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AI agents aren't confidently wrong because of bad context — they're wrong because of bad data engineering

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Top 10 Cryptocurrencies
bitcoinBitcoin
$ 65,927.000.6%
ethereumEthereum
$ 1,927.930.38%
bnbBNB
$ 569.870.42%
xrpXRP
$ 1.140.05%
cardanoCardano
$ 0.1734740.6%
solanaSolana
$ 77.600.26%
dogecoinDogecoin
$ 0.0726190.56%
polkadotPolkadot
$ 0.8306241.62%
shiba-inuShiba Inu
$ 0.0000040.49%
daiDai
$ 1.000.03%
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bitcoin
Bitcoin (BTC) $ 65,927.00
ethereum
Ethereum (ETH) $ 1,927.93
tether
Tether (USDT) $ 0.999428
bnb
BNB (BNB) $ 569.87
usd-coin
USDC (USDC) $ 0.99997
xrp
XRP (XRP) $ 1.14
solana
Solana (SOL) $ 77.60
tron
TRON (TRX) $ 0.328532
figure-heloc
Figure Heloc (FIGR_HELOC) $ 1.01
staked-ether
Lido Staked Ether (STETH) $ 2,265.05