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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
$ 65,584.001%
ethereumEthereum
$ 1,919.330.6%
bnbBNB
$ 568.860.2%
xrpXRP
$ 1.140.3%
cardanoCardano
$ 0.1743920.6%
solanaSolana
$ 77.470.5%
dogecoinDogecoin
$ 0.0724671%
polkadotPolkadot
$ 0.8242712.9%
shiba-inuShiba Inu
$ 0.0000040.5%
daiDai
$ 0.9999840%
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bitcoin
Bitcoin (BTC) $ 65,584.00
ethereum
Ethereum (ETH) $ 1,919.33
tether
Tether (USDT) $ 0.999406
bnb
BNB (BNB) $ 568.86
usd-coin
USDC (USDC) $ 0.999803
xrp
XRP (XRP) $ 1.14
solana
Solana (SOL) $ 77.47
tron
TRON (TRX) $ 0.328529
figure-heloc
Figure Heloc (FIGR_HELOC) $ 1.01
staked-ether
Lido Staked Ether (STETH) $ 2,265.05