Hi, I'm Edu. I write about investing, markets and personal finance from a European perspective.
Clear explanations, useful charts and long-term thinking.
Educational content, not personalised investment advice.
[2/2] πΌ A larger economic share than any major investment boom in 200 years. AI is an estimate (2025β32).
A new era or excess?
Source: @BlakeMillardCFA
Educational content, not personalised investment advice.
[1/2] π₯ AI infrastructure spending is projected to average 3.6% of US GDP in coming years.
π Canals 0.66% | Railroads 2.24% | Electrification 0.5% | Highways 1.13% | Telecom 1.1% | AI 3.63%
Chart: Stijn van Nieuwerburgh.
[2/2] π‘ A spread is the extra yield demanded for lending to the weakest borrowers. A rise signals greater perceived risk in that debt.
Do you watch credit before stocks?
Source: @ConnorJBates_
Educational content, not personalised investment advice.
[1/2] π¨ US CCC debt spreads reach 1,045 basis points, their highest since 2023.
π The chart compares CCC spreads with high-yield spreads since 1994.
[2/2] β‘ The ratio is back at its average (0.12). This describes relative positioning; it does not predict future performance.
Source: @ConnorJBates_
Educational content, not personalised investment advice.
[1/2] π΄ AI beneficiaries are down 24.87% versus the rest of the market from their peak.
π GSTMTAIP / SPXXAI: high of 0.15 on 22 June 2026, average 0.12, low of 0.10 on 17 December 2025.
Goldman Sachs trading desk.
[2/2] π‘ Each dollar of expected earnings costs slightly less today than the average in recent years. This describes valuations; it does not predict the future.
Source: @FactSet
Educational content, not personalised investment advice.
[1/2] π’ The S&P 500 forward P/E is 19.0 (expected earnings over the next 12 months).
π Below both its 5-year average (19.8) and its 10-year average (19.1).
[2/2] π‘ When rates rise, existing bonds fall in price. Which of these maturities do you follow?
Chart: Bloomberg.
Source: @GlobalMktObserv
Educational content, not personalised investment advice.
[2/2] π‘ A bank estimate, not sales data: it could change again.
Do you trust the forecast from months ago or this weekβs more?
Source: @Mayhem4Markets
Educational content, not personalised investment advice.
[1/2] π΄ Morgan Stanley cuts its $AMD GPU demand forecast by 43.3%.
π From 14.1 to 8.0 million cumulative units over 2026β2030 (-5.9 million). Revised 14 October 2026. Chart: Morgan Stanley.
[2/2] π‘ More debt and higher rates drive up costs. The 2026 figure is a Peter G. Peterson Foundation estimate.
Chart: Bloomberg.
Source: @GlobalMktObserv
Educational content, not personalised investment advice.
[1/2] π¨ US net debt interest hits a record $1.05 trillion in fiscal 2026, up 8% from $970 billion in fiscal 2025.
π At 3.2% of GDP, it exceeds the 1991 record.
[2/2] π‘ Only financial institutions designated by Japanβs Ministry of Finance are covered. This is a flow, not a sign the trend will continue.
Chart: Financial Times.
Source: @KobeissiLetter
Educational content, not personalised investment advice.
[1/2] π¨ Japanese banks sold $16 billion in foreign bonds in September, their largest monthly sale since February.
π The 9th consecutive month of sales: the longest streak since 2022.
β‘ The sell-off has been uneven: from β10% to β66%.
π― Do you know how much of your portfolio is in chips?
https://t.co/jvBczaRmfi via Investing Visuals.
Source: @InvestingVisual
Educational content, not personalised investment advice.
πΈ The US spent 3.15% of GDP on debt interest last fiscal year.
π΄ The highest level since the 1990s.
π For comparison: 2.37% in fiscal 2023 and 3.00% in fiscal 2024.
β‘ When interest rates rise, debt costs more too.