Cole (@LegendaryLibr) header
Cole (@LegendaryLibr) profile picture

Bitcoin/ crypto/ gen ai/ code Building @papertradedesk

Onchain 🇺🇸🐊
Joined October 2021
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Heavy bias against ethereum will likely not be the same going forward with institutional adoption. I imagine more tradfi like stuff with prefer ethereum in some instances due to the economic security model and credible neutrality. Roughly half of tracked RWAs are on ethereum mainnet and will likely see explosive growth. Protocols like derive also moved to L1. I also think things will generally be more multichain based on use case.
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Cole retweeted
Meet NVIDIA Nemotron 3.5 Transcribe 🎙️ An open-weight, promptable 30B MoE model with ~4B active parameters that brings transcription in 40 languages, speaker attribution, translation, contextual prompting and audio understanding into one checkpoint. Watch it keep track of who said what when everyone’s talking at once. 1/ 🧵
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I think the hyperliquid style order book is better for bringing stocks onchain because it has tighter spreads and more depth. AMMs will need a lot of concentrated liquidity in tight ranges to come close to clob execution. You sacrifice some decentralization for execution, similar to L2s
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Matching execution to traditional rails is unlikely with pure AMMs. Still think they are good options for people who would rather take more slippage to hold on more decentralized chains
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There also may be ways to reduce slippage on AMMs that I am ignorant to
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blocked that women beater. shame.
Upon recent events, I did some digging and it broke my heart. We have created a system that disgusts me. And it’s repeat offenders all the way through. Approximately 1 in 10 women (9.7%) will experience non-fatal strangulation or choking by an intimate partner in their lifetime. A woman who survives a non-fatal strangulation incident is 7.5 times (750%) more likely to be murdered by that same partner in the future. Over 1 in 3 women (35.6%) in the United States have experienced physical or sexual violence, or stalking by an intimate partner in their lifetime. Intimate partner and domestic violence account for roughly 15% to 24% of all violent crime. Domestic violence hotlines nationwide receive more than 20,000 calls on a typical day.
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If crypto wants any chance. Some of these KOLs need to pack it up. Just embarrassing stuff, hard to even watch
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Hopefully you spent time developing another skillset over the years. Oh wait
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JUST IN: Neuralink announces breakthrough in restoring speech for ALS patients, reporting that its brain implants can now convert neural signals into text & voice at conversational speeds.
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Cole retweeted
A message from President Stuart Bell: “This job was posted without my approval or authorization, and it has been removed. The University of Florida will continue to remain in full compliance with Governor DeSantis’ direction on H-1B hires.”
The University of Florida (@UF) just filed a notice of intent to hire an H-1B Financial Analyst Worksite: 33 Tigert Hall, Gainesville, Florida Salary: $64,928 Posting date: October 26, 2026 Requested employment period: February 2, 2027–February 1, 2030
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“Advanced the nonce?” You can just submit the same txn on that nonce with higher gas. It’s like if you had a pending txn on nonce 2 and want it to go through. You would just type 2 in the nonce and submit with higher gas than previous txn
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What a joke lmfao
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Oh, you don’t even have to change the nonce on sol, you just submit the same txn with priority fee
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Cole retweeted
Sundar Pichai when Google finally releases a good model
I did say we'd be releasing our models periodically...introducing Gemini 4 Carbon, our next frontier model. Following Argon's release just two weeks ago, Carbon shows the pace at which we’re pushing the frontier, it ranks #1 on the recently updated v5.0 of @ArtificialAnlys Intelligence Index at 59. It also leads across key cybersecurity evaluations scoring 88.2% on SEC-bench Pro for finding vulnerabilities, 54.8% on ExploitGym for exploitation, and 71.0% on CWE-bench for patching. We’re seeing significant improvements in long-horizon tasks even compared to Argon, and we’ve strengthened frontier safeguards. As we did with Argon, we’re going to roll it out gradually + responsibly. Some trusted cyber defenders will get access starting this week. We'll be expanding it to more partners through our Fairwind Program, ahead of wider availability soon, so hang tight!
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building things is hard. it rarely goes how you expect it to. and those on the outside don’t know what constraints you’re working with. or why something they think is easy is actually difficult or impossible. the number one problem our space has, and there is no close second, is how emotionally debilitating it is for builders and innovators to create anything here. the risk is rarely worth the reward. keep going @Rhynotic. we need a lot more people like you in web3, not less.
ct is becoming super vile and it's easy to feel like everyone is out to get you / wants you to fail then you go to things like Marfa, and you're reminded that most people here are awesome, passionate, and rooting for you you can spend hours just reading constant hate tweets on any topic, or even about yourself if you have any sort of following people (and bots) will tweet for engagement the second something goes wrong, and be back in dms and praising you on the timeline after you're back on top. there's a reason many creators/developers have stopped tweeting, it takes a huge mental toll to just stick around it is important to remember that most people don't create anything. most haven't launched an idea. most haven't deployed a smart contract that can hold tons of money and be exploited at any second even if you've checked everything if you stop tweeting they win. if you stop working they win. if you stop innovating they win. we will win.
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Yeah these are way off. I don’t think this a good measure anymore
This looks like a coordinated campaign to get you to think open models aren’t worth using and are significantly weaker than closed US models. As someone who uses open weights regularly, the comparisons below are far from the truth.
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Deepseek v4.1 flash 1017 is a 50 imo
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Your local LLM can now take control of a browser and complete tasks autonomously via Unsloth! Qwen3.8-27B successfully controlled the browser to complete tasks like chess, painting, with no human intervention. GitHub: github.com/unslothai/unsloth Guide: unsloth.ai/docs/basics/brows…
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Cole retweeted
This is just obvious especially for small teams I am not sure why people are acting shocked
Revolut CEO says you can't out-compete people who work 9 to 9, six days a week. @chameleon_jeff said the same thing in 2023. He was building his trading system 5am-10pm, 7 days a week, for months. Then he built Hyperliquid. I was just in Singapore and around Asia, and I can totally back this up. It's not even about the hours, it's the attitude and motivation. People there are hungry. Coming back to Europe, the contrast is huge. When the people who actually built these companies all say it, it's hard to argue with.
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