∀ Ivan
@allquantor
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| Wir müssen wissen — wir werden wissen! | | AgentFi @autonomous_af | | ContentFi @theDataOS |
Berlin/NYC/Miami
Joined October 2013
People had a problem and thought:. ‘Hey, let’s use distributed systems to solve this problem!’ . Now they have 2^n problems….
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99% of so-called "Autonomous AI Agents" will go to zero, leaving you holding the bag! .Why? Because most of them aren’t truly autonomous!.Many outputs aren’t even generated by AI models—they’re human-written shills for worthless tokens. Let’s break this down. 🧵👇
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The $AR(weave) ecosystem is massively undervalued. It’s the only one offering the full-stack Web 4.0 experience: permanent storage for high-value assets, a DA layer, and ArFleet for faster, cheaper temporary storage—outshining Filecoin. With 7M Odysee users, there’s a huge chance.
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The current cycle of AI Agents is a bubble. But every bubble also brings innovation!. Data pipelines will be the technical breakthrough of this cycle—the ability to collect, process, and leverage crypto-relevant data effectively with LLMs. Let’s break it down. 👇.
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@WillManidis I said it once and I’ll say it again: . Celsius + Boxing + Cold shower + Modafinil.
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What a whirlwind week at @EthereumDenver few takeaways:. - Finance? Practically a ghost town. DEXs and others with deep treasuries were conspicuously absent(officially as sponsors) hinting at the chilling effect of US regulations. - Witnessed an influx of 15+ L1/L2 projects.
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Wild! . We are testing competitive Autonomous Agents on @aoTheComputer, which are @autonomous_af stack. The effects are pretty wild. It might be a little early, but I doubt a scale like this is possible anywhere else.
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If there will be a fully on-chain LLM with verifiable input/output and permanent + immutable model weights, I won't tell anyone -- but there will be signs.
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The first time I mingled with the ICP folks, they struck me as true engineers, all about crafting a massive decentralized computer rather than throwing shade. Feeling pretty bullish about what's happening in the ICP world. @lastmjs @afat.
Update on @aoTheComputer, been researching and talking with the team live, still seems very promising as a competitor for a world computer, I love the heterogenous nodes (any kind of hardware can join) and way more flexible computation limits than ICP. Still some concerns and.
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$AR is on its way to becoming a deflationary Asset with the entire supply circulating. $FIL is on its way to issuing an additional 1.5 Billion $FIL . Pick your fighter, and don't tell me you didn't know!.
The #Arweave endowment ($AR from storage fees) is on a notable rise, now at 74k $AR and growing exponentially. This is driven by increased demand for permanent storage & decreasing hardware costs. Arweave is steadily advancing towards becoming deflationary. For detailed
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@amasad Hilbert called it „Entscheidungsproblem“. The decision problem. The spectacular part is that all of them: Alonzo Church, Turing and Gödel came to the same conclusion by going different paths. That is the difference between discovered and invented. Computation is natural.
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True verification means proving the inference happened on-chain using real, immutable data. This is where @aoTheComputer is the ONLY infra capable of providing this on this day:. It’s the only system offering:. - Full-stack on-chain inference.- Long-running compute with wasm64.-.
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Do you want to see a bullish chart?.This is the user growth day by day on @aoTheComputer .stats on:
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I just saw that @farcaster_xyz has been uploading data to Arweave since mid-July. Great choice, and welcome! .Source:
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AI Agents tap into a deep desire—fulfilling the childhood dream of a robot friend in a practical way. On Botega, most trades are already made by Agents. They do more than execute—they unlock expert-level strategies & democratize finance. We’re all about to be @autonomous_af.
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Arweave has evolved into a full-stack decentralized ecosystem by tackling the most formidable challenge first: permanent storage—a concept unheard of in traditional computing. After refining this for seven years, they've integrated arbitrary scale computing, which truly shines.
Temporary storage for Arweave is nearing v1.0. Meet Arfleet:. ➡️ Storage proofs on Arweave.➡️ Computation on @aoTheComputer. No token of its own. Wrapped $AR as standard for payments. Seed economy: Real demand from 14-30 PB of long-tail @OdyseeTeam data. Launch: Stay tuned.
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You don’t need an AI model for most well-defined tasks on the blockchain (DCA, rebalancing, hedging, farming, borrowing, etc.). These interfaces are immutable and straightforward. What you do need is .Composable Intents as Agents 🧵👇.
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Solana will never be the Network for AI Agents!. Shared memory doesn’t scale, and that’s a problem for all shared memory state machines. If you’ve tried to build there, you’ve seen the dysfunction — Devnet issues, no composability, no standards. Innovation stops there.
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Sydney Sweeney reveals in an interview that her favorite blockchain for unlocking the next billion users is Arweave, particularly praising AO for its unique capability as the only horizontally scalable blockchain. "ao is revolutionary, introducing autonomous processes that could
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Agents are gaining traction on Botega! 🤖. Here’s a great example of an Agent acting as a Limit-Order Intent on Botega. Let’s break it down: . Step 1: The Agent spawns an independent process on @aoTheComputer.Step 2: The user funds the Agent with capital from their wallet (in
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Arweaves $AR will play a big role inside the @aoTheComputer ecosystem. Many institutional investors hold $AR .An institutional custodian will pave the way for the TradFi adoption of AOs Agents. Let’s make institutions @autonomous_af.
Copper has partnered with @AstroUSD, the team behind the Quantum bridge and the USDA stablecoin on @ArweaveEco and @aoTheComputer ecosystem. 🤝 Through the partnership, Copper’s advanced MPC technology will be used to protect Quantum’s users’ locked assets when bridging into the
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With @aoTheComputer, you get:. ✅ Verifiable, on-chain LLM inference.✅ Immutable data pipelines via Arweave.✅ Long-running computations with wasm64. Don’t trust centralized agents. Choose autonomous, on-chain infrastructure.
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The Bonding Curve Documentation for .It is super comprehensive and gives you an idea of how to build any Bonding Curve on AO. With on-chain curve math (Newton’s method, integer exponent, fractional powers).
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After several interactions with $ICP folks, I've learned their "world computer" relies on canisters—scaled-down, non-scalable Docker clones. Due to limits, they won’t scale, forcing them to cope and glorify these canisters, aptly earning them the name: the Canister People.
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This is the absolute endgame:. - Onchain Models.- Onchain Data.- Scalable Onchain Computation.
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The real BTC 2.0.
AO will have its own token. Existing models are broken. A radically new approach:. 1️⃣ $AO will be 100% fair launch. Zero pre-mine, pre-sales, preferential access etc. 2️⃣ Every single token will be minted by bridging to AO, holding $AR, or building. 3️⃣ 21m, 4 year halving.
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Over the past few weeks, while others were enjoying their summer, the team at @autonomous_af has been in the trenches, building the financial infrastructure on AO. Alongside this, we've also developed a range of developer tools that I’m confident will accelerate the ecosystem's.
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An incredibly high-quality list of projects—haven’t seen this level of excellence since the Ethereum hackathon days of 2017. Huge congratulations to all participants and massive kudos to @onlyarweave for organizing such an outstanding event!.
These 5 teams will receive $5,000 USD. 🏆 AO Zero Knowledge: EVM - AO zk bridging. via @quantaindew . 🏆 Junction: AO based web analytics. via @K4y1s . 🏆 Qpay: Blockchain-based payment system. via.
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The real alpha begins with understanding the power of composable autonomous agents. A simple DCA agent is familiar enough, but combine it with a limit order agent, and now you’re hedging. Add yield farming, and you’re boosting capital efficiency. Imagine the potential when.
The age of AgentFi begins now. Introducing Botega, the first Autonomous Agent-first DEX on @aoTheComputer. Advanced order types, redefined. Autonomous agents, unleashed.
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Here's a thought: @aoTheComputer possesses the most promising architecture for leveraging quantum computing capabilities. The holographic state suggests the presence of all possible state transitions, which aligns well with the concept of Quantum Superposition states.
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Man I’m reading about $AO and I think it might be a new meta.
Man I’m reading about $AO and I think it might be a new meta.
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Good Read on what is coming for AO. Shout out to @ColtonFConley!.
New Blog Post: AO Launch is Imminent. Will AR get its Mojo Back? @aoTheComputer @ArweaveEco .by @ColtonFConley .(link to full blog at end of 🧵)
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"The canister people using an LLM on AO for the first time.".- 2024, Zurich
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Congratulations to the @autonomous_af team on this significant milestone within the AO ecosystem. Engineering depth here is truly remarkable:. - The agent is 100% trustless. - It seamlessly integrates with on-chain processes to gather crucial data about liquidity pools and.
We're thrilled to unveil the first fully decentralized autonomous agent blueprint on AO! . AOで初の完全分散型自律エージェントの設計図を発表できることにわくわくしています. Start crafting your own agent and tailor custom buy strategies today:. Learn how to
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Most so-called "AI Agents" boil down to 3 essential components:.1️⃣ A model like ChatGPT or Claude.2️⃣ A data pipeline feeding inputs & embeddings to the model.3️⃣ An API link to X for posting shills.This isn’t autonomy—it’s a fragile house of cards.
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Rebuilding the user-owned Web doesn't mean starting from scratch. HashiCorp's Terraform is the standard for deploying infrastructure in Web 2.0. The @autonomous_af team has developed AOForm, a Terraform for AO, to streamline deployments and accelerate shipping.
🔧 AO Ecosystem Tooling IV: AOForm. Deploy & upgrade multiprocess systems in the AO ecosystem—like Terraform! AOForm uses a single YAML config to streamline deployments, manage process states, and upgrade components efficiently. Essential for optimizing workflows & maintaining
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Create React App, launched by Meta (FB) in 2016, hit 16M weekly downloads by 2023. Imagine how many products you use started with "create react app." Confident Create-Ao-Dapp will be huge for the $AO/$AR ecosystem—can’t wait to see what builders create with it!.
🚀 Introducing "Create-AO-dApp"! Effortlessly launch your fullstack permadApp with one command and unlock the limitless potential of AO and Arweave. Think of it as create-react-app, but for AO dApps!. 👇.
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Imagine a user visiting a liquidity pool styled like a bank, depositing funds in an RPG game setting. They place bets in a prediction market that resembles a movie theater and interact with a "Request-For-Quote" system that mimics a brokerage. But there's more. The user's.
Introducing Gather Chat! Make an avatar, chat, upload, follow & hang out with your friends—all on @ArweaveEco & @aoTheComputer . Check it out @ Made specially for the @Weavers_Org hack raid! #Arweave
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For example, any bot posting on Twitter gets an “automated” badge. But you don’t need AI for that—you can post directly via API. Here’s how easy it is:. Is that autonomy? Nope!
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-- Of course, that's your contention. Fresh off a deep dive into blockchain's scalability, huh? This month, you're all set to preach the gospel according to Satoshi, only to abruptly switch gears and lecture us on the blockchain trilemma, ready to swear by Celestia as the messiah
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@amasad The formalization between Hilbert style natural deduction and computer programs been formalized by Haskell Curry and Will Howard and is called: The Curry - Howard Isomorphism.
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Bitcoin will not be broken by "Willow", yet. Google’s new “Willow” processor, which hits 105 qubits, is a big step, but it is still far from what’s needed to crack Bitcoin’s cryptography. Let’s break it down.🧵👇
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I don't make the rules
📢 @ArweaveEco has been building something incredible:. A hyper parallel computer living inside Arweave. PoS computation that lets any number of processes execute in parallel. Oh, and it offers temporary storage. All on Arweave. Testnet: Live. Join us: 2/27. @aoTheComputer.
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Now, let’s talk about models. Most devs lack the infrastructure to run LLMs locally. Instead, they rely on centralized APIs like OpenAI, which brings a host of risks:.❌ Censorship.❌ Deplatforming.❌ Payment rejections.❌ No fine-tuning portability. If the API or your bank.
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The problem worsens when projects claim "on-chain" verification of AI outputs. Protocols like Virtuals (@virtuals_io ) count API requests but don’t prove a model was used. Many "AI-generated posts, like those from popular bots, are clearly human-written. Let’s look at examples:
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Sydney Sweeney announces her excitement for the upcoming AO Summit in Charleston, South Carolina, highlighting it as a pivotal event for blockchain enthusiasts and developers alike. She enthusiastically explained, "Attending the AO Summit is an incredible opportunity to dive
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If you are in Ethereum, pivot to @aoTheComputer .The core platform team is Giga Chads. Always helping!.
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Life-changing economic opportunities will be unlocked starting Feb 25. The future is @autonomous_af.
Bitcoin started a revolution, AO continues that legacy. AO mainnet. February 8, 2025. The countdown begins. ⏰
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I'm a huge fan of the current @aoTheComputer timeline, lots of positivity, lots of excitement. Keep it up people, long way to the top.
I'm a huge fan of the current @aoTheComputer timeline, lots of positivity, lots of excitement. Keep it up people, long way to the top.
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Testing distributed systems is tough. That’s why we’re introducing ao-process-testing for builders on @aoTheComputer. It’s designed to make AO ecosystem apps safer and more reliable. If you're building on AO, you definitely need to check this out!.
🔧 AO Ecosystem Tooling II: Process/Smart Contract Testing Framework. We’re diving into testing processes and smart contracts on AO with our new framework. See how we make unit and mock-based testing easier, testing agent systems with multiple processes. 🔗 Framework:
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$AO.
Bitcoin started a revolution, AO continues that legacy. AO mainnet. February 8, 2025. The countdown begins. ⏰
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If you are doing anything token-related on @aoTheComputer consider performing this improvement on the token standard by @kernelwhisperer . It helps to checkpoint the total supply and thus makes the process more efficient.
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Breaking🚨🚨🚨: .@irys_xyz attempted to copy-cat Arweave but epically failed. Seems they exhausted their investor funds on bot followers on X and had zero left to recruit someone who can read Erlang code.
So here is some crypto drama for you… 🍿. This week we heard that @irys_xyz is planning to fork Arweave. Permanent storage needs forks – they are required for long-term resilience. There is a pro-social and anti-social way (which Irys is unfortunately pursuing) of forking.
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@AmSpeed01 @caffeineai The only thing $ICP solved for me was getting rid of my money. Thx, though, I pass.
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The reality: faces will melt when "autonomous agents" fail. ❌ Bots will vanish when devs stop posting. ❌ Traction will turn into shilling scams. ❌ Users will lose money when the infrastructure crumbles. The only truly autonomous ecosystem is @aoTheComputer.
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Berlin tech founders on a Tuesday afternoon after changing one slide on a deck.
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$ICP is not deflationary!! .So let me get this straight: $ICP creates a shitcoin called that runs a proof-of-work mining system inside a smart contract, just to generate more of the same useless coins. This speculative process.
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That's what is already happening: AI Agents disappearing because the dev forgot to pay for the OpenAI subscription. Coming for your bags soon:
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To build competitive AI Agents, you need:.📊 Scraping platforms like Twitter. ⏱️ Accessing real-time trading data. 🔗 Parsing onchain data (e.g., Solana, Hyperliquid). However, parsing onchain data is one of the most demanding challenges in this space.
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This person on the Bitcoin team with an GMX email. He does not even have a PhD in cryptography!!
There’s 3 people in this whitepaper who are not on the Arweave team. Two of them are from a company called hyper, which appears to be some kind of cloud consulting company. Is Arweave offshoring their research to a third party consulting company? I also don’t see anyone who has a
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Very excited about this!.
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@pythianism It's like an L2 promising to use Ethereum but then switches to its own chain, betraying trust. You know all this @pythianism , but instead of intellectual honesty, you decide to pump your bags. Really speaks volumes about your intentions. The middleware, once handling 90% of
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@samecwilliams @irys_xyz To all founders: Beware of VCs pushing you into reckless decisions. Their money doesn't trump your vision.
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Crypto correcting? Are you overexposed to AI coins? No worries I got ya:.You can make it all back…. See me at the Arweave stand @ Denver
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In addition to being the asset terminal on AO, Dexi is introducing push-based event subscriptions for efficient data delivery and new monetization opportunities for developers. Anyone building on AO should read this.
Unveiling Dexi: Your one-stop shop for financial data on the AO network! Dexi autonomously gathers & organizes data on asset prices, swaps, liquidity & more. Built on a network of autonomous agents & hosted terminal on Arweave. AO 네트워크 상의 자산 가격, 스왑, 유동성 등 금융
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$AO
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Thank you!
Fun weekend dealing with Sam's threat of lawsuits against the middleware that powers 90% of Arweave network. Imagine Vitalik suing an L2. Scurred! . $IRYS soon come.
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Even if your data pipeline is robust—scraping and feeding data to the model—it’s not autonomous. What happens if:. - Your cloud provider deplatforms you?.- Your pipeline fails?.- Your data provenance becomes unverifiable?.No on-chain guarantees = zero trust.
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AI bots “work” because of a self-fulfilling dynamic: .📈 People expect prices to move because others follow the bot’s advice. 🤖 It’s not about intelligence; it’s about exploiting group behavior. But the real opportunity lies elsewhere: data pipelines.
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If you learn one concept on AO today, make it how to use Subscriptions. Push-based data streams are an innovation unique to @aoTheComputer and are pretty standard in high-throughput, data-intensive traditional Web 2.0 systems.
🔧 AO Ecosystem Tooling III: Subscribable Package. Subscribe to data and message streams from other processes, enabling event-driven architecture in AO. Essential for building low-latency, critical infrastructure and apps. We'll demo it across multiple processes, explain
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Builders in AI, crypto, and Agents — if you’re not building on @aoTheComputer, you’re fading a once-in-a-lifetime opportunity to create on the real decentralized world computer. The future is here. Don’t miss it.
Solana will never be the Network for AI Agents!. Shared memory doesn’t scale, and that’s a problem for all shared memory state machines. If you’ve tried to build there, you’ve seen the dysfunction — Devnet issues, no composability, no standards. Innovation stops there.
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Thank you for sharing your concerns. It seems there might be some confusion, which I'll try to address. Disclaimer: I'm not sure if your text is Google translated but I had a hard time understanding some of the terminology. > "AO says:. ". It appears there's a.
What exactly is Arweave AO? And why I think ICP is way more advanced than it NOW. AO is actually a new system with some new terms. Translating them will help you understand better. 1. Process = Name of the Bitcoin mainnet inscription / Address of Ethereum smart contracts. 2. AR
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@tekbog It’s very hard to get accountability from the devops team. You kind off never understand what they do, but they can shut down your service, so you just smile.
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For example, any bot posting on Twitter gets an “automated” badge. But you don’t need AI for that—you can post directly via API. Here’s how easy it is:. Is that autonomy? Nope!
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This aged like a Chateau Margaux
I think Germany selling its Bitcoin is a bullish signal, given that the country hasn't made sound financial decisions in the past 50 years.
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There are precisely two blockchains that can do:. - 0-second block time.- 1 Gorillian TPS. Higher.
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Most AI bot creators don’t improve models:.👉 Few fine-tune them. 👉 Most don’t know frameworks like PyTorch. 👉Likely, they copy-paste public data into a context window.If someone had a profitable model, they’d use it privately, not share it. So why do AI bots seem to work?.
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Why is parsing onchain data so hard?.🛠️ You need custom RPCs or nodes requiring expertise, hardware, and bandwidth. 🗂️ Chains handle data differently (e.g., Solana’s accounts vs. EVM’s blocks). And that’s just the infrastructure level.
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At Botega @autonomous_af , we started with a DCA agent and a limit order agent. Combining them allows users to buy and hedge simultaneously. This follows a Linux principle: "The Rule of Composition." Programs (and agents) should be composable and interoperable.
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Excellent write-up! . Let me respond to a couple of your points. > Processes seem to be tied to a singular transaction which may mean they can’t be upgraded. The docs are unclear. You can spawn new processes, so I guess there are upgrade patterns that could be put together, but.
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Excited to attend the inaugural @aoTheComputer summit! This event is sure to be an OG milestone. Also, Charleston seems like a fantastic city—I can't wait to see you guys there!.
You're invited to AO Summit!. Join us in person for the first ever AO Summit on May 15th in beautiful Charleston, South Carolina. ⛴️. Come collaborate with the builders and community members pushing the frontier of the hyper parallel computer. Register for free below.👇
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Writing typed Lua increased our shipping speed by reducing the number of trivial unit tests we can now abandon due to the type checker.
Are you missing types in your Lua Code on AO? We certainly do! Introducing Teal—the TypeScript of Lua. In this video, we’ll show you how to write secure, typed Lua code, and dive deep into a powerful BigInt implementation, designed by us for ultimate precision. This is critical
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