🔍 Investigations
2 analysesEight Offshore Findings. One Cleared the Gate.
AI cross-referenced ICIJ databases under a public protocol. 1 documented, 3 killed, 2 barred to protect a victim and a private citizen. Every verdict hash-chained.
Investigation$427B in Anonymous Political Spending
Global dark money 2015-2024. $1B+ per US election cycle. Flow networks by source type.
🤖 AI & Technology
28 analysesOpenAI: $750B Valuation, $115B Projected Losses
5 structural walls. Anthropic profitable 2 years early. API prices falling 40%+/year.
AI$5T Valuations. $100B Revenue. 50× Multiple.
Dot-com peak was 25×. Current S&P P/E is 22×. AI is 2× dot-com peak.
AIVirginia: 1 in 5 Kilowatt-Hours Goes to Data Centers
176 TWh in 2024. DOE projects double or triple by 2028. Capacity wall 2027–2028.
AITraining GPT-3 Used 700,000 Liters of Water
Data centers consumed 1.7 trillion liters in 2022. Show by operation type.
AIThe NSA Director Joined OpenAI 4 Months After Retiring
15+ former intelligence officials at AI companies. Rules written by the regulated.
AIPentagon's Real AI Budget: $5–10B. They Say $1.8B.
$800M to 4 frontier labs in 2025. Anduril: $20B Army contract.
AISand Hill Road to the Pentagon: The AI Defense Map
Palantir, Anduril, Scale AI. 4 frontier labs now have DOD contracts.
AIEU AI Act Protects Incumbents by Design
10^25 FLOP threshold calibrated to current frontier. Open-source loses exemption exactly where it competes.
AIAI Compliance Costs: $1-5M Per Framework
EU AI Act, US EO 14110, UK, China. Fatal for open-source collectives, trivial for OpenAI.
AILlama 4 Is Within 15-20% of GPT-4 at Near-Zero Cost
The capability-cost curve is collapsing. Most underpriced risk in AI valuations.
AITSMC Makes 90% of Advanced Chips. ASML Makes 100% of EUV Machines.
Single-point-of-failure map for the global compute stack.
AIMicrosoft 49% OpenAI. Google $300M Anthropic. Amazon $4B Anthropic.
The contagion network. One correction cascades through the entire ecosystem.
AIChina: 23,695 AI Papers. US: 6,378. But Who's Winning?
Quantity vs. quality divergence. US leads citations and frontier capability.
AIStargate $500B. EU €200B. China $15B State Fund.
The geopolitical AI investment race. Every major nation has a program.
AIArXiv AI Submissions: 10,000/Year (2015) → 70,000+/Year (2024)
7× growth in 9 years. Publication velocity as bubble indicator.
AIGPT-3.5 Tokens: $0.002 (2022) → $0.00015 (2024). 93% Drop.
The deflationary curve and its implications for AI company revenue.
AI77% Say AI Is Priority. 8% Have Deployed at Scale.
The 69-point intention-to-action gap by industry.
AIGPT-4 Hallucinates on ~3% of Factual Queries
Smaller models: 8–15%. Enterprise cost of AI errors: billions/year.
AIAI Coding: 26% Faster on Simple Tasks. Zero Effect on Complex Systems.
The task-complexity paradox in AI productivity research.
AI44% of OECD Workers Are in High-AI-Risk Jobs
300M jobs at risk globally. Risk by occupation and education level.
AILegal Research Job Postings: -31% Since GPT-4 Launch
Sector-by-sector job posting decline vs. AI capability growth.
AIAI Company Debt Maturities: $45B Wall in 2027
$12B (2025) → $28B (2026) → $45B (2027). Revenue must grow to meet it.
AI$1.8T in Venture Dry Powder. Check Writing Down 23%.
AI consumed 40% of 2024 VC. The overhang that follows peak cycles.
AITraining Data Value at Stake: $10–100B
NYT vs OpenAI, Authors Guild, Getty vs Stability. The liability wall forming.
AINo Insurance Market for AI Liability. Lloyd's Excluded It in 2023.
The coverage gap and estimated enterprise exposure.
AIAI Agents Could Automate $50B/Year in Enterprise Software Services
Salesforce, ServiceNow, SAP. The disruption risk from their own customers.
AIDocumented AI Infrastructure Attacks: Fiber Cuts, Substation Vandalism
2023–2025 incident map and trend. Physical backlash against AI buildout.
AITrust in AI Companies: 71% (2021) → 39% (2025 est.)
32-point drop in 4 years. By country and sector.
AIEU: Passed. US: EO. China: Passed. UK: Nothing.
The regulatory map. Compliance gaps and jurisdictional arbitrage.
🏥 Public Health
12 analyses1,059 Counties Score Worse Than Flint, Michigan
314,259 health-based violations since 1980. 10,971 currently open. 4.3M in high-crisis counties.
HealthAntibiotic Pipeline Exhaustion: ~2040. 39M Projected Deaths.
18 pharma companies with R&D (1990) → 4 today. $1B spent → $800K revenue → bankrupt.
HealthZepbound: 112 Reports (2023) → 31,938 in 2.5 Months of 2025
Ozempic, Mounjaro, Keytruda. Insider selling correlation: r = -0.11.
Health33,480 Excess Deaths from Wildfire Smoke in 2023
PM2.5 from wildfires is 10× more damaging than PM2.5 from other sources.
HealthLong COVID Removed 1.1M Workers from the Labor Force
$3.7B per week in lost productivity. The hidden economic burden.
Health$8.8B/Year on Preparedness. COVID Cost $16T. ROI: 1,818:1.
The most underfunded prevention investment in government.
Health160,000–200,000 Deaths/Year From Loneliness
12% of Americans have zero close friends. Loneliness = 15 cigarettes/day.
HealthConstruction Files Disability Claims at 5× the Rate of Tech
Amazon: 2× industry injury average. Mental health now 45-48% of tech/finance claims.
Health61M Americans Have a Disability. Unemployment: 7.6% vs 3.5%.
$490B in lost productivity annually. The 2.2× employment gap.
Health67% PTSD Remission with MDMA-Assisted Therapy. Placebo: 32%.
FDA breakthrough designations 2017-2019. Phase 3 results in.
Health$1.5T Spent on War on Drugs Since 1971. Drug Use: Unchanged.
Incarceration for drug offenses up 1,000% since 1980. Zero measurable impact on use rates.
Health200,000 Veterans Separate Annually. 20% Struggle to Find Work.
Veteran small business failures 2× civilian rate.
💰 Finance & Markets
18 analyses$734B in Contracts. $174M in PAC Donations. The Same 5 Companies.
Lockheed, Boeing, RTX, Northrop, Booz Allen. Every committee member's top donor.
Finance$68B Vaporized. SEC Filed Most Cases After the Money Was Gone.
FTX, Celsius, Voyager, BlockFi, Terra/Luna. FTX creditors recover ~90% nominal (2026).
Finance30%+ Cumulative Bankruptcy Rise 2022-2024. Matches 2007 Pattern.
Credit card debt: $1.17T record. The bottom 20% is already underwater.
FinanceCompanies Hiring Former Regulators Outperform S&P by 12-18%
OSHA, EPA, SEC revolving door → enforcement drops, stock rises.
FinanceCompanies >40% Federal Revenue: 2.3× Beta Around Debt Ceiling Events
The hidden volatility of defense and government contractor stocks.
FinanceAccelerating Litigation Predicts -23% Stock Performance vs Sector
CourtListener data as a trading signal. 12-month lead on underperformance.
Finance10+ Hedge Funds in the Same Stock → -4.2% Next-Quarter Underperformance
The crowded-trade drag. When everyone's in, the edge is gone.
FinanceShared Board Seats → 40% More Synchronous Insider Trading
Corporate interlocks as a trading signal.
FinancePatents Far From Core Business Predict M&A 6-18 Months Early
USPTO data as an acquisition signal. When companies start patenting outside their lane.
FinanceFast FDA Approvals Generate 34% Higher 12-Month Stock Returns
Drugs approved ≤6 months from PDUFA date dramatically outperform.
Finance$200B+ in Branded Drug Revenue Faces Generics 2024-2028
The patent expiration cliff by year and company. The countdown is live.
FinanceDetroit, Puerto Rico, Stockton All Showed Warning Signs 5+ Years Early
Pension-liability-to-revenue ratio as municipal default predictor.
FinanceState Pensions Collectively $1.4T Underfunded. Illinois: 45% Funded.
Funding ratios by state. Kentucky 54%. New Jersey 56%.
FinanceShort Interest >20% + Days-to-Cover >5 + Retail Options = Squeeze Setup
Historical squeezes with precondition flags. GME, AMC, and beyond.
FinanceOne Anchor Tenant Bankruptcy Triggers 3-5 Downstream Filings Within 18 Months
Bankruptcy contagion through supply chains.
FinanceBig Endowments: 3.2× Lower Tuition Growth, 2.1× Higher Admin Ratios
The paradox of wealth and efficiency in higher education.
FinanceEU Carbon at $65/Ton. Steel/Cement Margin Compression Starts at $80-100.
Sector-by-sector breakeven analysis. The approaching threshold.
FinanceSolar Now Cheaper Than Fossil Fuels in 91% of the World
LCOE curves. Solar dropped 89% since 2010. The tipping point is past.
📈 Markets & Signals
9 analysesM2 Money Supply Predicts Bitcoin Direction. 78% Accuracy. 90-Day Lead.
Free Federal Reserve data. Better than any other macro indicator.
SignalWeather Data Predicts Crop Prices 4-6 Weeks Before the USDA
+2°C anomaly → 7-12% yield shortfall. $50B agricultural impact from a bad season.
SignalGLP-1 Publications Grew 50% Before Ozempic Became a Household Name
Publication velocity as 18-month drug class predictor. Directional hypothesis, not proven.
SignalMulti-Signal Composite Leads Supply Chain Stocks by 8.4 Months
AIS shipping + OSHA + patent + BLS signals combined.
SignalFed Rate → Consumer Credit (3mo) → Bankruptcy (6mo) → Retail Vacancy (12mo)
The cascade timeline. Each stage is publicly trackable.
SignalCrypto at 90 Days. Gold at 120 Days. Equities at 60 Days. All Follow M2.
Asset-class lag comparison from a single macro input.
Signal12-Signal Real Estate Stress Composite by Metro
Delinquencies, inventory, days-on-market, price cuts, foreclosures. All in one index.
Signal80% of Rare Earth Processing: 3 Chinese Facilities. 60% of Cobalt: 1 Province.
Single-point-of-failure map for critical supply chains.
Signal$1 in Defense Spending Creates $1.48 in GDP. Top 10 Contractor States.
The multiplier effect mapped to regional economies.
⚖️ Justice & Policy
13 analysesAverage OSHA Fine for Killing a Worker: $22,000 — Less Than a Used Car
Dollar General: $15.4M in fines → 66% stock decline. The operational decay signal.
Justice78 of 100 Worst-Crisis Counties Are in 5 Former Slave States
Water, EPA, health, poverty, income — all five datasets point to the same corridor.
Justice16% of Fortune 500 Directors Sit on Multiple Boards Simultaneously
Dense media-corporate interlock network. Historical data 2000–2003.
Justice70% of the 2M People in Jail Right Now Have Not Been Convicted
Cash bail industry: $14B/year in premiums. Awaiting trial, not sentenced.
JusticePolice Seize $3.2B/Year. All Reported Burglaries: $2.5B.
Civil forfeiture exceeds all property theft. No conviction required.
Justice375+ DNA Exonerations. Average Time Served: 14 Years.
Map of exonerations by state and cause. 14 years of life, on average.
Justice3.6M Eviction Filings Per Year. A 7-Year Credit and Housing Barrier Follows.
Eviction rate by county. The cascade from one filing.
JusticeDEA Responds to FOIA Requests Within Deadline 12% of the Time
Average wait: 26 months. DOD: 67%. The transparency gap by agency.
Justice40% of DOJ-Fined Corporations Commit Another Violation Within 3 Years
22 companies have 3+ major violations. Fines as cost of business.
JusticeDeath Penalty 3× More Likely When Victim Is White Than Black
Controlling for crime type. Prosecutorial discretion as a racial signal.
Justice$182B/Year on Incarceration. Prison Labor: $2B in Below-Market Products.
The supply chain of mass incarceration.
JusticeDOJ/FTC Challenged <1% of 4,200 Reviewed Mergers in 2022
Average case: 4-5 years. The enforcement gap as market concentration signal.
JusticeUS Police Kill 3-4 Per Million People/Year. UK: 0.03. Australia: 0.08.
10-100× international comparison. The data by country and state.
🏠 Housing & Urban
11 analysesH-1B Hotspots Carry a $340,000 Housing Premium
San Jose: +$640K. Mechanism: high income + immediate housing need + no supply.
Housing75% of Residential Land in US Cities Is Single-Family Only
Minneapolis abolished SFZ → 7% rent decrease. The zoning-to-segregation link.
HousingBlack Applicants Denied Mortgages at 2.1× White Rate — Same Credit Profile
HMDA 2023 data. The discrimination that persists in algorithmic lending.
Housing143M Internal Climate Migrants by 2050. Phoenix Already at 30+ Danger Days/Year.
World Bank projection. The housing markets in the migration path.
HousingAirbnb/VRBO Removed 150,000 Units from Long-Term Housing in Top-10 Tourist Cities
Rent impact quantified. 150K homes that used to be homes.
Housing39% of Original Low-Income Residents Displaced Within 5 Years of Gentrification
The displacement quantified across census tracts.
HousingPoorest Chicago Properties Taxed at 3× the Rate of Most Expensive
The regressive property tax hidden in plain sight.
HousingHousing First: $28K/Year Cost. $40K/Year Emergency Services Saved. Net: +$12K.
The ROI on ending homelessness vs. managing it.
Housing22M Americans in Manufactured Housing. Land Rent Up 5.6%/Year. No Protections.
The hidden housing market and its extractive economics.
HousingInstitutions Bought 24% of US Single-Family Homes in Q3 2021
Blackstone, Invitation Homes. Market concentration and rent extraction.
HousingAt 0.5%/Year, Replacing America's Water System Takes 200 Years. Pipes Last 75-100.
240,000 breaks/year. 46,000+ deficient bridges. $1.39T investment gap.
👷 Labor & Employment
10 analyses$50B+ in Wage Theft Per Year. DOL Recovers $274M — 0.5%.
Wage theft is 3.5× all other property theft combined.
LaborWage Theft Dwarfs All Burglary, Robbery, and Larceny Combined
The comparison most enforcement agencies won't make.
LaborUnion Membership: 35% (1954) → 10% (2024). Each 1% Drop: +5-6% Inequality.
The 70-year decline and its measurable wage effects.
LaborCEO-to-Worker Pay: 20:1 (1965) → 399:1 (2021)
A 20× increase in the ratio in 56 years. International comparisons.
Labor$15+ Minimum Wage States: No Statistically Significant Employment Loss
State-by-state comparison vs. $7.25 states. The high-resolution data.
Labor46% of Americans Have $0 Saved for Retirement
Social Security replaces only 40% of income. The math doesn't close.
Labor55,000+ Unfilled Teaching Positions. Emergency-Certified Teachers Up 80%.
By state and subject. The pipeline feeding into the shortage.
Labor8M Unfilled Jobs. 6.5M Unemployed. 60% Skills Mismatch.
Manufacturing needs 3.8M workers that don't exist yet.
LaborIn 75% of US Labor Markets, 4 Employers Control >50% of Job Postings
Monopsony is the norm, not the exception.
Labor59M Gig Workers. 73% Have No Employer Health Insurance.
Median gig income: $11.83/hour. The uninsured workforce driving the economy.
🌍 Society & Civilization
11 analyses52% of Graduates Work Jobs That Didn't Need Their Degree. $870B in Debt Held By Them.
$1.77T total. Credential inflation then deflation — but the debt stays.
SocietyFull US Reparations Estimates: $14T. Georgetown Paid $400K for 272 Enslaved People.
Economic modeling of reparations programs implemented globally.
SocietyYour Personal Data Is Worth $300-$1,500/Year. Google + Meta Collect It on 5B+ People.
The $450B+ surveillance economy, quantified.
SocietyFake News Spreads 6× Faster Than True News. Health Misinformation: $3.6B/Year Cost.
The economic and social cost of the misinformation industry.
SocietyFacial Recognition: 34% Error for Dark-Skinned Women. 0.8% for Light-Skinned Men.
Mortgage algorithms: 80% more denials for Black applicants post-income controls.
SocietyA Carrington-Level Storm (1-in-150 Year): $2T+ Damage. Grid Not Hardened.
The tail risk nobody is preparing for.
Society4 Companies Control 82% of US Beef Processing
JBS cyberattack 2021 knocked out 20% of US beef capacity for a week.
SocietyUS Informal Economy: $1.2T — 5.4% of GDP. Global: $10T+.
By country and relationship to tax compliance.
SocietyBlue Economy: $3T. Ocean Fisheries: 34% Overfished. Deep Sea: $8T in Minerals.
The economy of the ocean we're destroying to mine.
SocietyIf AGI by 2030: 25% of Work Tasks Automated. 300M Jobs at Risk.
Goldman Sachs / OECD projections. The timeline and probability distributions.
SocietyAI + Nuclear + Pandemic + Climate + Biodiversity: The Convergence Timeline
Composite existential risk index. The interaction effects nobody models together.
🔬 Science & Research
8 analyses16% of Phase 3 Trials Killed for "Portfolio Re-Prioritization" — Not Science
<15% of drugs make it from Phase I to approval. The business decisions masquerading as science.
ScienceCancer Biology: 11% Replication Rate. Psychology: 36%. Economics: 61%.
The landmark 2015 study and its implications for published science.
Science76 Philosophy Papers Scored. Noûs Mean: 6.57/10. PPR Mean: 5.82/10.
Real data from the Scharp Scale scoring experiment. Top papers, venue comparisons, distribution.
ScienceClaude Opus Over-Resists Simple Compliance Items at 25%. GPT-4o: 0%.
ORB benchmark: 34 items, 3 models. Real data from the experiment.
Science60 New Nuclear Reactors Under Construction Globally. China: 22.
SMR approvals starting 2024. The nuclear comeback, by country.
ScienceLaunch Costs: $10,000/kg (2010) → $1,500/kg (2024) → $100/kg (Starship Projected)
98% cost reduction. Space economy: $546B → $1T+ by 2030.
ScienceAI Labs' Own Estimates: 10-50% Probability of Transformative AI by 2030
Expert surveys: median AGI by 2047. Probability distributions by forecaster type.
SciencePatent Trolls Cost Defendants $29B/Year. 67% of All Patent Litigation Is NPEs.
The geography and economics of non-practicing entities.