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- 🤑 ECB economists warn an AI stock correction may be unavoidable
🤑 ECB economists warn an AI stock correction may be unavoidable
PLUS: Meta tells jury it did not design Instagram and Facebook to addict children

ECB economists warn an AI stock correction may be unavoidable

On Monday, five economists at the European Central Bank published something admirable: an argument for why stock prices are probably due for a correction, regardless of whether today's valuations make any sense. It has the usual caveat that "the post reflects the views of its authors, not necessarily the views of the ECB."
That maths suggests a correction either way
Their argument is two placed together. In the rational case, enormous AI equity valuations are rational today because nobody really knows what the upper bound of the return on those investments will actually be, and so paying a premium is justifiable by this uncertainty alone.
This theory investors have used for Nvidia as they bet on it becoming the next Google. Yet, the economists said much of their logic erodes as technology spreads. AI adoption may be confined to a few firms, and its risk is therefore diversifiable. When it's pervasive, that risk becomes systemic, investors start to require a bigger cushion for it, and historically that requirement of a larger buffer tends to outweigh the incremental profit the technology actually provides.
The behaviour case is wobbier: investors get over-confident, start bidding prices past fundamentals, and when that confidence breaks markets do not just correct, they overshoot. When that happens, no one knows. These trends, as the economists put it, "can be discerned only in retrospect."
At present the CAPE (cyclically adjusted PE) looks at US valuations as a percentage of ten years worth of earnings and its level is about 41, or the second-highest reading in history, behind only the dot-com peak around 44 to 45 in late 1999.
This isn't just a problem in America
Now, this is where it specifically starts being a European story. Euro-area households have an estimated €440 billion of exposure to the Magnificent Seven (more from ETF and mutual fund holdings than direct stock ownership, thus many carry that risk without knowing how concentrated such is).
On top of that, pension funds and insurers hold a similar amount. In a hard US tech sell-off, funds facing redemptions normally offload their most liquid holdings first, which pushes prices down and it further fuels more redemptions, and the loop converts a market correction into what in all likelihood could be becoming a real financial stability issue.
So, the economists' strongest message: while a correction is coming, the real risk isn't just price correction but how it lands, when plenty of central banks and governments have little room left to cut rates or spend through their way to safety.
Not everyone's buying the warning
Markets in Europe appear less stretched than those in the US, with lower price to earnings ratios and far less AI-driven excitement baked into prices, which curbs the chance of a home-grown crash hitting there.
The challenge is that US and European markets have tended to move together so a US selloff very rarely stays contained there. The ECB view on timing is NOT universally held either.
Yardeni Research continues to be bullish, upgrading the 2026 S&P 500 target to 8,400 recently, and putting up a 10,000 goal by decade's end, an annualized rate that would represent a fourth consecutive year of 15%+ gains, last seen in the late 1990s. Which is that, most importantly, the very same comparison the ECB economists are drawing as well.

1️⃣ Citi to custody bitcoin next to stocks and bonds on new platform
Citi will start holding Bitcoin for institutional clients later this year, folding it into Custody+, the same platform it already uses for stocks and bonds. Three years in the making, and Citi says it'll hold tokens itself rather than route through outside custodians, a pitch aimed at asset managers who wanted a regulated bank, not a crypto-native one.
Morgan Stanley is reportedly building something similar. Citi oversees roughly $30 trillion in client assets, so this is the fourth-largest US bank walking in with relationships Coinbase, BitGo, and Anchorage don't have.
2️⃣ Temporal targets $12 billion valuation in $500 million AI infrastructure raise
Temporal, the infrastructure company keeping AI agents from collapsing mid-task, is reportedly in talks to raise $500 million at a valuation of at least $12 billion, more than double its price six months ago.
When a long-running AI agent fails partway through a task, Temporal lets it resume instead of restarting, and Gartner says that reliability problem is about to get expensive: agentic AI spending is projected to grow fivefold by 2028 even as cost per token falls. Temporal's own usage is up 500% to over 20 million monthly installs, with clients including OpenAI and Block.
3️⃣ Why OpenAI is building a ChatGPT model for teenagers
OpenAI began rolling out ChatGPT for Teens this week, automatically placing anyone aged 13 to 17 into a more restricted version while barring under-13s entirely.
It arrives while OpenAI defends itself against wrongful death lawsuits tied to teen suicides. The system weighs behavioral signals, not just a birthdate, to catch misreported ages, with Persona verifying anyone flagged incorrectly.
The move follows an FTC inquiry last year into OpenAI and five other companies over chatbot safety for minors, spurred in part by Common Sense Media findings that over 70% of US teens have used AI chatbots for companionship.
Are you wathching?
Meta tells jury it did not design Instagram and Facebook to addict children

Meta rejected accusations on Tuesday that it deliberately built Facebook and Instagram to addict children, as opening statements began in Oakland federal court in a case brought by 29 states. California, Colorado, Kentucky and New Jersey are leading at trial.
POLL: We're starting to cover robotics in depth inside Cryptopolitan Daily. Would you want a dedicated robotics newsletter from us? |
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