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AMM network activity trends

Tack AMM transaction trends and network growth over time

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Data Exhaustion

The Data Wall By 2028, we'll exhaust all 300T tokens of quality human text. Dataset growth (2.5x/year) exceeds data production. Unsustainable Trend GPT-4 used 13T tokens (4.3% of total). Llama 4 uses 30T (10%). The math doesn't work. Synthetic Data Trap Training on AI-generated text causes "model collapse"—degraded performance and hallucinations.

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The AI Scaling Crisis

📊 Diminishing Returns 360x parameter increase (1.5B→540B) yields only 36.9 point improvement (32%→69%) 💰 Exponential Costs Training costs grew 583,000x while performance gains slowed dramatically 🧠 The Reality Bigger models memorize more facts—they don't reason better

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Cristiano Ronaldo scoring rate by age

Last night, Ronaldo scored the winning goal in Portugal's 2–1 victory over Germany in the UEFA Nations League semifinal — 25 years after the last Portuguese win against Germany. It wasn’t just poetic. It was statistically remarkable. Over the past decade, Ronaldo has scored in 54% of the matches he’s played. At age 40, that number rises to 65% — as this plot shows, he’s defying not just time, but every expectation.

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Messi vs Ronaldo scoring rate by age

Messi still delivers magic - even at 37. Yesterday, Lionel Messi sealed Inter Miami’s win over FC Porto with a breathtaking free kick in the FIFA Club World Cup. A moment of brilliance that reminds us just how dangerous he remains in his late 30s. It’s also a perfect moment to revisit a comparison I had started a few weeks ago - Cristiano Ronaldo’s scoring consistency after turning 30. This time, I’ve added Messi to the mix.

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Peak to Trough: The Drawdown Survivors

Maximum drawdown from all-time highs for each crypto.

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Crypto performance 2022-2025

Track what $1,000 invested in each major crypto on Jan 1, 2022 is worth today.

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ETH Staking Yields v.s. traditional rates

Compare DeFi yields with traditional overnight rates

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CoinDesk Index Family Performance Battle

Show how different market cap tiers perform

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The Great Crypto Massacre: BTC vs ETH vs CD20

Compare the most volatile days for Bitcoin, Ethereum, and the broader market.

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3M Stock Price vs. Babies named Rose

(Spurious) correlation between the 3M stock price (ticker: MMM) and the number of babies named Rose born in the US.

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Max Temperature Projection 2040 - GDP Top 10

Using the latest CMIP6 climate projections, we've compared the expected maximum temperature in 2040 across the GDP Top 10 countries. Explore how these temperatures could shape our future, and why proactive climate action matters more than ever.

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Odds Movement

Looking for historical Odd movements (soccer) on Bookies like Bet365

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