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Unmasking the AI Earnings Bubble — control dashboard

Formally-verified analysis · auto-generated from live data/*.json on 2026-06-11 · reproduce: bash run_all.sh · every figure carries a source URL in the matching research/*.json
A circular capital loop — firms booking each other's spending as revenue, solvent only while external capital keeps flowing — gated by physical chokepoints it cannot buy past on the timeline (compute capital, China rare earths, Russian enrichment, the power grid), and embedded in measurement and control layers (official statistics, paper commodity prices, and the identity / surveillance / political-money rails) that determine whether it can be seen and questioned. The financial core is machine-verified; every other layer is evidence-graded and excluded from the proofs. Not one cabal — recurring operators rebuilding the dot-com (vendor financing), Enron (off-balance-sheet SPVs), and LTCM (interconnected leverage) structures in the least-regulated venue.
11firm circular core (SCC; 12 incl. cancelable) 16round-trip cycles 229/234graph nodes/edges 117/117financial/structural edges $1.03Texternal capital OpenAI needs 57%NVIDIA self-funding (headline) -81%US home priced in gold since 1998 2adversary chokepoints (CN+RU) 91%credit common factor (PC1 share; diversification illusory) 78cited research blocks 36runnable models

Formal verdicts (every engine)

EngineWhat it showsVerdict
Graph SCC11-firm robust core; SpaceX cancelable-onlyPROVED
Z3 T1 round-tripa money cycle is realizableSAT
Z3 T2 NVIDIA self-finance≥$25.8B revenue self-financedUNSAT(refuted)
Z3 T3 OpenAI commitmentsneeds ≥$1.03T external capitalUNSAT(refuted)
Z3 T4 core at zero inflowinsolvent without continued capitalUNSAT(refuted)
Z3 T5 SpaceX vs OpenAISpaceX SAT / OpenAI UNSAT standalonePROVED
Z3 reflexive marks M1-M4AI 'profit' is self-referential paper marks; gains reverse if IPO < private markSAT/UNSAT
Z3 self-marked value U1-U4bank HTM / AI marks / private credit / insurance = one defect; gaps correlate under a common factor (no netting); forced convergence on the eventSAT/UNSAT
Z3 depreciation trap D1-D4useful-life = the 5th self-marked number; honest 2-3yr life strictly lowers profit (~$176B 2026-28, Burry); asset life < 5-19yr financing tenor -> equity can't stay whole; depreciation is only timingSAT/UNSAT
TLA+ cascadecapital-stop → OpenAI→CoreWeave→OracleVIOLATED(trace)
TLA+ SpaceX safenever defaultsHOLDS
TLA+ MarkUnwinddown-round/IPO<mark -> Amazon+Google reverse gains (writedown trace)VIOLATED(trace)
Alloy structurecore circular; SpaceX separable w/o cancelableALL HOLD
Z3 coordination C1-C4small-bank stablecoin trap, suppressiblePROVED
Z3 Fed trap F1-F3no single rate satisfies N targetsUNSAT
Z3 defense chokepointREE independence infeasible until ~2028UNSAT
Z3 power adequacy P1AI power demand > supply thru 2028UNSAT
Z3 HALEU chokepoint P2Russia enrichment dependence to ~2029UNSAT
Allied REE min-cutfeasible ~2028; bottleneck = midstream separation, not miningmax-flow
Z3 age-verif futilityeffective gating UNSAT under breach; surveillance unconditionalUNSAT

The circular core

Robust core SCC (11): AMD, Amazon, Anthropic, CoreWeave, Crusoe, Lambda, Microsoft, NVIDIA, OpenAI, Oracle, SINK_lenders.
Circular only via cancelable edges: SpaceX (SpaceX: operationally separable, financially cross-held by Google's ~$100B stake).

Edges split into a financial layer (117 capital/credit/compute flows) and a structural layer (117 governance/legal/security/ownership relationships). The SCC computed over the financial layer alone equals the SCC over all edges (structural_edges_add_no_cycle = True): the circular core rests on capital flows; the graded structural edges add no cycle.

Cross-layer connectors

Nodes ranked by distinct neighbor-sectors bridged (degree, source-files, and whether they span both layers). This quantifies the bridge nodes that tie the financial core to the surrounding layers.

NodeDegreeSectors bridgedSource filesLayersNeighbor sectors
Hedera16101structuralbank, crypto_infra, defense, dlt, financial_infra, financier, hyperscaler
SpaceX1173financial+structuralai_lab, chip_vendor, exogenous_source, hyperscaler, satellite, state_intel, telecom
NVIDIA1764financial+structuralai_lab, chip_vendor, hyperscaler, neocloud, space_real_economy, telecom
Anthropic1154financial+structuralchip_vendor, financier, hyperscaler, sink, space_real_economy
Google754financial+structuralai_lab, chip_vendor, dlt, ip_rightsholder, space_real_economy
OpenAI1765financialchip_vendor, financier, hyperscaler, ip_rightsholder, neocloud, spv
Oracle764financialai_lab, bigtech_asia, chip_vendor, private_credit, sink, spv
JPMorgan544financial+structuralcommodity_market, crypto_infra, other, spv
MGX844financial+structuralai_lab, bigtech_asia, exchange, spv
Binance643financial+structuralfinancier, other, regulator, stablecoin
Ripple543financial+structuralbank, financier, political, regulator
CoreWeave1053financialai_lab, chip_vendor, hyperscaler, private_credit, sink

The three physical chokepoints

ChokepointConstraintAdversaryIndependenceProof
Compute capitalOpenAI needs ≥$1.03T external; solvent only while capital flowscapital trapZ3 T3/T4
Rare earths (defense)~5,550 kg/yr samarium, ~100% China; auto-deny Dec-2025China~2028defense_chokepoint UNSAT
Power + fuel (energy)firm-power gap widens to 2028; HALEU ~100% RussianRussia~2028-29power_adequacy UNSAT

Scenario engine (formal verdicts)

ScenarioOpenAI cap gapsolvent@tapREE indeppower okverdict
BASE$1,090BYES2028>2028FRAGILE
BULL$40BYES20282026RESILIENT
BEAR$1,331BNO2029>2028BREAKS

BASE = FRAGILE (solvent only while the capital tap stays open) · BULL = RESILIENT (near self-financing) · BEAR = BREAKS (carry-unwind shuts the tap → the cascade).

Everything in hard money (gold lens)

YearUS median home $in gold$ idx (1998=100)GOLD idx
1998$152,000517.0 oz100100
2007$247,000355.4 oz16269
2012$245,000146.8 oz16128
2020$336,000189.8 oz22137
2022$457,000253.7 oz30149
2026$418,00097.2 oz27519

The gold lens SPLITS the market: S&P 500 -69% in gold since 2000 (debasement) vs NVIDIA +1985% in gold since 2016 (real value capture). The bubble = broad debasement + extreme real concentration into the circular oligopoly.

US home +175% in dollars since 1998 but -81% in gold. CRE peaked in gold ~2001 (now ~16 vs 100). DoD budget +3.7x nominal but -75% in gold. OpenAI's $1.4T = 0.53x all of TARP in gold.

The weavers (temporal meta-graph, betweenness)

NodeLayerBetweennessLayersEras
OpenAIai_core288963
a16zcrypto179743
Ethereumcrypto97532
Stargateai_core96643
Larry Summersfinance_dereg75232
Circle/USDCcrypto72643
Peter Thielpayments68753
PayPalpayments61921
Fairshake PACcrypto59233
GLBA 1999finance_dereg57722
NVIDIAai_core54933
BlackRockprivate_credit52142

Bank vulnerability (biggest hidden HTM holes)

BankHTM loss/equityAFS/eq
USAA FEDERAL SAVINGS BANK-50.2%-1.09B
CHARLES SCHWAB BANK SSB-43.3%-3.59B
BANK OF HAWAII-34.7%-0.16B
BANK OF AMERICA NA-33.6%-2.18B
CHARLES SCHWAB PREMIER BK SS-26.9%-0.13B
WOODFOREST NATIONAL BANK-24.1%-0.08B
MORGAN STANLEY PRIVATE BK NA-22.7%-0.44B
WASHINGTON TRUST BANK-22.6%-0.02B

8 mid-tier banks flagged on ≥2 axes (CRE + securities loss + uninsured). Foreign-branch artifacts excluded.

Cross-sectional analysis

At each moment, compare the whole cross-section of segments — credit-rating buckets, sovereigns, muni states — and measure dispersion, relative value, and the shared common factor. PCA first-principal-component share on monthly spread changes (Collin-Dufresne–Goldstein–Martin basis). Engine: models/graph/cross_section.py; full charts + correlation heatmap + RV snapshot on the charts page.

The common factor (PC1 share)

Cross-sectionSegmentsAvg pairwise corrPC1 share (common factor)Dispersion now
US corporate credit (OAS ladder)50.88391%elevated (z=0.78)
Developed sovereign 10Y260.60465%mid-range (z=-0.4)
Municipal (per-state/quality)40.46670%compressed (z=-0.65)
Corporate breadth by tier (FINRA TRACE)30.80587%compressed (z=-0.67)

A high PC1 share = the segments move as one. US credit ≈ 91% confirms the CDGM common factor and means cross-credit diversification is largely illusory at the system level — the empirical agreement with the self-marked-value claim (self_marked_value U1–U4: the gaps correlate under a common factor; no netting). Most stress priced right now: Japan; tightest: HY muni (HYD).

Bank vulnerability cross-section (peer-relative z)

BankStAssets $BHTM loss/eqUninsuredCRE/T1Composite zPctile
BANK OF HAWAIIHI23.9-34.7%47.0%165.0%1.52100.0%
WASHINGTON TRUST BANKWA10.7-22.6%57.0%298.0%1.5199.0%
CITIZENS BUSINESS BANK NACA15.5-15.5%54.0%323.0%1.299.0%
FARMERS&MERCHANTS BK LONG BECA11.9-15.4%55.0%290.0%1.1398.0%
BANK OF AMERICA NANC2672.2-33.6%44.0%38.0%1.0898.0%
STATE STREET BANK&TRUST COMA386.5-14.5%93.0%7.0%1.0898.0%
WOODFOREST NATIONAL BANKTX9.2-24.1%29.0%305.0%1.0697.0%
USAA FEDERAL SAVINGS BANKAZ109.7-50.2%5.0%0.0%0.9996.0%

Cross-layer connectors (bridging score)

NodeDegreeSectors bridgedBoth layersBridge score
Hedera1610no4.64
NVIDIA176yes3.14
OpenAI176no2.64
SpaceX117yes2.34
Anthropic115yes1.23
CoreWeave105no0.5
Oracle76no0.38
Google75yes0.32

Evidence-graded overlays (excluded from the proofs)

These layers extend the map beyond the financial core. Each item is graded fact | contested | weak | unsupported and is excluded from the Z3/TLA+/Alloy proofs.

LayerWhat it documentsFile
Regulatory capture (SEC/SDNY/FDIC)Choke Point 2.0 FOIA, ConsenSys/MetaMask, Ripple-timing+JPM, Kraken/Binance/LBRY sweep, Fairshake $169Mresearch/spec-sec-sdny-regulatory.json
Privacy-tool prosecutionsTornado Cash + Samourai: real Lazarus $7.6B use vs theories courts rejected (Van Loon) vs developers jailed (code-is-speech)research/spec-tornado-samourai.json
Exchanges + Asia/GulfMt.Gox unwind, Binance CZ-pardon/USD1/MGX, SBI/Ripple ~9%, Ant HKDA+PBoC pause, ByteDance/TikTok->Oracle+MGXresearch/spec-exchanges-asia.json
Telecom + satellite + ISRSalt Typhoon broke the CALEA backdoor; Amazon/Apple Globalstar; Starshield/NRO; carrier direct-to-cellresearch/spec-telecom-satellite.json
Disclosures + surveillanceSnowden (Bullrun/Dual_EC/Room 641A), In-Q-Tel/Palantir, DARPA-TrailOfBits, FBI ANOM, Epstein Files Act, Pandoraresearch/spec-disclosures-surveillance.json
PQC / quantum-sat / DLTSEALSQ/WISeKey global build-out + Hedera 34-member council overlaps (Google/IBM) + SEALCOIN bridgeresearch/fin-hedera-connections.json
Official-data integrity (epistemics)Zero-trust read of BLS/BEA/Fed: -911k jobs benchmark, OER/CPI methodology, Boskin fiscal motive, 2025 collection cuts + BLS-chief firing, the understate-inflation incentive mapresearch/macro-official-data-integrity.json
Rent vs CPI (ALNRI analysis)Apartment List / Zillow / BLS New-Tenant rents lead official CPI shelter by ~1 year; shelter ~1/3 of CPI -> headline misreports turning pointsresearch/macro-rent-cpi-divergence.json
Gig / contingent laborFull-time independents 13.6M->27.7M; misclassification (Lyft NJ $19.4M); CES/CPS + multiple-jobholders distort the jobs headlineresearch/macro-gig-labor.json
Futures vs physical (commodities)COMEX/LBMA/LME/SHFE: 2025-26 silver backwardation, >$2.50 gold premium, ~4.2:1 paper:registered, 28% copper tariff spread, JPM $920M spoofingresearch/macro-futures-vs-physical.json
SEC filings (primary source)The circular-funding thesis in the filers' own 10-Ks: CoreWeave 67% Microsoft + $21B debt; NVIDIA concentration 36%->61%; Amazon/Google fair-value GAINS vs Microsoft equity-method LOSSESresearch/spec-sec-filings-primary.json
Bank HTM marks (zero-trust)HTM 'held to par' is a self-chosen value, not a price; FDIC unrealized-loss series ~$690B(Q3-22)->$306B(Q4-25)->$325B(Q1-26); withdrawn problem-bank totals reconstructable from RC-B + FDIC APIresearch/macro-bank-htm-marks.json
Private credit marks (zero-trust)3rd self-marked asset class (manager NAVs); First Brands/Tricolor marked ~par then ~12-33c; bad-PIK ~3x 2021; risk migrating to insurance annuities + 401(k) retailresearch/macro-private-credit-marks.json
Insurance / Bermuda endpointWhere the risk lands: PE-owned insurers (>$700B, ~25% of US life) fund annuities with manager-marked private credit, cede liabilities to Bermuda CAPTIVES they control (~60% offshore = internal 'transfer'); IMF/FSB/FIO/NAIC warningresearch/spec-insurance-bermuda.json
Jobs / inflation / Fed-vs-bond-market (CHARTS)Disambiguated jobs + inflation over 10yr; the funds rate tracks the 2Y Treasury (bond market), not the 2%/full-employment mandate; see the Charts pageresearch/macro-jobs-inflation-fed.json
Stablecoin -> Treasury railGENIUS Act mandates 1:1 T-bill reserves -> stablecoin growth = legislated T-bill demand; Tether >$100B (>UAE/Germany); Bessent's stated motive; China exits to gold; ~$900B demand-supply gapresearch/macro-stablecoin-treasury-rail.json
Timing of the unwindSTRUCTURE certain (insolvent at zero inflow; marks must reverse), DATE unforecastable in principle (reflexivity/Minsky/Keynes); watch the trigger panel, not the calendarresearch/spec-unwind-timing.json
Digital-ID convergence (Worldcoin→eIDAS→Digital Euro→Chat Control→OSA)Five tracks rebuild ONE identity+payment+scanning stack from five angles; each sold on child-protection/anti-deepfake; EUDI wallets + Digital Euro + Chat Control trilogues all land 2026-27. The systems leak on arrival (Discord/Persona ~70k IDs + watchlist/biometric pipeline; EU age app broken in <2min; the Commission's own Europa breach) — the empirical futile-under-breach caseresearch/digitalid-worldcoin-eid-convergence.json
Digital-ID orchestration — the REAL incentiveWho coordinates it (World Bank ID4D, UN DPI, India-Stack/G20, BIS unified ledger, WEF, TBI) and why beyond the defensible frame: BIS's Carstens on record that CBDC gives 'absolute control … technology to enforce'; fiscal repression + access-chokepoint + AI-transition + de-anonymizationresearch/digitalid-orchestration-real-incentive.json
Identity-theft supply-chain waveShai-Hulud self-propagating npm worm (+2.0, 25k repos), Team PCP/Mini Shai-Hulud (UNC6780), the Scattered LAPSUS$ Hunters OAuth-token extortion (700+ orgs via Salesloft/Drift), and the Nightmare-Eclipse anti-Microsoft zero-day grudge — one mechanism: steal the trust attached to an identityresearch/spec-supplychain-shaihulud-extortion.json
Threat-actor attribution map (UNC / DPRK)How Mandiant/Google UNC→TEMP→APT/FIN graduation works (epistemic-honesty device), and where DPRK's financially-motivated state hacking sits — TraderTraitor/UNC4899, Bybit $1.5B, Contagious-Interview npm overlapresearch/spec-unc-nk-attribution-map.json
AI-capex depreciation & duration-mismatch trapUseful-life as the 5th self-marked number (Burry ~$176B understated depreciation 2026-28; Meta 5.5yr, MSFT 6 vs 3yr); Oracle FY2026 -$23.7B FCF + $248B 15-19yr leases vs ~3yr GPUs; formalized in models/z3/depreciation_trap.py (D1-D4). From the justdario articleresearch/fin-ai-depreciation-debttrap.json
Critical-minerals supply-response equitiesThe allied answer to the China rare-earth + ANTIMONY chokepoint: MP (DoD largest shareholder + $110/kg NdPr price floor + Apple $500M), Perpetua (only mined US antimony, EXIM $2.9B, 2029), US Antimony (only NA mil-spec smelter), Ucore (DoD REE separation) + the stockpile-pumped tail. Quasi-nationalization = mirror of the AI-capex circular financingresearch/macro-critical-minerals-equities.json
Contested resource states (force/territory/money/denial)Venezuela (US captured Maduro Jan-2026; oil/gold/REE), Greenland (Trump 'framework'; REE + Pituffik/GIUK Arctic), Argentina ($40B US backstop for lithium vs China's Ganfeng), Iran (2026 war; Hormuz blocked; cutting China off the oil/REE axis) - the chokepoint contest gone kineticresearch/geopolitics-contested-resource-states.json
Allied intel & strategic-geography nodesPhysical chokepoints of intel/compute/data: Pine Gap signals (US spy-sats over 1/3 of globe), Korea/Japan HBM + Taiwan packaging (the allied memory chokepoint), Singapore cables vs Hong Kong's bifurcation, and the Greenland/GIUK Arctic frontierresearch/geopolitics-allied-intel-nodes.json
Taiwan / TSMC silicon shield (the keystone)~95% of advanced chips + nearly all advanced packaging (CoWoS) on one island under China gray-zone/quarantine pressure - the master compute single-point-of-failure. Arizona ($165B) is a hedge, not independence: wafers still fly to Taiwan for packaging, runs behind the leading edge, inputs via Japan (materials) + ASML (EUV). The AI build is a bet the Strait stays calmresearch/geopolitics-taiwan-silicon-shield.json
Chip-chokepoint war: equipment vs materialsWest controls the equipment (ASML EUV monopoly + Zeiss optics + Japanese tools; reported kill switch on Taiwan's machines); China controls the materials (gallium/germanium/antimony/heavy-REE + an extraterritorial 0.1% rule) - mutual deterrence. Sticky NOT permanent: China's multi-track indigenous EUV (LDP, Tsinghua SSMB), Canon nanoimprint, and the tacit-knowledge wall espionage can't copyresearch/geopolitics-chip-chokepoint-war.json
Russia - energy, nuclear fuel & the ArcticGates HALEU (~44% of enrichment, the SMR fuel; Rosatom un-sanctioned), controls the Northern Sea Route + the only nuclear icebreaker fleet, and routes oil to China/India via a ~100-vessel shadow fleet. Sanctions re-routed the levers, didn't close themresearch/geopolitics-russia-energy-arctic.json
AI power & grid bottleneckPower-constrained, not just capital-constrained: ~$650B+ 2026 capex meets ~127-week transformer lead times (shortage to 2029), sold-out gas turbines, multi-year interconnection queues, Russia-gated nuclear fuel - ~half of US datacenter projects risk delay. BYOP privatizes the energy chokepoint; idle GPUs compound the depreciation trapresearch/macro-ai-power-grid-bottleneck.json
Physical information layer (cables + space)~99% of intercontinental data on undersea cables being cut (Baltic/Taiwan/Red Sea) by deniable shadow-fleet/anchor-drag vs a too-small aging repair fleet; orbital ISR/comms concentrating into one private actor (SpaceX Starshield/NRO). The data substrate is itself a contested chokepointresearch/geopolitics-cables-space-layer.json
Defense-industrial base (arsenal + materials + defense-tech)US arsenal emptied by Ukraine + the 2026 Iran war (~45% of PrSM, ~half THAAD/PAC-3); 155mm stuck ~40k/mo vs a 100k goal; rebuild gated by China's REE/antimony (no F-35s/missiles) - 'needs Beijing's permission to reload'. Plus the AI-core-funded defense-tech wave (Anduril/Palantir/SpaceX ~88%; a16z American Dynamism) and its narrative-beta splitresearch/geopolitics-defense-industrial-base.json
Efficiency counter-thesis (our own thesis, doubted)DeepSeek (frontier at a fraction of cost; Nvidia -$600B/day) could mean over-built - or via Jevons, justified. The tell: 2026 capex grew to ~$602B anyway, so the narrative justifies building under OPPOSITE facts (unfalsifiable, bubble-shaped). China routes around the chokepoint via efficiency + a domestic stack (Huawei Ascend). The proofs don't depend on demand being real; honesty says it's genuinely uncertainresearch/fin-ai-efficiency-counter-thesis.json
US fiscal trap (the macro root)Debt ~$38-39T; FY2026 interest (~$1.0T) now EXCEEDS defense (~$947B), ~$88B/mo = defense+education. An over-indebted sovereign has only repressive exits (inflate away, captive buyers, capped real yields) - which is WHY the stablecoin->Treasury rail + programmable-money/digital-ID enforcement layer are rational for the state. Interest>defense makes the control rail rational, no cabal requiredresearch/macro-us-fiscal-trap.json
Datacenter water, siting & the orbital escapePast power: water (~200-300B gal/yr; 2/3 of 809 planned on drought land), community consent ($18B blocked/$46B delayed; Maine's 1st statewide moratorium), and household bills (Dallas Fed +~50% wholesale; $100->$281). The orbital-datacenter escape (SpaceX et al.) is graded a moonshot (heat rejection in vacuum, launch cost, servicing depreciating GPUs)research/macro-ai-datacenter-water-siting.json
Gulf sovereign capital (who funds the loop)The concrete identity of the 'external capital' the proofs require: Abu Dhabi's MGX (>$100B AUM target) now backs all three frontier labs (OpenAI/Anthropic $380B/xAI) + Stargate UAE (1GW); Saudi PIF/HUMAIN ($100B, 1.9->6.6GW) races it. The price of US chips is cutting China (G42 divested; IGAA/RTE bars Chinese access). If the petro-sovereigns pause, the zero-inflow insolvency case (T4) goes liveresearch/fin-gulf-sovereign-ai-capital.json
OpenAI's conversion & the $1.4T-vs-$25B gapThe Oct-2025 for-profit conversion (OpenAI Group PBC; nonprofit controls 26%; Microsoft 27% ~$135B; Delaware AG cleared) legally unlocked the mega-capital. The number it raised against: ~$1.4T of compute commitments vs ~$25B revenue (~56x) - every counterparty booked a slice. Exactly where the proofs bite (T3: needs >=$1.03T external; T4: insolvent at zero inflow)research/fin-openai-conversion-governance.json
India - the swing powerCourted by both blocs, captive to neither: wrote the DPI/Aadhaar blueprint the West copies, building chips (Tata/PSMC Dholera, Micron Sanand - behind but moving), keeps discounted Russian oil (~33% of crude), and signed a US critical-minerals pact vs China - taking chips+minerals while keeping oil+BRICS optionalityresearch/geopolitics-india-swing-power.json
The operator-network (not one cabal)A small recurring network - Thiel/PayPal & a16z + Altman + Musk + the Gulf funds - now holding founder, funder AND official positions across the AI core, defense-tech (Palantir Pentagon backbone, Anduril), crypto (Sacks czar, Bitcoin Reserve), digital-ID (World/Persona) and the executive branch (Vance VP, Musk/DOGE). POSITION not shared intent - the members feud (Musk is suing OpenAI/Altman; some frame their moves as defensive), which is why it's NOT a cabal; no malign intent assigned to anyoneresearch/influence-operator-network.json

Primary sources

Sample of the government and court records cited:

models/audit.py (cross-document number/coverage checks) and models/cross_review.py (edge-amount conflicts, connectors) run via scripts/new-research.sh. Current audit: 0 flags.

Source index (78 cited research blocks)

Reports: report/UNMASKING.md · report/TEMPORAL-WEB.md · report/EXECUTIVE-SUMMARY.md. Every figure's URLs are in the matching research/*.json.