Skip to content

pq-cybarg/bubble-map

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

89 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Bubble Map — a formally-verified anatomy of the AI capital loop

Live License: MIT Reproduce Proofs

A forensic, formally-verified analysis of the AI earnings bubble: the circular funding among NVIDIA / OpenAI / Microsoft / Oracle / CoreWeave / Anthropic / Amazon (+ the SpaceX/SPCX edge), and the macro, commodity, banking, and political-economy systems around it.

Start here: report/UNMASKING.md — the full analysis. 🌐 Live: https://pq-cybarg.github.io/bubble-map/ · 📊 Dashboard · 🌍 Globe · ✍️ Sign the poll

Verify: CONTRIBUTING.md · Reproduce everything: bash run_all.sh

Hard-money split (gold lens): S&P 500 −69% vs NVIDIA +1,985% (1985) in gold; US median home −81% in gold since 1998 — broad debasement + real concentration into the circular oligopoly.

What is proven vs. evidenced

  • Layer 1 — AI circular core: PROVEN by four independent engines (below).
  • Layer 2 — banking/credit: STRONG primary data + two PROVEN sub-claims (coordination trap, Fed policy trap).
  • Layer 3 — commodities/geopolitics: STRONG–MODERATE.
  • Layer 4 — influence/identity: GRADED (fact vs. speculation kept separate; nothing here feeds the formal proofs).

Formal engines (models/)

File Engine Proves
graph/build_graph.py Tarjan SCC (pure Python) 11-firm circular core; SpaceX circular only via cancelable edges
z3/circularity_smt.py Z3 / SMT round-trip realizable; OpenAI needs ≥$1.03T external capital; core insolvent at zero inflow; SpaceX separable
z3/coordination_game.py Z3 / SMT small-bank stablecoin coalition is a profitable-to-suppress coordination trap (C1–C4)
z3/fed_policy_trap.py Z3 / SMT one policy rate cannot satisfy N divergent targets — UNSAT (F1–F3)
tla/BubbleCascade.tla TLA+ / TLC a single capital-shock cascades OpenAI→CoreWeave→Oracle; SpaceX never defaults
alloy/BubbleStructure.als Alloy (+RunAlloy.java) core circular; SpaceX separable without cancelable edges
graph/bank_exposure.py FDIC API per-bank CRE / HTM-AFS / uninsured hierarchy (194 US banks)
graph/regional_leverage.py hidden (HTM-adjusted) vs reported leverage; regional divergence by state

Data (data/)

graph.json (canonical entities/edges + SCC analysis) · edges.csv · entities.csv · bank_exposure.json.

Sources (research/)

22 cited files in four groups — every figure carries its source URLs:

  • fin-* — the AI funding web (NVIDIA/OpenAI, CoreWeave/Oracle, MSFT, Google/Amazon/Anthropic/Meta, Disney/Sora, SpaceX).
  • macro-* — FDIC, bank hierarchy, CRE/private-credit, First Brands/UBS, carry trades, commodities/oil/backwardation, critical minerals, PQC chips, dereg/manipulation history, Fed-trap/regional.
  • influence-* — Meta child-safety, China-tech, Tony Blair Institute/digital-ID, ad/censorship, Congress/HFSC.
  • spec-* — explicitly-graded speculative overlays (crypto/SEC/Epstein). Never used in proofs.

Headline findings

  • Circularity is structural: an 11-firm SCC; OpenAI's ~$1.4T commitments require ≥$1.03T external capital (Z3); the core is solvent only while capital flows in.
  • SpaceX is separable: the only node circular solely via cancelable contracts, on a durable Starlink revenue base — your prior, formally confirmed.
  • The bubble's pattern recurs everywhere: promises ≫ deliverable substance in AI compute (RPO≫cash), bank books (HTM hole), private credit (First Brands), and metals (silver backwardation).
  • The Fed cannot fix it with one instrument (UNSAT); it can only choose what to sacrifice.
  • The real identity-layer "relationship": not a cabal, but the same incumbents (Altman/Worldcoin, Meta/age-verification astroturf, Oracle-Ellison/Tony Blair Institute) converging on digital-ID control — graded, documented, kept out of the proofs.

Requirements

python3 with z3-solver; java (TLA+ tla2tools.jar and Alloy org.alloytools.alloy.dist.jar are fetched on first run / vendored in models/). No network needed except the live FDIC pull in bank_exposure.py.

Honesty

Forward-looking items (SpaceX pricing, BOJ June hike), reversible "commitments" (Disney proved it), and unverified specifics are flagged in-line. Bilateral interbank exposures are not public; intent of named actors is not inferred from outcomes. See the honesty ledger in report/UNMASKING.md §9.

Disclaimer

Structural analysis, not financial advice. Figures are cited to public sources; speculative threads are graded and kept out of the formal proofs.

Age verification: steelmanned & refuted (zkage/ + the brief)

zkage/ builds the strongest cryptographic case for age verification (a real ZK proof of age≥18) to demonstrate that even it must be opposed — predicate + presence/absence leakage, issuer centralization, futility-under-breach, honeypot, and the legitimization trap. Read research/age-verification-abolition.md; formal: models/z3/ageverif_futility.py. Run: python3 zkage/zk_age_proof.py.

About

A Toy AI-generated formally-verified analysis of the AI capital loop + a transparent, server-less coordination poll.

Topics

Resources

License

Contributing

Security policy

Stars

Watchers

Forks

Contributors

Languages