Link Optimist retweeted
Vitalik - Ari - Sergey
One of the most fascinating soap operas in crypto and most are watching Sesame Street.
"So when Ari put his name on the Chainlink whitepaper in 2017 and then formalized his role as Chief Scientist, 𝘁𝗵𝗮𝘁 𝘄𝗮𝘀𝗻'𝘁 𝗮 𝗽𝗲𝗿𝗶𝗽𝗵𝗲𝗿𝗮𝗹 𝗲𝗻𝗱𝗼𝗿𝘀𝗲𝗺𝗲𝗻𝘁 — 𝘁𝗵𝗮𝘁 𝘄𝗮𝘀 𝘁𝗵𝗲 𝗺𝗼𝘀𝘁 𝗰𝗿𝗲𝗱𝗲𝗻𝘁𝗶𝗮𝗹𝗲𝗱 𝗰𝗿𝘆𝗽𝘁𝗼𝗴𝗿𝗮𝗽𝗵𝗲𝗿 𝗶𝗻 𝘁𝗵𝗲 𝗼𝗿𝗮𝗰𝗹𝗲 𝘀𝗽𝗮𝗰𝗲 𝘀𝗮𝘆𝗶𝗻𝗴 𝘁𝗵𝗶𝘀 𝗶𝘀 𝘁𝗵𝗲 𝗿𝗶𝗴𝗵𝘁 𝗮𝗽𝗽𝗿𝗼𝗮𝗰𝗵. For Vitalik, who had his own views on how the oracle problem should be handled, that had to sting in a specific way. It wasn't some outsider building oracle infrastructure — it was Ari
𝗪𝗵𝗮𝘁 𝗦𝗲𝗿𝗴𝗲𝘆 𝘂𝗻𝗱𝗲𝗿𝘀𝘁𝗼𝗼𝗱 𝘁𝗵𝗮𝘁 𝗩𝗶𝘁𝗮𝗹𝗶𝗸 𝗱𝗶𝗱𝗻'𝘁 𝘄𝗮𝗻𝘁 𝘁𝗼 𝗮𝗰𝗰𝗲𝗽𝘁
𝗦𝗲𝗿𝗴𝗲𝘆'𝘀 𝗰𝗼𝗿𝗲 𝗶𝗻𝘀𝗶𝗴𝗵𝘁, which he was articulating as early as 2014-2015, 𝘄𝗮𝘀 𝘁𝗵𝗮𝘁 𝘁𝗵𝗲 𝗼𝗿𝗮𝗰𝗹𝗲 𝗽𝗿𝗼𝗯𝗹𝗲𝗺 𝘄𝗮𝘀𝗻'𝘁 𝗴𝗼𝗶𝗻𝗴 𝘁𝗼 𝗯𝗲 𝘀𝗼𝗹𝘃𝗲𝗱 𝗮𝘁 𝘁𝗵𝗲 𝗽𝗿𝗼𝘁𝗼𝗰𝗼𝗹 𝗹𝗮𝘆𝗲𝗿 — 𝗶𝘁 𝘄𝗮𝘀 𝗴𝗼𝗶𝗻𝗴 𝘁𝗼 𝗯𝗲 𝘀𝗼𝗹𝘃𝗲𝗱 𝗮𝘁 𝘁𝗵𝗲 𝗺𝗶𝗱𝗱𝗹𝗲𝘄𝗮𝗿𝗲 𝗹𝗮𝘆𝗲𝗿, 𝗮𝗻𝗱 𝘁𝗵𝗮𝘁 𝗺𝗶𝗱𝗱𝗹𝗲𝘄𝗮𝗿𝗲 𝗹𝗮𝘆𝗲𝗿 𝘄𝗼𝘂𝗹𝗱 𝗻𝗲𝗲𝗱 𝗶𝘁𝘀 𝗼𝘄𝗻 𝗲𝗰𝗼𝗻𝗼𝗺𝗶𝗰 𝘀𝗲𝗰𝘂𝗿𝗶𝘁𝘆, 𝗶𝘁𝘀 𝗼𝘄𝗻 𝘁𝗼𝗸𝗲𝗻, 𝗶𝘁𝘀 𝗼𝘄𝗻 𝗻𝗲𝘁𝘄𝗼𝗿𝗸 𝗲𝗳𝗳𝗲𝗰𝘁𝘀. He was essentially arguing that the oracle layer was a separate market from the smart contract platform.
Vitalik's instinct ran in the opposite direction. His architectural preference was to minimize the oracle surface — design contracts that need less external data, use Schelling point mechanisms for the data they do need, treat oracles as a necessary evil to be constrained rather than a layer to be elaborated.
This wasn't just technical preference — it reflected a deeper philosophical commitment to minimizing trust surfaces at every layer.
𝗧𝗵𝗲 𝗽𝗿𝗼𝗯𝗹𝗲𝗺 𝗶𝘀 𝘁𝗵𝗮𝘁 𝘁𝗵𝗲 𝗺𝗮𝗿𝗸𝗲𝘁 𝗰𝗼𝗺𝗽𝗹𝗲𝘁𝗲𝗹𝘆 𝗿𝗲𝗷𝗲𝗰𝘁𝗲𝗱 𝗩𝗶𝘁𝗮𝗹𝗶𝗸'𝘀 𝗽𝗿𝗲𝗳𝗲𝗿𝗿𝗲𝗱 𝗽𝗮𝘁𝗵. DeFi as it actually emerged — lending protocols, synthetic assets, perpetuals, derivatives — required rich, reliable, high-frequency price data. You cannot run Aave on Schelling points. The ecosystem voted with its TVL, and 𝗶𝘁 𝘃𝗼𝘁𝗲𝗱 𝗳𝗼𝗿 𝗖𝗵𝗮𝗶𝗻𝗹𝗶𝗻𝗸.
Here's what makes this triangle genuinely uncomfortable: 𝗩𝗶𝘁𝗮𝗹𝗶𝗸 𝗰𝗮𝗻𝗻𝗼𝘁 𝗲𝗮𝘀𝗶𝗹𝘆 𝗮𝗰𝗸𝗻𝗼𝘄𝗹𝗲𝗱𝗴𝗲 𝗖𝗵𝗮𝗶𝗻𝗹𝗶𝗻𝗸'𝘀 𝗰𝗼𝗻𝘁𝗿𝗶𝗯𝘂𝘁𝗶𝗼𝗻 𝘁𝗼 𝗘𝘁𝗵𝗲𝗿𝗲𝘂𝗺'𝘀 𝘀𝘂𝗰𝗰𝗲𝘀𝘀 𝘄𝗶𝘁𝗵𝗼𝘂𝘁 𝘂𝗻𝗱𝗲𝗿𝗺𝗶𝗻𝗶𝗻𝗴 𝗵𝗶𝘀 𝗼𝘄𝗻 𝗮𝗿𝗰𝗵𝗶𝘁𝗲𝗰𝘁𝘂𝗿𝗮𝗹 𝗰𝗿𝗶𝘁𝗶𝗾𝘂𝗲. If he says "yes, Chainlink's oracle network enabled DeFi," he's implicitly conceding that the middleware-layer, separate-economic-security, trust-the-oracle-network approach was correct — and that his preferred oracle-minimalist path was not what the ecosystem needed."
Most $LINK marines started in crypto the normal way - as monochaintheists. But once you put down the "whole world will run on my chain" hashpipe - it was easy to see the utopian view did not match reality.
Blockchain cant scale to meet the trust requirements across every jurisdiction in the world.
Middleware is where blockchain gets shit done in the real-world.
Makes sense?
Theres a thousand public and private blockchains.
The only way theyre BFT credibly-neutral end to end and useful to the real world is thru Chainlink.
Millions of tokens.
Thousnds of blockchains.
One $LINK.
Chainlink is middleware.
open.spotify.com/track/6AI3e…
Link Optimist retweeted
Only the $LINK community understands how Chainlink just became mandated by 9 US federal agencies
The U.S. Financial Data Transparency Act (#FDTA) joint rule is final. Nine federal agencies have named the Legal Entity Identifier (#LEI) as the standard for entity identification, replacing a patchwork of more than 50 incompatible systems.
It takes effect on 1 October 2026. Peter Warms on what it means and how to prepare: gleif.org/en/newsroom/blog/n…
Link Optimist retweeted
History doesn’t repeat itself, but it often rhymes.
💻 PCs had their operating system.
☁️ Cloud had its hyperscaler.
🧠 AI had its compute layer.
⛓️ Onchain finance has its oracle platform.
Link Optimist retweeted
Around 70% of respondents in a recent survey use Level 2 data. Nearly 85% consider it quality data. As corporate structures grow more complex, demand for reliable ownership information keeps rising, and keeping it accurate at scale is the hard part.
In a new blog, Zornitsa Manolova, Head of Data Quality Management and Data Science at GLEIF, looks at how artificial intelligence (AI) can help.
Within the Global LEI System, Level 2 data answers the question of who owns whom: parent and subsidiary structures, branch-headquarters links, and fund relationships. Much of that information already exists, but it sits buried in annual reports and corporate disclosures that are hard to review manually.
GLEIF is now using AI-based extraction to pull relationship data from these documents and structure it, with human oversight to validate the results. One finding stands out: after prompt optimization, a smaller, cheaper model outperformed a larger one. Better inputs, not bigger models, made the difference.
Read the full post: gleif.org/en/newsroom/blog/t…
#GLEIF #LEI #AI #DataQuality
Link Optimist retweeted
JUST IN: Bank Of Canada publishes report on @aave concluding DeFi lending is technically & operationally viable.
Chainlink oracles underpin DeFi lending at scale, having secured trillions of dollars in deposit & borrow volume for Aave markets for over half a decade of operation.
Link Optimist retweeted
chainlink's payment abstraction reserve has auto-bought 2.3m LINK ($20m) in 7 months from enterprise fees. every protocol paying for oracles or CCIP in USDC/ETH gets silently converted to LINK and locked. grayscale GLNK and bitwise CLNK posted 13 consecutive weeks of inflows with zero outflow days. the token is down 61% since march. the ex-chainlink deputy general counsel is literally running the SEC crypto task force. the regulatory framework for tokenized securities is being written around their architecture. $60b in DeFi TVL secured, 80%+ oracle market share on every major chain, exclusive provider for aave v4 and all coinbase wrapped assets. stop trading start believing applies here more than anywhere. you're buying cisco in 1996 if cisco had a monopoly and the government was staffed by cisco lawyers
Link Optimist retweeted
Tokenization is changing how the world works. This isnt being introduced into the financial system just to keep doing business as always - but with a blockchain.
People are beginning to understand crypto was the precursor to Tokenization.
Tokenization is the precursor to Automation.
The Fourth Industrial Revolution.
$LINK
Link Optimist retweeted
CHAINLINK: Delivering Privacy’s End-Game
@SergeyNazarov called lack of privacy "the greatest barrier holding back large-scale institutional adoption of onchain finance."
👀 $LINK coded but you wouldn’t believe it
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Link Optimist retweeted
Chainlink Build member @truflation was mentioned by Scott Bessent during the Senate Banking Committee
Truflation has developed the first reliable, independent inflation index anchored in millions of real-time true-price data points, powered by Chainlink Data Feeds
They don’t know about x402 $LINK
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Compete where there is dumb competition, aka crypto twitter $LINK
Charlie Munger's advice to Flexport CEO Ryan Petersen: “The key to success is dumb competition.”
“I always say that to people who are building AI companies. What a nightmare. Your competitors are literally AI geniuses.
You should find a way to apply AI in some other domain so you're not competing with the smartest people on planet Earth.”
@Flexport CEO @typesfast on The Knowledge Project Podcast with
@shaneparrish
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$LINK coded
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Link Optimist retweeted
Sounds familiar tbh
$LINK
Fun fact: The 1998 paper that introduced Google and PageRank to the world ends with this acknowledgment:
"Supported by the National Science Foundation under Cooperative Agreement IRI-9411306. Funding also provided by DARPA and NASA."
Sergey Brin was on an NSF Graduate Fellowship. Larry Page was a PhD student on the grant.
Google—now worth $2 trillion—exists because American taxpayers funded "the Stanford Integrated Digital Library Project."
Not a startup garage myth. A government grant.
Every time someone says public research funding "picks winners and losers" or "crowds out private innovation," remember: the most dominant technology company of the 21st century was incubated entirely with public money, inside a public university, by researchers on federal fellowships and grants.
The private sector didn't see it coming. VCs passed. The government funded it anyway—not because it would become Google, but because fundamental research into information retrieval seemed worth understanding.
That's the point. You can't predict which grants will change the world. You fund the science and let researchers explore.
The internet (DARPA). GPS (DoD). Touchscreens (CIA/NSF). mRNA vaccines (NIH). Google (NSF/DARPA/NASA).
Public investment in basic research isn't wasteful spending. It's the seed corn of the entire modern economy.




































