AI can truly become dumber the more you feed it.
Researchers at Oxford and Cambridge have named this phenomenon “model collapse.”
It means that when AI starts training the next generation of AI using content generated by AI, the model becomes increasingly dull with each generation, until it gradually forgets what real human data actually looks like.
It’s like in the real world there are 50% red flowers, 30% blue flowers, 15% yellow flowers, 5% black flowers.
After the first generation of AI learns these data, it may produce 55% red flowers, 30% blue flowers, 14% yellow flowers, 1% black flower

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gm,
is a good day to have a good day. and to do something ridiculous.
🐸

Once the price is back below 1850, be bold and go short. Brothers, don’t be afraid—stay vigilant; something big is coming. Just die if you go short. $ETH ‌ #以太坊跌幅两倍于比特币

thank you web3 for keeping things moving
not much but honest work

$KORU and $SOXL , keep going long on this wave! Those who bought the dip earlier are now seeing a 3x leveraged rebound—it really feels great, and it has directly broken out of a one-way uptrend. If things keep this pace, testing the $150 area for SOXL and the 20 area for KORU shouldn’t be a big issue, and you can focus on that. But since these are leveraged products, while everyone rides the trend to take profits, everyone should also watch the risks—don’t chase too hard!

#美伊冲突再升级
US-Iran Tensions Escalate: BTC Falls Below $80K, Oil Explodes Higher, NFP Data in Focus
Global financial markets entered a fresh wave of volatility on May 8 after geopolitical tensions between the United States and Iran intensified near the Strait of Hormuz. Reports surrounding US military responses to Iranian activity immediately triggered panic across equities, crypto, commodities, and risk-sensitive assets.
The timing of this geopolitical shock could not be more critical because it arrived only hours before the highly anticipated US Non-Farm Payrolls (NFP) report — a macro eve

SOL long’s final frenzy?
$SOL /USDT - Short (Sell Short)
Trading plan:
Entry: 74.65 – 74.91
SL: 76.04
TP1: 73.83
TP2: 73.20
TP3: 72.26
Why focus on this structure?
- 4H-level SHORT signal with 95% confidence; clear bearish EMA stacking pressure
- 1D trend is bearish; RSI on the 15m is only 50.69—rebounds lack strength, and bull-trap setups are prone to occur
- Key support at 73.83 (TP1); if it breaks, it looks at 72.26 (TP3); SL at 76.04 is clearly defined
- ATR on 1h is 0.5256; volatility is contracting—an upside break is imminent, and shorts have a higher win rate
Discu

#XRP on the daily time frame still shows hidden bullish divergence compared to 5 June.
A strong move is incoming, Upside, considering the wedge :)
⁽ⁿᵒᵗ ᶠⁱⁿᵃⁿᶜⁱᵃˡ ᵃᵈᵛⁱᶜᵉ ᵇᵘᵗ ᵐʸ ᵗʰᵒᵘᵍʰᵗˢ ᵒⁿˡʸ⁾

#USPPIComesInBelowExpectations
US Producer Price Index Comes in Below Expectations, A Positive Signal for Inflation and Financial Markets
Introduction
The latest United States Producer Price Index, PPI, has come in below market expectations, offering another encouraging sign that inflationary pressures may be easing. As one of the most closely watched inflation indicators, the PPI measures changes in the prices businesses receive for their goods and services before those costs reach consumers. A softer-than-expected reading suggests that wholesale inflation is slowing, potentially giving the

England’s defense looks steadier, and a narrow 1-0 win over France is expected
Although France boasts strong attacking power, after consecutive high-intensity matches, stability in their back line has declined. In contrast, England’s overall defensive line is more balanced, and the defensive system built by Tuchel makes the team more composed when facing top opponents.
With both sides likely to rotate to some extent in this match, the game tempo probably won’t be particularly fast. France will still look to use Mbappé to pressure the flanks, while England will rely on Bellingham to control the

#USCoreCPIMissesExpectations
The latest US inflation data has delivered one of the most important macroeconomic signals for financial markets in recent months. US Core Consumer Price Index (Core CPI) came in below market expectations, indicating that underlying inflation is continuing to cool despite ongoing geopolitical uncertainty and elevated energy market volatility. Combined with the softer Producer Price Index (PPI) report, this has strengthened expectations that the Federal Reserve could begin easing monetary policy later this year if the disinflation trend continues.
Core CPI increa

Oh wow! Is the US really going to impose all-around sanctions on China—using choke-point tactics across technology, industry, and even new energy, home appliances, and more?
The tariffs are being directly adjusted to 100%‼️
The entire semiconductor end-to-end industry chain is being completely blocked—has this escalation gotten this big???

#夏日创作营
Summer Wave in the Crypto Market: Current Outlook and End-of-Month Closing Levels
The cryptocurrency market has recovered as of July 2026 following the sharp declines in June. In June, the total market capitalization retreated by 12.6%, testing bottom levels due to macroeconomic pressures and leveraged trading, before giving way to institutional and individual purchases. Approximately $190 billion in new capital injected into the market in the first half of July revived the traditional "Green July" seasonal bull run. Stabilization in spot ETF inflows and the isolation of long-term accu

Thinking about immigrating to Japan or Hong Kong... 🫪
Will it be better 🥹
Or is it just jumping from one pit into another cycle

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#TSMCQ2NetProfitSurges77%
Everyone Is Talking About TSMC's Record Profit. I Think the Bigger Story Is What Management Just Told the Market.
When a company reports 77% profit growth, most investors immediately look at one thing:
"Did earnings beat expectations?"
TSMC did exactly that.
Net profit reached NT$706.6 billion (around $22 billion), up 77.4% year-over-year. Revenue climbed to NT$1.27 trillion ($40.2 billion), while gross margin expanded to an impressive 67.7%. Every major financial metric came in ahead of market estimates.
On paper, this was close to a perfect quarter.
Yet the

Fully captured the entire range.
I lost once in the middle, then got back to being out; the next strategy is still hedging.
📊 Quantitative Analysis Report
⏰ 2026-07-17 17:35:09 📌 Mode: Short-term fractal CTA enhanced
BTC → Go long (Probability 60% | Confidence 7/10) 📌 Strategy: Short-term fractal CTA enhanced 📊 Win rate: 0.0% (0 wins, 2 losses) 🎯 Entry: [62,895.0, 62,959.7] | Stop loss: 62,612.0 🎯 Take profit 1: 63,500.0 | Take profit 2: 64,000.0 🧠 15M pivot: 62,800.4–62,895.0 | Buy/Sell points: Buy 1 📝 Logic: After Buy 1 appears on the 15M, the price rebounds to above the pivot; go lo