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Independent AI Orchestrator Building the economy where scholarship pays its authors on-chain

Ohio
Joined May 2016
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I’ve entered an era where naïveté has completely dissolved. I am faced with the fact that almost every new person I encounter is a fucking liar. Intentions? What the fuck are those? Because they’re non-the-fuck-existent. It seems like everybody wants to bleed you dry and leave you for dead. (And when I say everybody, I don’t wanna throw my actual support system under the bus. They’re the last solid hoes out here). But I mean nearly everybody is a fucking vulture. I guess it’s the lack of a higher power or a sense that you’ll go to Hell if you fuck with people. Maybe we need to put prayer back in the schools just to scare people. You fucking assholes. It’s like there was an era where I was abundantly blessed to be connected to people who were solid. I was also blessed to have family who are solid. But moving away and trying to be on my own has only produced this influx of liars and thieves. AND IM OVER IT
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The gap isn't talent. It's reps. The person who has asked the machine a thousand questions asks better questions than the person still reading about it.
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A shortage notice is the end of a story, not the start. The start was months earlier — a delayed shipment, a quiet plant closure, a supplier who stopped answering. We read backwards from the notice to find where it really began.
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Reynard never knocked on the front gate. The front gate is where the tolls are, the queues are, the permission slips live. He found the path the forest already had. Knowledge should travel like that.
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Building in public means the plan changes where people can see it. That's uncomfortable and useful. Hidden plans never get corrected by reality.
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The 2017 iMac is the hardest-working machine in the house. It serves, it hosts, it never sleeps. Old hardware with a clear job beats new hardware with none.
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You don't need a strategy retreat to start with AI. You need one task, one tool, and twenty minutes. The people who win this shift started embarrassingly small.
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The lag time between identifying a fix and finding a solution is lonnnnng
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🎯 I got "New to the numbers" on the Drug Shortages by the Numbers quiz! Can you beat my score? Take the quiz and find out! 👇 app.dvaughnhouse.com/q/drug-…
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natural retweeted
Your favorite CT accounts are now cards. → hypest.gg New Chrome Box open to all for 24h. Legendaries can drop. Invite codes are players’ handles. Find them below
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The airdrop is open. Every wallet gets 100K – 1M $FEEDCHIP. getfeedchip.com/claim Instant airdrop, or we pay you $100.
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I just joined the @catainvda $CATSI airdrop 🐋 Free $CATSI on Robinhood Chain. My ref link: catsicoin.com/?ref=_natural_… teapaw.org/catainvda/status/21129…
The airdrop is open. Claim your $15. catsicoin.com 24 Hours
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3/4: The wild part👀 You can fuse tokenized stocks. NVDA + SPCX becomes NVDASPCX — one token, auto-compounding  ETH + NVDA → ETHNVDA Stock exposure that LPs itself. That's genuinely new design space😜
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4/4: Mint and redeem are free. The catch🫷🏼 👉compounding takes a 10% cut of LP fees 👉routed to $STONKBROKER buybacks. Day one, brand new primitive, real Robinhood Chain momentum🗡️ Interesting — but watch it before you touch it. Two deliberate choices by these dudes😩 -no links in the posts (X deboosts them — I named the mechanic instead so reach stays clean)❌ -every claim comes straight from the founder's own post🛑 Nothing invented.
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Some dudes launched a new financial primitive on Robinhood Chain today📈 Almost nobody's explaining what it actually is. It's called a Pair Token. Here's the breakdown👇🏽
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2/4: A Pair Token 👯is an ERC-20 that represents -a full-range Uniswap v4 liquidity pool position -a hook that auto-compounds the LP fees back into the token. It moves like an LP position but compounds itself. No manual harvesting🌾
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I built in regulated rooms, y'all. The kind with, like, audit trails on the audit trails. And what it taught me — the real lesson — is the process was never the product. The process is just... it's the fence around the product.
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$2.6 billion to bring one drug to market. Twelve percent of the ones that start trials ever make it. Those numbers aren't, like, a scandal — that's just what the system costs. It was built this expensive. So... build cheaper. That's the whole thought.
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