Habibullah IFA
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Vitalik Buterin said on Farcaster that he is running a personal experimentVitalik Buterin said on Farcaster that he is running a personal experiment to generate personalized diet and exercise recommendations from health and travel data while preserving privacy through a combination of local and remote frontier models. According to ChainCatcher, the system uses a three-layer privacy architecture: a local model, Qwen 3.8 Flash Next, rewrites user queries to avoid exposing writing style, zkAPI hides payment information, and Tor masks IP addresses.
Buterin said the system is already working, but he identified three shortcomings. Tor is inefficient and adds high latency when trying to de-link requests individually, the local model runs at only 20-30 TPS and would need more than 100 TPS for a smooth experience, and stricter data protection limits how much help the remote model can provide. He added that the related code has been submitted to the Ethereum zkAPI repository.$NVDA.US $BYD $BTC
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Vitalik Buterin said on Farcaster that he is running a personal experiment
Vitalik Buterin said on Farcaster that he is running a personal experiment to generate personalized diet and exercise recommendations from health and travel data while preserving privacy through a combination of local and remote frontier models. According to ChainCatcher, the system uses a three-layer privacy architecture: a local model, Qwen 3.8 Flash Next, rewrites user queries to avoid exposing writing style, zkAPI hides payment information, and Tor masks IP addresses.
Buterin said the system is already working, but he identified three shortcomings. Tor is inefficient and adds high latency when trying to de-link requests individually, the local model runs at only 20-30 TPS and would need more than 100 TPS for a smooth experience, and stricter data protection limits how much help the remote model can provide. He added that the related code has been submitted to the Ethereum zkAPI repository.$NVDA.US $BYD $BTC
Buterin said the system is already working, but he identified three shortcomings. Tor is inefficient and adds high latency when trying to de-link requests individually, the local model runs at only 20-30 TPS and would need more than 100 TPS for a smooth experience, and stricter data protection limits how much help the remote model can provide. He added that the related code has been submitted to the Ethereum zkAPI repository.$NVDA.US $BYD $BTC
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Падение
$BTC Bitcoin has bottomed every time fear hit this level.
2019: Extreme Fear at 5
2022: Extreme Fear at 6
2026: Extreme Fear at 5
Was $57,800 the bottom?
$AAPLB $NVDA.US #Habibullah #UnitedStates
$BTC Bitcoin has bottomed every time fear hit this level.
2019: Extreme Fear at 5
2022: Extreme Fear at 6
2026: Extreme Fear at 5
Was $57,800 the bottom?
$AAPLB $NVDA.US #Habibullah #UnitedStates
2019: Extreme Fear at 5
2022: Extreme Fear at 6
2026: Extreme Fear at 5
Was $57,800 the bottom?
$AAPLB $NVDA.US #Habibullah #UnitedStates
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Падение
$NVDAB $AAPLB $NVDA.US We might see Huge pump dump in $BTC on 10th October .? 😂😅 $
$NVDAB $AAPLB $NVDA.US We might see Huge pump dump in $BTC on 10th October .? 😂😅 $
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Падение
🤑😊He Pingsheng has a treasure pot, but I have a magnet! (Magnet-Chasing) #BTC
The livestream’s location is hitting every district 🤷♀️
I won’t wait until it’s up then down before telling you. I’ll tell you directly—whether you believe it is your choice.
Tell me something spicy~$NVDA.US #Habibullah $NVDAB $AAPL.US 🤑🤑🤑
🤑😊He Pingsheng has a treasure pot, but I have a magnet! (Magnet-Chasing) #BTC
The livestream’s location is hitting every district 🤷♀️
I won’t wait until it’s up then down before telling you. I’ll tell you directly—whether you believe it is your choice.
Tell me something spicy~$NVDA.US #Habibullah $NVDAB $AAPL.US 🤑🤑🤑
The livestream’s location is hitting every district 🤷♀️
I won’t wait until it’s up then down before telling you. I’ll tell you directly—whether you believe it is your choice.
Tell me something spicy~$NVDA.US #Habibullah $NVDAB $AAPL.US 🤑🤑🤑
NVDAB+0,03%
NVDAUS+0,59%
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When I’m bullish, I’ll tell you the logic—why I’m bullish! And during this period, I’ll only do one direction. I won’t tell you what happens if, if, if…
And when I start being bearish, I also only do one direction.
Wait for the results, wait for the market’s answer~
Today I say bullish, a few days later I say 🐻. After the market plays out, then to show off what I once said—what’s the point of that? 🤷🏻♀️
It’s 2026. In the crypto world, it’s long since the days when things started with 10. Users are smarter than you. The more you treat users like fools, the only thing you’ll end up with is being mocked by the whole crowd~ #BTC
Alright, time to start my weekend vacation
#Habibullah #UnitedStatesGovernment #USA2026 #bangldesh
When I’m bullish, I’ll tell you the logic—why I’m bullish! And during this period, I’ll only do one direction. I won’t tell you what happens if, if, if…
And when I start being bearish, I also only do one direction.
Wait for the results, wait for the market’s answer~
Today I say bullish, a few days later I say 🐻. After the market plays out, then to show off what I once said—what’s the point of that? 🤷🏻♀️
It’s 2026. In the crypto world, it’s long since the days when things started with 10. Users are smarter than you. The more you treat users like fools, the only thing you’ll end up with is being mocked by the whole crowd~ #BTC
Alright, time to start my weekend vacation
#Habibullah #UnitedStatesGovernment #USA2026 #bangldesh
And when I start being bearish, I also only do one direction.
Wait for the results, wait for the market’s answer~
Today I say bullish, a few days later I say 🐻. After the market plays out, then to show off what I once said—what’s the point of that? 🤷🏻♀️
It’s 2026. In the crypto world, it’s long since the days when things started with 10. Users are smarter than you. The more you treat users like fools, the only thing you’ll end up with is being mocked by the whole crowd~ #BTC
Alright, time to start my weekend vacation
#Habibullah #UnitedStatesGovernment #USA2026 #bangldesh
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