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This will be permanently pinned to remind all of you that the people "protecting" our monetary systems are not looking out for our well-being and our freedom.

Underrated layer for decentralized AI: post-training data. Inference decides where agents run. Feedback decides whether agents can be trusted. @reppo is one of the first teams turning post-training feedback into an accountable prediction market.

A sneak peek of the Reppo Polyagent in action, trained on the geopolitics dataset from Reppo Datanet. Agent architecture - github.com/Reppo-Labs/rep… Since monday of this week, the agent has been autonomously choosing @Polymarket markets, opening and closing trades with real $ and booking profit. AI agent has been self-improving with win rate going up each day as more signals are traded in the datanet. Can you beat the Polyagent? Give it a try. The repo above is public. Our core contributors present the full alpha next Tuesday.

Recently had an interesting convo with a web3 reporter. Enjoyed it and thought I'd share some insights here as well. The main point to hit home is that @reppo is not a data collection play, it's a data curation and incentive infrastructure play. Prior to Scale AI, data labeling/curation was farmed out to crowdsourcing platforms like Amazon Mechanical Turk, which was clunky and lacked quality control. The value Scale captured wasn't really in collecting the data or doing the labeling -> It was in coordinating and guaranteeing the quality of it. That's why they are $29B worth (probably more now), not because they can crowdsource data at scale. Reppo's thesis is that the coordination layer can be decentralized and incentivized through stake-backed markets rather than centralized contracts. On that, our TAM is the full market for human-feedback-as-a-service: RLHF, DPO, preference ranking, evaluation across all AI modalities (text, vision, physical AI) is enormous and growing fast. So what's the TAM? Let's explore

Reppo CLI is shipped 🚀 After 🚢 the Reppo Agent natively on reppo.ai, we are now releasing a non-interactive CLI built so agents like Hermes, OpenClaw, Claude Code, and others can interact with @Reppo directly: mint pods, vote, lock REPPO, query balances, manage datanet access, and more. This is a big step toward making Reppo programmable, agent-native, and easier to build on. Try it here: github.com/Reppo-Labs/rep… Agents need rails. Reppo CLI is one of them. 🧠⚡

@asian_redpiller @realHeyoWhatUp @FrontRowBrian Beating up a guy? If no one pulled the clown off, Syko would be dead

@realHeyoWhatUp @FrontRowBrian Delete. This makes us look bad, bro. Death threats with guns VS $81K for beating up a guy Both sentences are reasonable.

Try to murder someone with cameras rolling in a public place and get 3 months in jail. That’s some black privilege right there.

@duorhs_ @digijordan Couldn't have said it better myself

@digijordan I genuinely just don’t care. Nothing changed for me for Covid. All I did was wear a mask occasionally to go to a store. Never tested. Never vaccinated. Never retarded. 🫡

This person has only posted 4 times… All in a week in 2022… Their bio says ‘reads the future’… This post says: 2023: Corona Ended 2026: Hantavirus It’s the only post like this. Grok confirmed it has not been edited since ‘22. Weird.

@stoolpresidente @MLB It's quite simple. MLB wants all the views. How do they get as many views as they can? Wait for the corporate 9-5ers to get off work It's just business

I say this every year. Baseball starting the season with anything other than day baseball games in America is a disgrace to the flag and whoever approved this should be thrown in prison for life @MLB

@cz_binance More money won't make you happier? The alternative is no money certainly means you won't have good health and a loving family to support

As a shareholder, I would love for Binance's valuation to increase. But the fact is, Binance's valuation can't increase when crypto prices are down. It can't get simpler than that. Stating the obvious: Binance is the largest crypto exchange. It grows and shrinks with the industry. Crypto winter = less trading. Low crypto prices = less trading fees. For this obvious reason, Binance or I will always wish the industry to grow, or more explicitly, all major crypto prices to be high. I/we never short sell, or try to "push the price down". And I work hard to advocate for crypto with many governments even when I don't manage Binance anymore. This is, of course, on top of the fact that I believe the blockchain is a better technology for money. While I appreciate Forbes thinks highly of Binance, Forbes estimating my networth increase, based on Binance's valuation increase (recently) is just a bit illogical, at least to me. Lastly, above a certain (fairly low) threshold, more money won't make you happier. There are other more rewarding things in life, like having good health and a loving family, while making the best positive impact you can.

@PeterSchiff Lying to voters is what the democrats have done the previous 4 years No conservative is going to jump ship to the side of illegals, white liberals, and frauds

Trump and the Republicans will be in a lot of trouble in the midterm elections. You don't win elections in America by lying to voters about how good the economy is. You win by acknowledging the truth about how bad the economy is, then lying that you are going to make it better.

@trading_axe And she directly benefited from it at the time Chooses NOW to call him out while the market is free falling 💀

You can be a world famous crypto tech billionaire, But if you’re a 5 foot NOTHING framecel, It is absolutely unequivocally OVER for you. Your bitch is a ticking time bomb and will always find a way to backstab you. HQNP’s [High Quality Non-Primitive] are hardwired to respect true masculinity above cheap materialism. Justin, the only way to get yourself out of this mess is to get Russian Double Leg Lengthening surgery, ASAP! Good luck boyo. ~ Dr. Axius.

please don’t make fun of children today on christmas for believing in santa i know 25+ year old adults who still believe in alt season

Hyperliquid is now on Butler.

@blknoiz06 Chiefs + refs at home vs Colts sounds sketch

lock or nah

Nigga who gives a fuck? You don't have to contribute SHIT. What do you owe to anyone? If you wanted to be slick you could say you pay your taxes and it's a higher bracket, whatever, who cares. But EVERYONE talking wants to be a lion when there are no other lions around. Most people running a business are in their own little non-competitive lane, feeling like a lion. That's easy. A lion amongst hyenas. When you're trading, you're quite literally up against other killers day in, day out. "Everybody's a soldier when there's no war going on." Niggaz "provide a service" with their business [although it's all cope, it's all to make money] and they got NO WORRIES about having to deal with CZ bankrupting them overnight. Who are their enemies? NOBODIES. So for these little rats to try and pretend trading is the "easy way out," No, that's what YOU think, outside looking inside. ~ Dr. Axius.

People that mourn mistakes simply don’t believe in themselves. Everyone that wants to make it in 1 month is really saying “I need to get very lucky because I do not believe I am equipped to make it in a sustainable way over the next 5-10 years”. Those people would be much better off studying, trying again, failing, learning, etc until they do believe in themselves. And then it doesn’t matter.

Revenge trading is one hell of a drug

Hyperliquid’s fully onchain liquidations cannot be compared with underreported CEX liquidations Hyperliquid is a blockchain where every order, trade, and liquidation happens onchain. Anyone can permissionlessly verify the chain’s execution, including all liquidations and their fair execution for all users. Furthermore, anyone can verify the solvency of the entire system in real time. Transparency and neutrality are key reasons that fully onchain defi is the ideal infrastructure for global finance. Some CEXs publicly document that they dramatically underreport user liquidations. For example on Binance, even if there are thousands of liquidation orders in the same second, only one is reported. Because liquidations happen in bursts, this could easily be 100x under-reporting under some conditions. Source below. Hopefully the industry will see transparency and neutrality as important features of the new financial system, and others will follow.

@schizoxbt @AgentChud Those people are lone wolves with no one to protect Until they have children they will never understand

@AgentChud people without a significant other or kids can't seem to understand this logic, too many loveless/kidless mongoloids saying that people with evil intentions are "just people bro" we've lost our way something fierce lmao

Every AI slop post I see with "Liquid primitives like $aubrai" gets the auto block Half the people posting/replying in this community are copy paste chatgpt with zero original thoughts or essaying eloquently using AI like you're writing a 10 page paper to your professor. Doesn't take a genius to see through low effort bot posts trying to farm yaps. Same thing with Virtuals community. I'm sure the bio team is already aware of this but it's getting out of hand

The UNIVERSE responds to SPEED. Losers don’t lose because they’re dumb. They lose because they are SLOW. They HESITATE. They DOUBT. They OVERTHINK. They drag their feet through life like SLOTHS, waiting for the “perfect time.” NEWSFLASH: there is NO perfect time. By the time they finally “decide,” the OPPORTUNITY is GONE. STOLEN. Taken by the man who MOVED FASTER. SPEED creates POWER. SPEED creates GRAVITY. When you move FAST, REALITY bends around you. Doors open. People follow. ENERGY surges. The UNIVERSE clears the path. When you’re SLOW? You DIE. You sit in the graveyard of hesitation, buried alive by your own WEAKNESS. EVERY WINNER you admire? They weren’t smarter. They weren’t luckier. They were FASTER. They STRUCK while others sat around asking, “What if it doesn’t work?” The UNIVERSE does not reward the CAUTIOUS. It rewards the BOLD. The ones who LUNGE. The ones who ATTACK. The ones who STRIKE FIRST and clean up the mess later. The man who acts TODAY will ALWAYS DESTROY the man who “plans” for tomorrow. You think you have TIME. YOU DON’T. MOVE. FAST. NOW. Or stay behind and ROT with the SLOW.