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Research · read-only · not advice.

US debt path

Research

Illustrative path under stated assumptions — not a forecast or credit opinion.

Inputs · Research

Debt / GDP now

Research

124%

Interest / GDP now

Research

4.1%

Debt / GDP @40y

Research

395%

Interest / GDP @40y

Research

13.0%

Years to debt/GDP 100%

Research

Already above

Years to debt/GDP 120%

Research

Already above

Years to interest > primary

Research

Set surplus

Debt/GDPInterest/GDP ×10100% / 120% marks
YrDebtGDPDebt/GDPInt/GDP
0$36.0T$29.0T124%4.1%
5$50.4T$32.0T157%5.2%
10$67.2T$35.4T190%6.3%
15$87.1T$39.0T223%7.4%
20$110.5T$43.1T256%8.5%
25$138.0T$47.6T290%9.6%
30$170.3T$52.5T324%10.7%
35$208.3T$58.0T359%11.9%
40$253.0T$64.0T395%13.0%
Assumptions & path definition
  • Entire block is Research — manual illustrative defaults, not Verified Treasury / CBO prints.
  • Each year: interest = debt × avg interest; debt grows by (annual deficit − primary surplus) + interest; GDP grows at the stated rate.
  • Stress thresholds: debt/GDP ≥ 100%, debt/GDP ≥ 120%, and interest > primary surplus (only when primary surplus > 0).
  • Numbers are placeholders until on-chain / X SoT. Omit data-as-of until a sourced date exists.
  • Current inputs: debt $36.0T, GDP $29.0T, deficit $1.5T/yr, avg interest 3.3%, GDP growth 2.0%, primary surplus off.

SoT: Research manual defaults · placeholder pending on-chain / X — not a dated Treasury print.

AI investment loop

Research

Illustrative · Research — not a forecast or investment advice.

Big Tech capital → AI labs (OpenAI / Anthropic …) → recycle into compute / cloud / GPU spend (often same Big Tech) → mutual valuation uplift. This panel unpacks the fund loop and overlapping accounting.

Step 1

Research

Big Tech capital

Microsoft · Alphabet · Amazon · Nvidia (optional) commit stake / credits into AI labs.

Step 2

Research

AI labs

OpenAI · Anthropic · others receive capital and buy compute / cloud / GPUs.

Step 3

Research

Compute recirculation

Spend returns as cloud revenue, CapEx, or GPU rent — often to the same capital side.

SideNameStake / commitmentCompute recirculation noteSourceStatus
CapitalMicrosoft—Stake / cloud credits into labs · Research—Research
CapitalAlphabet—Stake / cloud into labs · Research—Research
CapitalAmazon—Stake / AWS credits into labs · Research—Research
CapitalNvidia—Optional capital / GPU supply side · Research—Research
ReceiveOpenAI—Lab receives capital · spends compute · Research—Research
ReceiveAnthropic—Lab receives capital · spends compute · Research—Research
Receiveothers—Additional labs TBD · Research—Research
Recirccloud revenue—Lab spend booked as Big Tech cloud revenue · Research—Research
RecircCapEx—Big Tech data-center / chip CapEx supporting labs · Research—Research
RecircGPU rent—GPU rental / capacity fees looping back · Research—Research
Assumptions & scope
  • Entire block is Research — placeholder entity rows only; amounts are — until filed SoT.
  • Covered capital side: Microsoft · Alphabet · Amazon · Nvidia (optional).
  • Covered receive side: OpenAI · Anthropic · others —.
  • Recirc scope tracked as three separate rows: cloud revenue / CapEx / GPU rent — missing source → —.
  • CapEx vs cloud-revenue definitions and stake/commitment sources stay unlabeled until cited. Omit data-as-of until a sourced date exists.
  • No invented commitment sizes or valuation multiples.

Round sizes & cloud figures are Research placeholders until filed SoT; no invented multiples.