Have you ever asked yourself whether today's AI boom reflects real demand or whether investors are simply confusing infrastructure spending with sustainable earnings growth? Jim Chanos points to a striking historical parallel. Between mid-1998 and mid-2000, S&P 500 earnings rose roughly 30%, an acceleration from the growth rates seen earlier in the decade, convincing investors that a new era had arrived. Then, despite a relatively mild recession, S&P earnings collapsed by 40% within just twelve months. The reason was surprisingly simple: companies realized they did not need 10,000 routers after all, they needed 2,000. Order books were pulled, revenues evaporated, costs remained and profitability imploded almost overnight. What makes the comparison unsettling is that the earnings collapse between 2000 and 2001 was as severe as the decline experienced during the Global Financial Crisis, despite the underlying recession being dramatically less severe. The problem was that investors mistook a capital spending boom for genuine demand - telecom companies had built enormous amounts of capacity because everyone believed internet traffic was exploding, supported by a widely accepted narrative that traffic was doubling every three months. In reality, research later showed it was doubling roughly every year, which was still impressive but nowhere near enough to justify the infrastructure being built. Chanos argues that today's AI boom contains remarkably similar mechanics. S&P 500 earnings estimates continue moving higher because hundreds of billions of dollars in AI-related capital expenditures are flowing directly into the revenues and profits of a relatively small group of companies. The market rewards that growth with higher valuations because growth always looks attractive in the rearview mirror. Now a large portion of that growth depends on continued spending rather than proven long-term demand. The critical question therefore is not whether artificial intelligence succeeds. The internet succeeded. The question is whether companies are once again building capacity based on assumptions that prove too optimistic. If spending slows because customers discover they need fewer chips, fewer data centers or less infrastructure than initially expected, earnings can deteriorate with extraordinary speed. History suggests that the most dangerous bubbles emerge when a genuinely transformative technology becomes attached to unrealistic expectations, because investors stop asking what is driving the growth and start assuming the growth itself is proof that everything is working.

One curious observation from Germany’s citizenship bureaucracy: in Berlin, applying for EU permanent residency appears to have become an unofficial way of getting a stalled citizenship application moving again. The logic is simple - both processes require authorities to review much of the same information. Once a second application lands on someone's desk, the administration may prefer to finish the citizenship case rather than duplicate the work. At least, that seems to be what some applicants are experiencing: one recent case involved an applicant who waited roughly 18 months without progress on a citizenship application. After submitting an application for EU permanent residency, communication suddenly resumed, documents were requested and citizenship was granted shortly (within one month) thereafter. Whether this is an intentional shortcut or just a side effect of administrative incentives is impossible to say. What is worth noting, however, is that reports of this "hack" appear to come from Berlin, where processing backlogs have become notorious. As always, individual results will vary, but it is an interesting example of how bureaucracy sometimes responds less to urgency than to the prospect of having to do the same work twice. #einbürgerung #berlin

The most famous technology billionaire in Turkey, President Erdogan’s son-in-law and the founder and CEO of Baykar, Selcuk Bayraktar, made an intriguing statement about AI: "The giant monopolies attempting to control AI technology through hegemonic methods require enormous computing power, which would consume nearly all of humanity’s available energy resources. These ambitions resemble the pyramids built through sheer brute force - colossal structures erected by the pharaohs to glorify their eternal egos. Today, global tech giants collect all of humanity’s data using hundreds of thousands of processors and, in doing so, acquire disproportionate power. What we need to do is focus not on the present but on the future, just as we did during our UAV and drone technology journey, and achieve an entirely new breakthrough by creating a paradigm shift instead of following rules established by others. [...] The collection of data from the lives of all humanity into the private data centers of global monopolies, whose sole purpose is profit maximization, is a treacherous attack on the sovereignty of nations and societies. One does not need to be a prophet to see what this siege will become tomorrow. It is the modern world's decree of voluntary servitude. That is why, instead of handing our data over to the servers of giant global monopolies, we must adopt distributed learning and distributed processing architectures."

The residence routes in Latvia are real. The country is less so, for most migrants and investors: 1. Demographic collapse. Latvia has lost ~25% of its population since 1990 - one of the worst depopulation rates in the world. That's not a statistic. That's a shrinking consumer base, a hollowing-out labour market, and a society that can't retain its own people. 2. NATO's eastern flank. EU and Schengen membership are genuine, but Latvia shares a border with Russia and Belarus. For investors pricing geopolitical risk, that's not background noise. That's the headline. 3. Tiny economy, thin liquidity. GDP of ~€43bn. If you're building a business that needs local market depth, institutional capital, or a serious venture ecosystem, you'll hit the ceiling fast. 4. Golden Visa fine print. The €250k real estate route comes with a 5% state fee and zero employment rights - expensive for what is, functionally, a Schengen pass with extra steps. 5. Banking infrastructure is improving, but correspondent banking history is not clean. Latvia's banking sector spent years under FATF and EU scrutiny for AML failures. Due diligence from international counterparts remains elevated. The jurisdiction is legitimate. But Latvia is a tactical option for a specific profile, not a destination most people actually want to build their next chapter in.

GM

Rising yields = falling stocks. The 3-month correlation between the US 10-year Treasury yield and the S&P 500 has collapsed to -0.62, the most negative reading in at least 15 years. Translation: bonds now matter more than earnings. Even in the 2022 bear market, the correlation never broke below -0.50. Today’s reading is more extreme. Post-2008, higher yields were often a sign of stronger growth, better earnings and rising risk appetite. Stocks and yields climbed together. Not anymore. In 2026, higher yields reflect inflation fear, fiscal stress and higher funding costs, not growth optimism. Every move higher in yields tightens financial conditions and compresses equity valuations. Wall Street is focused on AI, earnings and buybacks. The bond market is focused on inflation, deficits and debt. Watch bonds, not stocks.

Peter Lynch said it in 1997, yet few observations about investing have aged more gracefully than his deceptively simple remark that "the stock doesn't know you own it." The statement appears almost trivial at first glance, but embedded within it is a profound challenge to one of the most persistent and costly psychological tendencies in financial markets: the belief that our personal relationship with an investment somehow influences its eventual outcome. Investors routinely behave as though the market maintains a ledger not merely of corporate performance, but of individual virtue. They imagine that exhaustive research, unwavering conviction, intellectual sophistication or years of patient ownership ought to count for something in the final accounting. Yet the market remains entirely indifferent to these considerations. It neither rewards diligence for its own sake nor compensates investors for the emotional discomfort of enduring losses. An investor who spent years defending Eastman Kodak's future against mounting evidence of disruption ultimately received no credit for persistence; the economics of the business, rather than the sincerity of the shareholder, determined the outcome. Conversely, history offers countless examples of fortunes created without any corresponding measure of wisdom, discipline or foresight. An individual who happened to acquire shares of Microsoft in the 1980s and then largely ignored them for decades would likely have accumulated extraordinary wealth regardless of whether that success reflected exceptional analytical skill or simple good fortune. The market did not distinguish between brilliance and luck. It merely reflected the value created by an exceptional business over an extended period of time. This indifference is perhaps the market's most underappreciated characteristic. It does not know your name, your purchase price, the sacrifices you made to acquire the position or the amount of time you have spent defending it in conversations with friends and colleagues. It has no memory of your research process and no appreciation for your loyalty. The business either creates value or it does not; the stock either reflects that reality or eventually adjusts to it. Lynch understood that investors frequently transform stocks from financial assets into extensions of their own identities. Once that transformation occurs, every decline feels like a personal insult and every criticism of the company feels like a criticism of the investor. What should be a dispassionate assessment of changing business fundamentals gradually becomes an exercise in self-justification, with the original investment thesis defended long after the evidence supporting it has deteriorated. One can observe this tendency repeatedly throughout market history. Shareholders often remain emotionally attached to companies long after the underlying business has changed for the worse, convinced that their patience, loyalty or prior gains have somehow established a claim on future success. In reality, markets do not honor emotional contracts. They respond only to future cash flows, competitive positioning, managerial execution and economic fundamentals. For that reason, the most dangerous words in investing are often not expressions of uncertainty, but expressions of attachment. The moment an investor begins believing that patience alone deserves a reward or that a stock somehow owes them vindication because they have remained loyal through difficult periods, objective analysis has already begun to give way to emotional commitment. The stock doesn't know you own it. It never has and it never will. The sooner investors internalize that reality, the easier it becomes to evaluate businesses as they are rather than as they wish them to be.

Die eigentliche Geschichte hinter Krankenkassen-Nachforderungen Wer Diskussionen über Krankenkassen-Nachforderungen verfolgt, stößt schnell auf eine bemerkenswerte Erkenntnis: je höher die geforderten Summen ausfallen, desto kreativer werden die vorgeschlagenen Lösungen. Zunächst beginnt alles harmlos. Es wird über Flugtickets gesprochen, über Auslandskrankenversicherungen, über Nachweise des tatsächlichen Aufenthaltsortes und über die Frage, ob der Lebensmittelpunkt überhaupt noch in Deutschland lag. Doch je länger die Diskussion dauert, desto deutlicher wird, dass sich ein ganzer Werkzeugkasten informeller Strategien entwickelt hat. Die erste Ebene besteht aus Dokumentation. Erfahrene Auswanderer sammeln jahrelang jede Bordkarte, jede Hotelrechnung, jeden Mietvertrag und jeden Einreisestempel. Dahinter steht die Überzeugung, dass Behörden häufig weniger auf abstrakte Rechtsfragen reagieren als auf einen dicken Ordner voller Belege. Nicht das bessere Argument gewinnt, sondern oftmals die bessere Akte. Die zweite Ebene besteht aus juristischer Kreativität. Paragraphen werden zitiert, Definitionen des Lebensmittelpunkts diskutiert und Interpretationsspielräume ausgelotet. Besonders beliebt ist dabei die These, dass nicht die Meldeadresse entscheidend sei, sondern der tatsächliche Aufenthalt. Die eigentliche Auseinandersetzung verlagert sich dadurch von der Bürokratie zur Beweisführung. Die dritte Ebene wird deutlich heikler. Hier tauchen Vorschläge auf, die nicht mehr auf Interpretation beruhen, sondern auf der nachträglichen Veränderung von Tatsachen. Sobald in einer Diskussion Empfehlungen erscheinen, Datumsangaben anzupassen, Dokumente nachzubearbeiten oder Bescheinigungen „passend zu machen“, zeigt sich ein interessanter Mechanismus. Viele Menschen betrachten Behördenvorgänge als ein Spiel, bei dem lediglich die richtige Formalität gefunden werden müsse. Tatsächlich bewegt man sich an diesem Punkt jedoch nicht mehr in einer Grauzone, sondern verlässt den Bereich legitimer Argumentation vollständig. Plötzlich geht es nicht mehr um die Frage, was tatsächlich passiert ist, sondern darum, welche Version der Vergangenheit sich am besten dokumentieren lässt. Alte Flugtickets werden hervorgeholt, Hotelrechnungen rekonstruiert, Kontoauszüge durchsucht und Aufenthaltsverläufe nach Jahren wieder zusammengesetzt. An diesem Punkt offenbart sich eine unangenehme Wahrheit moderner Bürokratien. Rückwirkend lassen sich viele Behauptungen nur noch eingeschränkt überprüfen. Je weiter ein Ereignis zurückliegt, je mehr Länder beteiligt sind und je mehr Aktenordner zwischen Gegenwart und Vergangenheit liegen, desto stärker verschiebt sich der Fokus von der Realität auf ihre Dokumentation. Entscheidend ist dann nicht mehr zwangsläufig, was geschehen ist, sondern was sich glaubhaft belegen lässt. Genau deshalb entsteht in solchen Diskussionen ein bemerkenswerter Übergang. Zunächst werden Nachweise gesammelt. Danach werden Interpretationen diskutiert. Und irgendwann wird offen darüber gesprochen, Dokumente anzupassen oder Daten „passend zu machen“. Die Grenze zwischen Rekonstruktion und Manipulation erscheint plötzlich erstaunlich dünn. Was als Suche nach Belegen beginnt, endet nicht selten als Suche nach einer plausiblen Geschichte.

The New Iran-Contra Playbook or A Cynical Investor’s Field Guide to Manufactured Crises: Step 1: Israel fires "somewhere in the direction of Iran" = Precision optional & the point is the headline -> a smoking crater in a desert is worth $4/barrel before breakfast. Step 2: Iran responds "proportionally" = meaning: accurately enough to save face & imprecisely enough to avoid actual war & both sides understand the choreography & the missiles are expensive theatre -> the reaction is the product. Step 3: Everyone starts screaming = markets spike & oil futures light up & cable news discovers geography & Gulf states hedge = the noise is the mechanism - panic is the transmission belt. Step 4: Washington rides in with the collection plate = 6 billion appears, 3 goes to Tehran - officially for humanitarian rice and insulin. The other three evaporates through the usual infrastructure: contractors, consultants, and congressmen who sit on the right committees. Israel gets a top-up labeled "security assistance." Nobody audits the fumes. Profit centers: - Energy futures (long, obviously) - Defense procurement (never not printing) - The hostage/sanctions release cycle, now apparently subscription-based The elegant upgrade over the original Iran-Contra: No arms shipments & No rogue colonels & No shredding parties at 2am. Just vibes, volatility and wire transfers. The CIA assets who used to run this stuff were sloppy - they wanted outcomes. The new model wants nothing to resolve. Resolution kills the trade. P.S. Repeat weekly. Scale to taste. The only infrastructure required is a news cycle and a Bloomberg terminal.

What I have to say about NATO

Indians don’t struggle with “doch.” They’ve been training for it their entire lives. Mother: “You never listen to me.” Indian kid: “Doch.” German language: invented one word. Indian parents: invented the need for it.

“The problem is that if you buy the S&P at this current valuation, the 10-year forward return is negative when you buy the S&P with a PE of 22. That’s what history shows.” Paul Tudor Jones. Is it different this time?

“The Nasdaq 100 now has a higher return over the past 10 years than: Japan in the 1980s, the Dow in the Roaring 20s, and the S&P in the 1950s.” - Ben Carlson. Watch you step.

SpaceX's IPO is reportedly only 2x oversubscribed so far. For comparison, some of the most anticipated IPOs in recent history attracted far greater demand: - Snowflake 120x oversubscribed - DoorDash 40x - Airbnb 40x - Twitter 30x - Dropbox 25x - Alibaba 22x - Facebook 20x - Snap Inc. 10x For additional perspective, Saudi Aramco, previously the largest IPO ever by capital raised, was approximately 4.6x oversubscribed. Despite the enormous public attention surrounding SpaceX, current demand appears relatively modest compared with many landmark IPOs of the past.

Billionaires Get Rich. You Become the Dumb Money.

History has a habit of sending invoices long after the original beneficiaries have left the room. The events of 1953 may have secured immediate geopolitical objectives, but more than seventy years later the consequences are still influencing one of the most important rivalries in the world. #Iran

#Tesla & #SpaceX - no comment

EVERYTHING THAT COULD HAVE GONE WRONG FOR MARKETS WENT WRONG TODAY. The S&P 500 fell -1.65%, erasing $1.14 trillion in market value. The Nasdaq dropped -2.60%, wiping out another $1.11 trillion. Gold declined -3.38%, eliminating roughly $1 trillion. Silver plunged -6.9%, erasing $280 billion. Bitcoin lost -6.31%, shedding $80 billion. Altogether, approximately $2.5 trillion disappeared in a single trading session. Multiple markets began breaking down simultaneously. The chain reaction started with this morning’s jobs report. The U.S. economy added 172,000 jobs in May, while Wall Street had expected just 88,000. That figure came in almost twice as strong as forecasts. Under normal circumstances, a strong labor market would be viewed as positive news. However, inflation is already running at 3.8% and oil prices remain near $90 per barrel. A labor market this resilient suggests the FED may not be able to cut interest rates and could even be forced to raise them. As a result, market expectations for a rate hike this year jumped from 40% to 57% in a single day. That immediately rattled investors in technology and growth stocks because higher interest rates reduce the present value of future earnings. Then the AI trade began to crack. Yesterday, Broadcom reported record results: revenue rose 48%, AI chip sales surged 143%, yet the stock still fell 12.6%. The reason was straightforward. Broadcom did not increase its AI revenue guidance for the remainder of the year, something investors had been expecting. That single disappointment forced markets to confront a question many had avoided for months: are AI stocks simply priced too aggressively? That concern intensified today when research firm SemiAnalysis reported that Nvidia’s next-generation AI chips may require significantly less memory than previously assumed, roughly half of what the market had been pricing in. Memory manufacturers such as SK Hynix and Samsung were hit immediately. SK Hynix fell nearly 10%, while Samsung dropped more than 6%. The shock spread further. South Korea’s stock market fell 5.5% in a single session, while Japanese semiconductor stocks suffered similar declines. Adding to the uncertainty, Anthropic released a report warning that AI may be approaching a stage where it can improve itself without direct human assistance and called for a global pause in AI development. Combined with the memory-demand revelations and Broadcom’s disappointing guidance, the report reinforced a growing market concern: what if AI capabilities are advancing faster than sustainable business models can develop around them? Beneath all of this sits a liquidity issue that has received far less attention. SpaceX is scheduled to go public next week at a reported $1.75 trillion valuation. Anthropic has also filed to go public, with OpenAI expected to follow. Together, these three companies represent between $4 trillion and $5 trillion in potential market value. Institutional investors need cash to participate in those offerings. Yet cash allocations among fund managers are already at their lowest levels since early 2024. The easiest way to raise liquidity is to sell existing positions, and that process appears to be underway. At the same time, new Federal Reserve Chair Kevin Warsh is set to hold his first policy meeting in just 11 days. He was appointed by Trump with expectations that he would pursue lower interest rates. Instead, he now faces an environment characterized by elevated inflation, high energy prices, and a surprisingly strong labor market. Investors have little clarity regarding how he will respond. When markets cannot confidently predict what the world’s most influential central banker will do less than 2 weeks from now, reducing risk becomes the default response. A hotter-than-expected jobs report, a collapsing ceasefire, cracks in the AI trade, a multi-trillion-dollar liquidity drain, and an upcoming Fed meeting with no clear outcome all converged on the same day. Everything that could go wrong, went wrong at once.

GN