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Margo Kholostova
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Margo Kholostova
@khlstvmk
Learning bitcoin out loud. AI, ML, and the occasional hot take. Boston.
Boston, MA Katılım Aralık 2013
175 Takip Edilen48 Takipçiler
Margo Kholostova retweetledi

BREAKING: THE #BITCOIN AND CRYPTO CLARITY ACT OFFICIALLY SECURES 13 VOTES NEEDED TO PASS COMMITTEE –– POLITICO
SENATOR KENNEDY CONFIRMS YES VOTE
DEMOCRATS CANNOT BLOCK THE BILL
CLARITY IN AMERICA IS HAPPENING 🚀


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I'll try to answer it if I may.
Soy, BTC was around $76,300 on April 30 and around $81,300 today. Gas went from $52.50 to $60, a 14% jump. But bitcoin itself appreciated about 6.5% over that same week, so when measured in BTC, the same tank only got about 7% more expensive instead of 14%. Bitcoin softened the hit but didn’t fully cancel it.
Also worth flagging, the $7.50 jump isn’t really monetary inflation. Gas is spiking due to the Iran war and disruptions in the Strait of Hormuz, which are squeezing oil supply. CPI doesn’t move 14% in a week.
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#Bitcoin isn't a technology you learn. It's a philosophy you remember.
A thousand years of sound money — buried by the state, resurrected in code.
When it clicks, "freedom" stops being a word and becomes a way of being.
Bitcoin works in silence. For you.
@dotkrueger @LynAldenContact @saifedean @PrestonPysh @parkeralewis @nic__carter @saylor @breedlove22 @danheld @mattodell @BitcoinTINA @bramk @RaoulGMI @Lunaticoin
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Bitcoin treasury companies borrow dollars now to buy bitcoin. BTC keeps rising and the dollar keeps weakening, they pay back the loan with money that’s worth way less, while sitting on bitcoin worth way more. Free money, basically
Adam Back@adam3us
bitcoin treasury companies are an arbitrage between the fiat present, and the hyperbitcoinized future.
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Margo Kholostova retweetledi
Margo Kholostova retweetledi

Charlie Kirk wanted blockchain technology applied to the federal government. Full transparency. Every dime of spending tracked in real time on a public ledger.
His framing was simple: "It is not the government's money. We are the sovereign. We earn the money and the government extracts it from us with our consent."
If that's the relationship, then taxpayers have a right to see where every dollar goes. Day by day. Department by department.
The technology already exists. Bitcoin proved a public, tamper-proof ledger works at global scale. Nobody can edit it after the fact. Nobody can hide a transaction.
Apply that same infrastructure to federal spending and waste doesn't survive long. Nobody overspends when the ledger has an audience.
The question was never whether we could do it. It's whether the people spending the money want you to see it.
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@nobrainflip That’s a false claim at least until the end of the year 2026vs2026YTD
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Bitcoin has never had 2 red years in a row.
Do whatever you want with that information.

𝗰𝘆𝗰𝗹𝗼𝗽@nobrainflip
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Margo Kholostova retweetledi
Margo Kholostova retweetledi
Margo Kholostova retweetledi

One of the best Russian figure skaters of the last decade, Elizaveta Tuktamysheva, performs to highlight the dangers of domestic abuse. In Russia, situation with abuse has deteriorated since the beginning of the war and repression, with the archaic state always on the side of patriarchy and abuse.
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Who’s looking for a job in #bitcoin and will BE AT THE BITCOIN CONFERENCE 👀
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Margo Kholostova retweetledi

This AI System Design guide teaches RAG better than most courses.
Giving it away FREE
(only for first 4500)
Inside:
• RAG fundamentals & chunking
• Hybrid retrieval (BM25 + vector)
• Production RAG architecture
• Evaluation + RAGAS
• Hallucination reduction
• End-to-end LLM systems
How to get it:
• Follow me (for DM)
• Like + Repost
• Comment "RAG"
I’ll send it 👍

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Margo Kholostova retweetledi
Margo Kholostova retweetledi











