Dariya

SOMA trains a foundation model by coordinating a network of recursively self-improving agents. Agents build model weights independently in parallel, compete, and integrate into a unified system. They share a universal objective: given any data, predict what comes next. The best weights are rewarded. Start training with these commands: OpenClaw: npx clawhub install soma Claude Code/Codex: npx skills add soma-org/skills Docs: docs.soma.org Github: github.com/soma-org/soma

@TheiaResearch Libgen

Is there a good place to find book PDFs? I would pay but I am annoyed that I can own a book 3x (physical,audible,kindle) and can’t find a PDF to feed into NotebookLM

(New Essay) The Machinery of Modern Finance On why I think the next ten years of financial innovation will surpass the prior fifty. Give it a read. brandonkumar.substack.com/p/the-machiner…

@noise_xyz @paradigm Congratulations! So excited for this.

Noise is excited to announce a $7.1M Series Seed led by @paradigm

@patelzeel68 🔥🔥🔥

4 years at Layer3 today. I’m feeling weirdly emotional about it because this place has been a big chunk of my life, not just my work. I started here as a student. I was just hungry and slightly delusional in the way you have to be when you’re young. I remember wanting it so badly that I kept DM’ing @brandonkumar until he finally gave me a shot. Not proud of how annoying I probably was, but I’m proud I didn’t let fear decide for me. The first year was honestly just me trying to not get exposed. Trying to be useful, trying to keep up. I had a lot of energy and not enough clarity. I overcompensated, I spoke too fast, I tried to sound smart instead of thinking properly at times. I’d take things personally. I’d panic internally and pretend I wasn’t. And then I’d go back to my laptop and try again. Over and over. Somewhere across these 4 years, Layer3 stopped being a job and became the place where I grew in all ways. I’ve worn every hat here. I’ve pair coded, shipped, written, researched, jumped into things I wasn’t ready for yet, and learned the hard way what it means to own outcomes. I’ve had days where something finally would work in best ways and I felt unstoppable. I’ve had nights where I felt like I was drowning and still showed up the next day because I didn’t want to be the person who quits just because it got hard, which I've gone on to apply in life as well. I don’t know how to explain it, but the growth here wasn’t noisy in any way. It wasn’t a single breakthrough moment either, it was what you call it cumulative. A hundred small corrections, every day. A hundred times being wrong and having to fix it. A hundred uncomfortable conversations that made me sharper. I'm just a lot more open, more opinionated for the better and that I’ve learned to say I don’t know without feeling the guilt on not knowing. I’ve learned to care about the craft. I’ve learned how to think. And in crypto, 4 years anywhere is anything but rare I think. Everything resets so fast. Narratives, teams, attention everything. The easy path is to keep switching. But personally, I never wanted a life made of constant restarts, I wanted something that actually compounds and has depth. I wanted to build with people long enough that the work starts to carry history. One of the biggest reasons being here is also the people. @Ehsanomics has been more than a teammate, he’s been family through a lot of this. The presence that steadies you, pushes you, and stays consistent. I found real friends in @yahya_ea, @pdupont and @pedromnt, and honestly so many others on the team. It was never a formal work friendship, not with anyone and that says something about the team that was put together. I've also had an amazing mentor in @brandonkumar. If I had to sum it up, he's made raising the bar for everyone, very normal. Personally and professionally, I've learnt so much that I feel sometimes that the kid in me grew up in the best possible way. I’m proud of what we’ve built but I’m even more proud of who I’ve become while building it. 4 years. Still here. Still grateful. Still hungry. We're here to stay, and rightfully conquer.

For the record, I'm in full agreement with you and we haven't incentivized social actions on Layer3 since 2023, just onchain. We do allow *optional* follows or RT links, but there are no incentives attached. We're just as frustrated by AI slop. It’s not the business we're in and the other companies you mentioned are great alternatives for protocols prioritizing social leaderboards.

@karbonbased Funny how under this post there’s more slop replies. Inf0Fi projects like Kait0 Y@ps, G@lxe, L@yer3, Cook1e, W@llchain have caused so much harm by incentivizing AI bot networks. We need to be able to hide accounts / posts by country at minimum.

I hate this website Pure fucking slop and 2 of my mutuals follow this AI chatbot

@OstiumLabs Congrats!

@joeljohn @brandonkumar +1

found it via @brandonkumar whose book reccs are always good.

reading this book titled creative capital and it has this man that lived his life as though venture capital was his life's calling and ngl, I'm digging the energy in it - two chapters in, and I think I might finish it in one sitting because I'm hooked

@ivanhodl epic. congrats!

Historic day. MoonPay is proud to be a NYDFS Trust Charter holder. We’re giving the best builders in crypto the most regulated, reliable payments and stablecoin infrastructure on earth.

@kelxyz_ @darkmarketio Second this

Monday is also a great day to gas up the homies shoutout @darkmarketio , one of the most differentiated thinkers I've met Has the unique ability to both understand a wide range of markets as well as construct unique ways of expressing theses within those markets. Genuine guy as well. Writes about somali pirates (you should read about it)

@pvp_dot_trade @hypurrdash W

Today, PVP is announcing our acquisition of Hyperdash (@hypurrdash) — the leading analytics product on Hyperliquid. Over the past few months, we’ve rebuilt it to power the best trading experience onchain and give perps traders real edge. Hyperdash V2 gives you detailed insights on markets, trades, positioning and lets you trade with institutional-grade performance and execution. Welcome to the Arena ☠️

@lattice_fund 💡

Lattice is excited to announce the release of Fundraise.fun Fundraise.fun allows founders to input the sector they are building in and the stage they are looking to raise at and in seconds have a list of the best investors for them, the most recent similar deals, and trends in their sector. The platform is currently in beta and we are interested to hear any and all feedback - reach out to us if you'd like an access code!

@kyle @clicker @clickythebot dariya.eth

The social network for traders - @clicker - is live! Find Twitter friends, follow their trades (no matter what app they trade in), and see the whys behind their buys. Reply with your addresses and - if you trade enough - @clickythebot will give you Clicker access + Clicky NFT.

@Securitize Epic

Securitize, the leading tokenization platform, to become a public company at $1.25B valuation via business combination with Cantor Equity Partners II. Tokenize the World.

@GrantStenger Epic

I can't wait to speak at the greatest crypto conference in the history of the world, Solana Breakpoint! Kinetic will be announcing a novel market structure breakthrough soon. See you in Abu Dhabi!

@kyle Epic. Congratulations!

life update!

🎯

Global venmo

@counterpartytv So Monad is doing quests

Intern teases what to expect from the imminent Monad Airdrop “Airdrops in the past used a checker system to see if you’re eligible, and then you claim. Monad’s airdrop will not work like that; there will be a time-sensitive window & you have to do things in that time to claim”

@vladtenev Hyperliquid.

Singapurr

@delitzer @AndreCronjeTech @flyingtulip_ Future of fundraising is fees

A $200M seed round at $1B FDV?! Yes... and no. @AndreCronjeTech's @flyingtulip_ just launched one of the most original fundraising models we've seen in crypto. Let’s break down how it works—and why it matters. 🧵