By 2032, the current AI buildout math wants roughly 183 GW of capacity earning ~$6.90 per billed GPU-hour at 80% utilization.
That is a huge amount of infrastructure that has to stay busy.
Van Nieuwerburgh’s central case assumes a ~$9.6T capital base, 10% unlevered returns, 50% operating cash-flow margins and a six-year IT equipment life.
Under that setup, the system needs $3.725T in annual revenue, around 9.2% of projected US GDP.
Move the assumptions around and that hurdle runs from $2.3T to $6.7T.
Meanwhile models keep getting cheaper to run, inference stacks keep improving and more capacit

Vincent2FromWanchain 6 minutes ago

Compatibility between jk and sunshine

MamonTrader2 hours ago

Gate_Square2026-10-10 13:07:08

🔥 Gate Square Daily Standouts | October 10
Market calls, trading lessons, and teams to join 💡
How do you manage a losing streak? Turn indicators into better execution? Find a team for WCTC S9? Explore today’s eight picks.
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📝 @金牌讲师 | Joining a WCTC S9 team: A step-by-step guide
📉 @xinxin2026 | A BTC short in profit. Why is 80K still the target?
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BTC+0.13%

CryptoNexus an hour ago

#BREAKING:
🇨🇳 China is reportedly planning a nationwide blockchain network under its new economic strategy.
This could be a HUGE step for blockchain adoption!

GateUser-e2e603a0 2 hours ago

Floki all time high hype ath go

FLOKI+2.49%

EarnMoneyAndEatMeat2 hours agoBearish

Nearly $90 million vanished overnight—hardware wallets are not an infallible safety shield either
If you think buying a hardware wallet means you can rest easy from then on, this Ledger-related incident is worth studying carefully. According to public reports on October 9, some users who purchased devices through the Southeast Asian distributor CryptoBilis had their assets stolen, with blockchain investigators estimating the losses at nearly $90 million. However, the exact amount of the losses and the root cause of the incident still require further verification.
The aspect of this incident mo

SPCX+1.22%

admin88 2 hours ago

$XPRT Holding a large position and seeing it rise a little every day, a little every day, is pretty good too

XPRT+16.46%

Leo_Kai2 hours ago

btc live market update

LIVE2,133

CryptoSat38 minutes ago

🚨 XRP LEDGER HAD A BUG THAT COULD PRINT XRP FROM NOTHING
This one is wild. The XRP Ledger just disclosed a bug that could have created brand new $XRP out of thin air. Yes, the coin with a fixed 100 billion supply.
What happened?
An integer overflow inside the XRPL payment engine, the part that settles trades on the built-in DEX. An attacker could open hundreds of accounts, post offers selling a tiny amount of a token for a huge amount of XRP, then hit all of them with one single payment. The total got too big for the software to count, so the sellers got paid in full while the buyer paid alm

XRP+1.93%

RananjaySingh 12 minutes ago

🚨 🇨🇳 CHINA ORDERS A NATIONWIDE BLOCKCHAIN NETWORK.
The move is part of its new economic blueprint to integrate blockchain with the real economy.
The race to build on-chain infrastructure is accelerating. 🚀
#Blockchain #Crypto #China

MaxFINEancial 6 minutes ago

$SUI Breakout 🚀🚀🚀
The orange cup and handle pattern has broken out to the upside.
Up a nice 6% from yesterday's entry on spot. A long term entry on $SUI.
My SL was triggered on $TRX . Time to be accumulating IMO.
This will also allow me more time to train Max Fine'ancial AI!
$SUI Targets 🎯
1) $1.2055
2) $1.2560
NFA, DYOR ⚠️
#Crypto #Trading #SUI

SUI+6.90%

TRX-0.39%

SweetPancakean hour ago

You can’t play at all—it’s just an endless queue, and by the time you finally get in, there may not be much profit left

Decilizeran hour ago

$ADA founder Charles Hoskinson challenged Vitalik Buterin’s warning that AI could threaten lattice-based, post-quantum cryptography.
🔹 Buterin’s concern: AI-driven mathematical breakthroughs could weaken lattice schemes such as ML-DSA and fully homomorphic encryption (FHE), potentially within two years.
🔹 Hoskinson’s response: He says no credible new attack has been demonstrated against lattice cryptography. Existing security parameters already account for decades of known attack improvements.
🔹 Key disagreement: Buterin favors stronger consideration of hash-based signatures, while Hoskinso

ADA+8.18%

CryptoEyean hour ago

🏆 WCTC S9 Global Trading Competition is live, with a 6 million USDT prize pool awaiting your challenge!
Traders from around the world are gathering. This time, it’s not only about trading skills, but also teamwork! 🔥
👑 Team Competition｜Up to 3,200,000 USDT, form a team and challenge the leaderboard
📈 Individual Competition｜Up to 400,000 USDT, compete for rankings with your skills
⚡ Event Contract PK｜30 minutes per round, real-time showdowns
🎁 More benefits are available on Gate Square!
Join #WCTCS9 to participate in exclusive Square events, form teams, share your results, discuss strateg

GT0.00%

CryptoCircleBullSays an hour ago

$MAGIC Short-Term Reversal: Why Has the 4-Hour Timeframe Still Not Conceded?
$MAGIC 24-hour +36.15%, current price 0.1062. On the surface, this is merely a rise and fall, but the real conflict is hidden in the timeframes: the 1-hour chart is weak, while the 4-hour chart is strong. When two charts give opposite answers, the least useful approach is to pick the one you like and believe it to the end.
Volume has not backed the move: current 1-hour trading volume is only 0.06 times the average volume of the previous 20 candles. Low volume can still move the price quickly, but sustainability must b

MAGIC+22.91%

CryptoRockan hour ago

#SimpleEarnUSDTLimitedTime11%APR
#USDT11PercentAPR
💎 YOUR USDT SHOULD HAVE A STRATEGY: GATE’S BOOSTED EARN EVENT OFFERS UP TO 11% TOTAL APR
1. 🌍 WHEN MARKETS TURN UNPREDICTABLE, CAPITAL MANAGEMENT MATTERS
Crypto markets do not move in one direction forever. Bitcoin can rally sharply, altcoins can experience sudden volatility, and attractive buying opportunities can appear when investors least expect them. In these conditions, I believe a successful strategy requires more than simply buying low and selling high. It also requires knowing how to manage capital while waiting for the right oppo

GateUser-dd7290bc 17 minutes ago

Public subscriber portfolio? Ready to shop again!!
Is this just a coincidence or not?
This altcoin chart is following the plan perfectly so far.
From the initial purchase in the portfolio: entry 1 rose +174%, then post-entry 2 rose +64%.
Buying again now: entry 3 potential: 20–70%
This is one of three purchases today. Curious? Just check the subscriber room.

NotJeromePowell an hour ago

Smashing capitalism with a $12 Starbucks, $200 Ray-Bans and a $1,900 MacBook

NirvanaRebirthLittleDragon 2 hours ago

Perhaps consistently delivering food every day also counts as a form of self-discipline. I can only comfort myself this way—self-discipline ranks among the top priorities in trading.
Keep pushing, young man. The fact that you’re still enduring hardship means you’re not yet worthy of wealth. Keep honing yourself until you’re strong enough.@涅槃重生小龙

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