AI bubble observatory

1,302days ago

people were already asking whether generative AI was becoming a bubble.

Since then, nobody has known when — or how — it might burst.

Continue
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Documentary reference: TechCrunch, January 5, 2023 — «Whoops! Is generative AI already becoming a bubble?»

Dutch Tulips↓ 95%Mississippi Bubble↓ 90%South Sea Bubble↓ 83%Roaring Twenties↓ 89%Japan Nikkei 1989↓ 82%Dot-com Bubble↓ 78%US Housing 2008↓ 35%Crypto 2021↓ 77%AI 2023–?→ Under observation

The inflated CEOs

Tap a balloon to read the original words, date and source.

01 / 08Swipe to see them all →

Swipe and tap: every statement links to its source.

Every bubble burst

Market archive / 1637—2023 Documented series
20×95%1637Dutch Tulips19×90%1720MississippiBubble8×83%1720South SeaBubble6×89%1929RoaringTwenties6×82%1989JapanNikkei 19895×78%2000Dot-comBubble2×35%2007US Housing200813×77%2021Crypto 2021Editorial monitoring2023AI 2023–?
risecrashHover or tap for data

After 1929, the Dow Jones took 25 years to surpass its previous peak. After 1989, the Nikkei took 34. Tap each curve to compare the rise, crash and recovery.

Sources are listed for every series: academic papers, central-bank archives, indices and financial reporting.

What we know, what we don't

Risk can be measured. The date of a burst cannot.

Valuations, concentration, earnings and cash flow help show how fragile the market may be. They cannot predict the day of a crash.

This minisite does not claim that there is no AI bubble. It claims that bubble risk and the date it may burst are not the same information.

We do not publish a countdown: we periodically collect and verify the information that helps readers assess the risk.

A finance worker carries a box away from an office building on a grey day in Manhattan
Image generated for KANSEI.

Four clues are not proof. But they describe a market that is changing.

02 / Signal

MAG 7 ↘

The mega-cap premium is compressing

Apollo finds that Magnificent Seven earnings growth is converging toward the rest of the index while hyperscaler free cash flow is declining.

Torsten Slok, Apollo Academy · June 2026

03 / Signal

STOCK ≠ INDEX

The answer is not simply selling the index

Schroders sees signs of froth but argues for managing risk stock by stock: selectivity and diversification, not a binary prophecy.

Schroders, Outlook 2026

04 / Signal

DATA ≠ DATE

High valuation is not a certain date

Historical data links high valuations to lower expected returns. Their relationship with the exact timing of a correction remains weak and noisy.

Ben Felix, Rational Reminder · January 2026

Wall Street no longer has only seven masters

The US market is not collapsing: its leading players are changing. The Magnificent Seven’s advantage is narrowing, while the rest of the S&P 500, small caps and value stocks regain ground. Ed Yardeni raised his year-end 2026 target for the index to 8,250 points. Concentration risk remains, but market leadership is broadening.

The opposite reading of the data

Not every analysis reads the current cycle as an already-formed bubble. These views do not erase the risk; they explain why comparisons with 2000 may be incomplete.

Goldman Sachs

Prices have risen alongside earnings, not solely through higher multiples. The risk of a pure valuation bubble appears lower than in 1999; the remaining risk is that markets overestimate how long exceptional profits can last.

Goldman Sachs Research · July 10, 2026

J.P. Morgan

Data-center capacity did not yet show the excess typical of a mature bubble: vacancy was 1.6%, with three quarters of new capacity pre-leased. J.P. Morgan judged the risk of a future bubble forming to be greater than the risk of already being at its peak.

J.P. Morgan Private Bank · December 12, 2025

Manual update: at KANSEI, we collect, verify and publish new data and sources here. Last editorial review: July 24, 2026.

If a data point cannot be verified, it is not published. If you spot an error, let us know at redazione@kanseimagazine.com and we will correct it.

Editorial and informational content. This is not financial advice or an invitation to buy or sell financial instruments.

Predictions without a clock

They call it a bubble, but never say when. Without a date, the prediction cannot be tested.