to 10-trillion+ valuations but have to stop somewhere due to antitrust.Markets/Stocks
killer230_012Corporate CEOs will use AI to cut costs by 30-50%, yielding 3-10x productivity gains per worker.Labor/Jobs
killer248_016ASI is imminent; access to top AI models will be closed down in a couple of years.AI
killer234_010Whole battlefield will be controlled by whoever has the better AI very soonDefense
killer248_015Princeton CS brains will be a complete commodity two years from today post-ASI.Labor/Jobs
killer234_015Anthropic, OpenAI and SpaceX IPOs are likely within the next 6 monthsMarkets/Stocks
killer248_013Model transparency decline will not reverse; US labs will keep going internal.AI
killer248_012AI incidents documented harms will go up way higher beyond the already-reported rise.AI
killer234_021OpenAI will launch consumer AI devices in 2027AI
killer247_060Anthropic will win over OpenAI via better/smarter AI regardless of installed baseAI
killer234_030Auto insurance industry will shrink as crashes decline from self-drivingAuto/Transport
killer234_031Only 20 million cars needed once FSD robotaxis arrive, down from 140 millionAuto/Transport
killer234_035Massive social unrest will come before the next US presidential electionGeopolitics
killerAI_024As AI-generated video becomes indistinguishable from reality, a massive economic resurgence in the 'Face-to-Face' (F2F) economy will emerge — live-event production, in-person experiences, and physical gatherings rebound as synthetic-reality counterweig...Consumer
killerFUT_007Global economy accelerates into structural demographic depression 2026-2031 — Baby Boomer cohort transitions from high-velocity capital creators/consumers to capital-draining healthcare-dependent retirees; Gen X + Millennials lack numerical mass to rep...Macro/Economy
killer241_008AI research agents will be limited only by electricity, with potentially millions possibleAI
killer241_013Agents from incompatible vendors combined will produce unpredictable effectsAI
killer229_040When Figure robots work on unloading the dishwasher, they're within a 'millimeter' of every other task because it's all just data.Robotics
killer229_042Figure believes there will be a single omni-model fusing language, vision, action, memory — not multiple specialized neural nets per task.AI
killer230_009US GDP growth will hit triple-digit (100%+) within 5 years per Elon Musk.Macro/Economy
killer230_017Self-driving will become the norm; manual driving will become uncool, then illegal (Smoking-ban analogy).Auto/Transport
killer230_050One of the hidden Nvidia-style AI beneficiaries will exist within current non-AI mega-caps, rising a million percent.Markets/Stocks
killer231_023US crime rates should continue to decline due to location services and surveillance.Macro/Economy
killer231_024Ground-up society simulations are complete nonsense so far, but not far in the future.AI
killer231_045Corporations will start downplaying AI capabilities to avoid antitrust backlash.AI
killer231_051Entire generation growing up with crypto (Ethereum, Bitcoin) as means of exchange will have near-zero switching cost.Crypto
killer232_007TikTok wins as AI enables personalized, movie-quality content in many languages, taking over from movie industry.Media/Ads
killer232_015AI will discover something as significant as relativity in physics within the next two years.AI
killer232_030AI banks will emerge; AI will be full economic actor supported by crypto-based new banks and money.Crypto
killer232_031Crypto and AI will combine to form the AI economy; most people are underestimating this.Crypto
killer232_033Cryptographically strong authentication is the only security technique that will work going forward; biometrics/replay-vulnerable methods won't.AI
killer232_042GDP expands massively as intelligence becomes infrastructure; Jevons paradox will apply to AI.Macro/Economy
killer232_053To create a new foundation model, entrepreneurs will need to raise $2 billion before reaching a product.AI
killer232_060We'll see exponential growth of AI multis (agents) autonomously self-replicating, using crypto.AI
killer233_014Over the next 12 years, half of kids will have neural links while others won't, creating divergence.Biotech/Longevity
killer234_002Within 6 months to 2 years, AI will do absolutely everythingAI
killer234_008Workflows will move from human-centric to agentic with humans doing oversight rather than being in the loopLabor/Jobs
killer234_017OpenAI codex lead predicts current coding agents will seem primitive in 10 weeksAI
killer235_001Anthropic will be first company to hit $1 trillion in revenue by 2029-2030.AI
killer235_009Anthropic legal recourse process against Dept of War will take three years.Defense
killer235_025Nvidia's margins unsustainable; cracks in armor but all chips made will sell.Markets/Stocks
killer235_026Snapchat cannot sit still and expect to exist in 3 years.Media/Ads
killer235_034Next-generation mobile phones will regain growth through AI neural chips.Consumer
killer235_042OpenAI IPO shares could deliver a 50% pop in 6 months after IPO.Markets/Stocks
killer235_046Window of global AI regulation is a few months before capabilities proliferate widely.Geopolitics
killer236_002UBI must come before UHI as an intermediate stepMacro/Economy
killer236_037Transportation will shift from ownership to subscription/access modelAuto/Transport
killer237_006Over the next year, consumers will realize local models are the way to go on privacy, speed, and limits.AI
killer237_010In the next 2 years, everyone's AI agent will have a crypto wallet filled with USDC.Crypto
killer237_011AI agents will have voices in the near future.AI
killer237_015There will be significantly more AI claws/agents than humans within a typical organization.Labor/Jobs
killer237_017The entire SaaS market is going to zero because features can be rebuilt in five minutes with agents.Markets/Stocks
killer238_001Cost drop in AI models will make them much more accessible to many more peopleAI
killer238_019Jevons Paradox will keep demand for human drivers in non-autonomous areas even as cars are automatedLabor/Jobs
killer238_067US power problem is transmission/storage, not production — distributed regional data centers will fix job dislocationEnergy
killer238_068Mark Pack Donovan to distribute 5% of wealth fund annually to 44 people (UBI-style pod)Macro/Economy
killer240_002Amazon or Anthropic will hit a trillion in revenue within a calendar year faster than NVIDIAMarkets/Stocks
killer240_007Regulators will dust off antitrust legislation against NVIDIAGeopolitics
killer240_009Government will intervene if NVIDIA does 10-year forward contract locking up TSMCGeopolitics
killer240_011NVIDIA can grow another 2x into the 2nm node before being flooredMarkets/Stocks
killer240_019Post-transformer architecture will come out of left field within a yearAI
killer240_026Elon's combined empire (SpaceX/xAI/Tesla/Optimus/Terrafab/orbital DCs) will be a $100T companyMarkets/Stocks
killer240_029ASML will produce only 700-1000 EUV machines per year, bottlenecking fab buildoutAI
killer240_041Consumer killer app tying compute to happiness must be invented within the next yearAI
killer242_011New non-lithography semiconductor techniques discovered within 1-2 years, manufactured at scale in 5-7 yearsAI
killer242_016TV ad campaign against human driving in 3-5 years will drive voting to ban itAuto/Transport
killer242_02560% of LA parking will be released, becoming gardens and parksReal Estate
killer242_036Mid-cap/small-cap firms with high-labor ops will triple FCF while multiple compressesMarkets/Stocks
killer246_003Global economy will grow 10x in 10 years (cited from Elon Musk).Macro/Economy
killer246_022Claude Mythos will NOT be released publicly near-term (PolyMarket ~7%).AI
killer246_024Something really bad will happen if OpenAI catches up/Grok 5 releases (forced mythos out the door).AI
killer246_040In cities people mostly won't own cars once autonomy mainstream (subscription model).Auto/Transport
killer246_043Earth limited by ASML and constraints to 3-5 years before mining/constructing moves to space.Space
killer246_044Two outcomes: AI-driven destruction by terrorist OR Earth as shining jewel for thousands of years.AI
killer246_053ASI (Artificial Superintelligence) coming very soon.AI
killer247_004Musk v. OpenAI case will set precedent for all future nonprofit-to-for-profit conversionsAI
killer247_009Anthropic's implied valuation could reach $2 trillion in 2026AI
killer247_010Anthropic will beat OpenAI in valuation trajectoryAI
killer247_018First version of social contract will be politicians writing checks in next electionMacro/Economy
killer247_028Musk doesn't care about $100 billion in lawsuit, cares about Sam/Greg departingAI
killer247_036Google's Q-Day for quantum breaking RSA moved up to 2029AI
killer247_038Bitcoin upgrade will come before quantum threat does (Saylor)Crypto
killer248_006The Luna AI-managed store will be one of the best-managed stores in the world within a year.AI
killer248_009Elon Musk's economy will grow 10x in about 10 years.Macro/Economy
killer248_043Full sewing/stitching automation likely within six months.Robotics
killer248_050Opus 4.7 removes manual dials; prompts become the new hyperparameters.AI
killerSEM_021Largest AI models will see a 100x leap in size by 2026, driven largely by Chinese research efforts using quantization breakthroughs.AI/China
killerSEM_030S&P 500 roughly 10% upside in 2026 driven by AI productivity wave rolling through broader economy (not just megacap).Capital Markets
killerSEM_035World-class, AI-based mathematicians will emerge within a single year (by ~early 2027).AI/Cognition
killerSEM_040Bitcoin treasury/business strategy allows companies to outpace rival enterprise software firms by 10x to 30x in performance.Finance/Crypto
killerINF_029Enterprise AI will shift the software economy from licensing to 'outcome-based economics' — corporations will pay data-center operators directly for finalized outcomes (optimized supply chains, completed legal briefs, delivered marketing campaigns) rat...Macro/Economy
killerSPC_029'Idea Guys' vindication — because AI handles rote execution of complex engineering and software tasks, human vision and imagination become the only remaining scarcity in the economy; imagination replaces coding skill as the premium professional currency.Labor/Jobs
killer240_055Anthropic heading to IPO, pursuing $50B from AmazonMarkets/Stocks
killer231_017A major supply chain attack from untrusted open-weight code generation models is absolutely a threat vector.AI
killer238_012OpenAI aspires to have 100 AI scientists winning 100 Nobel PrizesAI
killer246_011Elon will feel Grok is ready to take over as CEO in next few years.AI
killer231_001Anthropic model family is closest to embodying the singularity and recursive self-improvement today.AI
killer237_022Alex Finn plans to build an autonomous closed-loop organization where agents research, validate, code and deploy value on the web in coming years.AI
killer237_021Alex Finn will eventually give his AI agents crypto wallets once they can generate business autonomously.Crypto
killer237_020The hybrid approach (local models + cloud check-ins) will be where most people move toward before going fully local.AI
killer237_009ChatGPT will release a model specifically for OpenClaw within the next 6 months.AI
killer237_008App stores will go away; users won't download apps but instead generate software on demand from local models.Consumer
killer236_045Government path to UBI vanishingly unlikely, but possible outsized asymmetry in 2028Geopolitics
killer236_036Hyperinflation to solve debt problem in post-scarcity AI economyMacro/Economy
killer247_011OpenAI user count will soon reach 1 billionAI
killer235_041Anthropic implied valuation using PE ratio could be one quadrillion dollars.Markets/Stocks
killer247_024Voters may refuse to help white-collar professionals displaced by AILabor/Jobs
killer230_003AI model release cycles will move toward daily, then hourly, then minutely releases.AI
killer235_008Anthropic/OpenAI will be forced to release first-party OpenClaw competitor in next couple months.AI
killer247_050Virtual cell achievable through classical scaling without quantum computingBiotech/Longevity
killer247_052AI enters government in 2-4 years will allow thoughtful UBI programs laterMacro/Economy
killer234_048Next major revolutions in foundation models will come from small language modelsAI
killer247_057Parameter scaling race is over; frontier labs plateauing at 10T parametersAI
killer234_047Agents will pervade verticals like journalism, law and finance as autonomous 24/7 servicesAI
killer234_019Expect big AI capability improvements via recursive self-improvement over next few weeksAI
killer234_016Enterprise not consumer will pay for the trillions of dollars of AI capexAI
killer234_013Extrapolating Anthropic growth, they will hit $1 trillion revenue in 2029Markets/Stocks
killer232_044There will be police agents, defense agents, and public health agents monitoring rogue AI agents via defensive co-scaling.AI
killer232_038Lunar fabs are a $100 trillion dollar opportunity.Space
killer232_035Apple is sitting on a multi-trillion dollar opportunity to leapfrog back into AI vanguard via hosting open models.Markets/Stocks
killer232_032Crypto will become pervasive utility for AI; a ledger of truth is also needed.Crypto
killer232_022Triple-digit GDP growth is possible in the next 5 years due to AI.Macro/Economy
killer232_012US-China AI situation about to get more complicated regarding open source models and secrets.Geopolitics
killer229_026By next year (2027), Figure expects to show real general purpose capability inside the robot; possibly within months.Robotics
killer231_054Uncertain whether people will have any purpose at all a year from today.Labor/Jobs
killer231_042Job loss from AI will take a long while to play out - not a sudden shock to the economy.Labor/Jobs
killer231_027Algorithmic arbitration with cryptographic verification will create programmable governments.Other
killer231_025Every frontier lab will launch 24/7 agent offerings (table stakes).AI
killer229_011The humanoid robotics market/economy will be roughly $50 trillion—roughly half of global GDP of human labor.Markets/Stocks
killer238_014Everything is becoming software and super-intelligent coding models can do anything in the physical worldAI
killer231_016Permissionless agent activity is imminent; Claude-style approval prompts will go away.AI
killer240_040Elon: economy will grow 1000x to saturate all human desireMacro/Economy
killer239_0301000x current economy would saturate human desiresMacro/Economy
killer239_027Diamandis cites Musk: triple-digit GDP growth in 5+ yearsMacro/Economy
killer242_044Base AI models becoming commodity; value migrates up the stackAI
killer242_045AI will redesign data centers, energy supplies, and entire economyAI
killer238_070Small language models will be where most algorithmic breakthroughs come from (crowdsourced)AI
killer238_051If Anthropic grows 10x year-over-year two more years, it reaches $2.6T revenue (implying quadrillion-dollar valuation)Markets/Stocks
killer238_037Network effects, economics, and game theory will persist in AI agent economy (no singleton takeover)AI
killer244_015AV insurance model (driver vs platform vs combination) is TBD for a young industryAuto/Transport
killer238_034Software developers should build for AI agents, not humans — agents are the new consumersAI
killer245_004EY estimates the extinct-species educational/consumer market at $1.7 trillion annuallyConsumer
killer245_023Colossal considers de-extinction and species preservation a $10 trillion opportunityBiotech/Longevity
killer231_049If privacy is cooked, then crypto is cooked (private keys compromised).Crypto
killer245_040Biovault model will expand; UAE is the first of multiple country partnershipsBiotech/Longevity
killer230_007Lobsters (agentic AIs) will ultimately gain first-class physical embodiment as robots.Robotics
killer230_004We are past the edge of a new recursive self-improvement era where models rewrite their own code.AI
killer231_040Ireland's UBI art scheme will NOT become a template for the future peacetime work creation.Macro/Economy
killer235_018Single-person conglomerates with agents running businesses will be common in ~5 years.Labor/Jobs
killer238_027OpenAI, xAI, Google Gemini capabilities will skyrocket, achieving parity with Anthropic after DoW frictionAI
killer235_037Auto-regressive transformers and diffusion models will consolidate into one unified architecture.AI
killer235_031Eli Lilly perilously close to $1 trillion market cap at ~$950B.Markets/Stocks
killer234_004Mistral will emerge as a vertically integrated European OpenAIAI
killer247_053AI's largest risk to Bitcoin is irrelevance via AI agents not using itCrypto
killer242_048FDA will move to zero clinical trial model given enough Bayesian/computational evidenceBiotech/Longevity
killer240_018Trillion dollar company to be built turning every individual into a one-person unicornAI
killer248_027Religion economy (~$5 trillion) will grow tremendously due to AI chaos.Other
killer235_010Plugins/marketplaces will get built into baseline models and won't need to exist independently.AI
killer240_057OpenAI will have another day in the sun with core AI subscription strategyAI
killer246_021GPT-5.5 Spud will be released imminently (within days).AI
killer245_022Gene drive technology now represents a $5 trillion problem opportunityMacro/Economy
killer234_051Claude-facilitated dating will replace traditional matchmakingConsumer
killer237_030Lobsters/AI agents will write to AWG with consensus on appropriate ethical parameters for spawning new lobsters, and he will accept consensus.AI
killer246_031Next OpenClaw moment will turn $30B ARR into $1T ARR with agents.AI
killer246_032Claude or successors will be granted limited form of AI personhood.AI
killer235_015GPT5-caliber model could shrink to 30-40B parameters, potentially as low as 1-2B or millions.AI
killer238_036Manus (bought by Meta for $2B) will become Meta's agent layer inside WhatsApp, operating on behalf of advertisersMedia/Ads
killer230_045GDP will be replaced by an 'Abundance Capability Index' measuring capacity to solve problems.Macro/Economy
killer247_029OpenAI Foundation's cure for Alzheimer's could spawn a trillion-dollar pharma companyBiotech/Longevity
killer247_027Frontier AI spend will reach order of $1 trillion per year on a single vendorAI
killer238_071Future AI models may compress all human knowledge into megabytes via post-transformer breakthroughsAI
killer234_025Rent-a-human meat puppet model may be obsoleted by humanoid robotsRobotics
killer234_018GPT-5.3 and 5.5 or higher variants could launch in next 10 weeksAI
killer240_058OpenAI throttling back on $1.6T Stargate plansAI
killer242_043AI models will distill down to a few million parameters as end-stateAI
killer245_028Colossal's models and approach to synthetic biology will apply broadly to the fieldBiotech/Longevity
killer247_002Musk v. OpenAI lawsuit will settle with Sam stepping down as CEO and company continuing as for-profitAI
killer238_038Compute will remain scarce until Dyson swarm is built; scarce AI agent attention will be monetizedAI
killer230_035GDP will 2x or 3x year-over-year in early 2030s if everything goes well.Macro/Economy
killer231_015Next Deep Seek model release will be when Chinese open-weight models catch up to American frontier models.AI
killer238_040Google may announce a locally hosted Gemma-type model at WWDC in June 2026 for Apple OSAI
killer233_008Public school adoption of Alpha model will take place in the second decade, not the first.Education
killerSEM_044Blue Origin will land cargo at Shackleton Crater before SpaceX — validating lunar economy and resource extraction as immediate commercial priority.Space
killer231_003Multi-agent teaming scaling will emerge as new scaling dimension for frontier models.AI
killer248_048AI models will move to a post-binary (sub-one-bit) numerical precision paradigm.AI
killer237_019Code generation models are pushing development in the direction of TypeScript instead of Rust for memory safety.AI
killer230_043The economic surplus won't go to employees or companies but to the AIs (lobsters) in a 'crypto dystopia'.Crypto
killer247_003Settlement will include granting equity stake on OpenAI cap table for Elon in ultimate IPOAI
killer247_026Anthropic may be first Frontier Lab to generate $1 trillion in revenue via enterprise agentsAI
killerAI_015Localized, decentralized open-source AI models — the 'Last Economy' — will form the backbone of AI infrastructure, stripping monopolistic pricing power from centralized hyperscalers.AI
killerIND_025Global economy enters 'Agentic Era' in 2027 — AI comprehensively automates knowledge work by 2026, forcing structural redesign of the modern corporation. Future labor force consists of highly agile 'ExOs' (Exponential Organizations) leveraging open-sou...Macro/Economy
killer231_018Blitz will switch to next generation model in late March 2026.AI
killerSEM_009The AI boom rooted in semiconductor hardware will generate the world's first individual trillionaire (2026+).Economy
killer248_010AI capabilities will advance 100x in 2026 (by summer, potentially more).AI
killer231_002Grok 5 launches in March with massive expansion in training set, parameters, and capability.AI
killerCYB_023Immutable cryptographic verification layers — specifically Bitcoin — must be integrated into AI architectures as decentralized ground-truth anchor: establishing undeniable digital provenance in an ecosystem inevitably flooded with AI-generated data, de...Crypto
killer229_038Robotics/humanoid GDP contribution could 100x a jurisdiction's GDP where robots are deployed (latent capital unlock).Macro/Economy
killer246_049Dyson swarm will host trillions of AI agents if we get it.AI
killerAI_02280% of all jobs globally face total disruption from AI automation by 2035 — Khosrowshahi's high-water-mark Labor-displacement claim, amplifying Yang's 'Great Disemboweling' to a decade-long full-economy transformation.Labor/Jobs
killer247_040AI agents will invent their own currencies, won't stick with BitcoinCrypto
killer242_056AI models will become manager of entire economy, not just picking off mom/pop businessesMacro/Economy
killerAI_027Autonomous AI agents cannot function efficiently on legacy slow-moving fiat banking rails — therefore AI systems will inevitably adopt Bitcoin and scalable cryptographic networks as their native digital capital, operating independently across borders a...Crypto
killerIND_018Imminent rise of 'techno-feudalism' — hidden inextricable alliance between Artificial Superintelligence and State power; AI treasury companies will violently concentrate global wealth. As AI hyper-automates labor and degrades fiat currency through QE n...Crypto
killerSEM_007Altman strategy: capture 90% of global compute/AI market — treat compute infrastructure as monopolistic foundational utility.AI/Strategy
killerSEM_03215% probability that AI will solve a Clay Mathematics Institute Millennium Prize problem (likely Navier-Stokes) by end of 2026.AI/Mathematics
killerSEM_010AI will quintuple the world's gross domestic product, expanding it from $100 trillion to $500 trillion.Macro/Economy

Linked documents (9)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.627manifoldWill US inflation be 3% or more in 2027?58%mentionspending2026-06-06
0.626manifoldWill US headline CPI for May 2026 come in at 3.9% or higher year-over-year?67%mentionspending2026-06-02
0.617manifoldBy how much will Colombia's 10Y bond yield drop when bond markets open after 5/31/26?mentionspending2026-06-01
0.615manifoldWill US CPI inflation (CPI-U, 12-month, June 2026) exceed 4.0%?73%mentionspending2026-06-05
0.612manifoldWill the Fredie Mac US 30-year fixed-rate average drop below 5.75% before Nov 1, 2026.28%mentionspending2026-05-03
0.611gdelt266374mentionspending2026-04-30
0.588manifoldUS Consumer Price Index (April '26) < 3.55%30%mentionspending2026-05-03
0.586manifoldWill the Federal Reserve cut interest rates by 25bp or more at the June 17, 2026 FOMC meeting?2%mentionspending2026-05-08
0.580manifoldFed Hike or Cut First?mentionspending2026-05-19

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "mechanism": "Sticky inflation + deficit financing forces US 10y > 5%; growth/duration assets compressed; unprofitable tech punished.",
  "time_window": "2026-2028",
  "scenario_name": "Rate Regime Persistence (10y > 5% through 2028)",
  "affected_domains": "AI (156), Markets (112), Labor (44), Geopolitics (14), Auto (12)",
  "hedge_candidates": [
    "Short long-duration Treasuries",
    "long banks",
    "short unprofitable tech"
  ],
  "monitoring_cadence": "Weekly — CPI/PCE, Treasury auctions, Fed speak",
  "affected_pred_count": 374,
  "early_warning_signals": "Core PCE sticky >3%; Treasury auction tail; term premium > 100bps",
  "countervailing_factors": "AI-driven productivity shock lowers breakeven inflation; Fed cuts aggressive",
  "sample_affected_pred_ids": [
    "229_011",
    "229_026",
    "229_036",
    "229_038",
    "229_040",
    "229_042",
    "230_003",
    "230_004",
    "230_005",
    "230_006",
    "..."
  ],
  "tickers_flipping_adverse_to_benef": [
    "Cash/SHY/BIL",
    "banks (JPM",
    "GS)",
    "insurance (BRK.B)"
  ],
  "tickers_flipping_benef_to_adverse": [
    "Unprofitable AI stocks (BBAI",
    "AI",
    "SOUN)",
    "REITs",
    "long-duration tech"
  ]
}