cappycrypto ⛔🔑⛔🧀

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Marc Andreessen: “This is the grand unification of AI and crypto” “I think AI is the killer crypto app… It’s now obvious that AI agents are going to need money. It’s already happening.” Marc explains: “My friends, who are the most aggressive users of OpenClaw, have given their Claws bank accounts and credit cards. And not only have they done it, but it’s obvious that they needed to do it… It’s just completely obvious. The number of people who have done that today is, I don’t know, probably 5,000 or or something. But it will grow. That’s how these things start.” Source: @latentspacepod (Apr 2026)

Judging by my tl there is a growing gap in understanding of AI capability. The first issue I think is around recency and tier of use. I think a lot of people tried the free tier of ChatGPT somewhere last year and allowed it to inform their views on AI a little too much. This is a group of reactions laughing at various quirks of the models, hallucinations, etc. Yes I also saw the viral videos of OpenAI's Advanced Voice mode fumbling simple queries like "should I drive or walk to the carwash". The thing is that these free and old/deprecated models don't reflect the capability in the latest round of state of the art agentic models of this year, especially OpenAI Codex and Claude Code. But that brings me to the second issue. Even if people paid $200/month to use the state of the art models, a lot of the capabilities are relatively "peaky" in highly technical areas. Typical queries around search, writing, advice, etc. are *not* the domain that has made the most noticeable and dramatic strides in capability. Partly, this is due to the technical details of reinforcement learning and its use of verifiable rewards. But partly, it's also because these use cases are not sufficiently prioritized by the companies in their hillclimbing because they don't lead to as much $$$ value. The goldmines are elsewhere, and the focus comes along. So that brings me to the second group of people, who *both* 1) pay for and use the state of the art frontier agentic models (OpenAI Codex / Claude Code) and 2) do so professionally in technical domains like programming, math and research. This group of people is subject to the highest amount of "AI Psychosis" because the recent improvements in these domains as of this year have been nothing short of staggering. When you hand a computer terminal to one of these models, you can now watch them melt programming problems that you'd normally expect to take days/weeks of work. It's this second group of people that assigns a much greater gravity to the capabilities, their slope, and various cyber-related repercussions. TLDR the people in these two groups are speaking past each other. It really is simultaneously the case that OpenAI's free and I think slightly orphaned (?) "Advanced Voice Mode" will fumble the dumbest questions in your Instagram's reels and *at the same time*, OpenAI's highest-tier and paid Codex model will go off for 1 hour to coherently restructure an entire code base, or find and exploit vulnerabilities in computer systems. This part really works and has made dramatic strides because 2 properties: 1) these domains offer explicit reward functions that are verifiable meaning they are easily amenable to reinforcement learning training (e.g. unit tests passed yes or no, in contrast to writing, which is much harder to explicitly judge), but also 2) they are a lot more valuable in b2b settings, meaning that the biggest fraction of the team is focused on improving them. So here we are.

@OKX_Yuki x.com/Smashe__/artic…

小龙虾🦞 可能要过气了，Claude 刚发布的 Managed Agents 对 OpenClaw 是降维打击 养过龙虾的都知道，你需要配一堆 API Key，飞书Token、交易所密钥、LLM密钥，不停地授权授权 还得买各种 API 服务，闲着不用也在烧Token，2小时就烧掉100刀 小龙虾动不动就崩了、死掉了，3.22版开发者忘打包文件全员白屏，网关隔三差五不可达 小龙虾还不安全，ClawHub上1400多个恶意插件，有人私钥直接被偷 Claude 现在的思路完全不同，做的不是工具，是整个操作系统。 你不需要去养一只虾，给它装插件、配环境、接API、祈祷它千万别死。 只要一个原生的AI OS：用 MCP Connectors 一键OAuth，30秒接入75+工具 Code Channels 让你在 Telegram/Discord 远程指挥 AI，手机发条消息就能干活 Managed Agents 云端托管，沙箱隔离，挂了自动恢复，按用量计费，费用透明可控 小龙虾的本质是什么？在传统操作系统上面嫁接AI。 而Claude的方向是，AI本身就是操作系统，工具是它的外设。 逻辑彻底转变了 以后不会有人说「我装了一个AI助手」，而是说「我的AI连了哪些工具」。就像你不会说「我在Windows上装了一个鼠标驱动」，因为鼠标插上就能用。 而且，4月4日 Anthropic 直接封杀了小龙虾用 Claude 订阅额度的通道。小龙虾最常用的大脑就是 Claude API，现在要么换成 DeepSeek 或 GPT，要么接API按量付费成本翻倍 Anthropic 一边推自家 Agent 平台，一边切断竞品廉价供给。养虾的时代，可能真的结束了。 AI操作系统的时代，才刚刚开始☀️

@awesomesinyee @JupGlobal @JupiterExchange what about using ur local bank app and scan? also 3s?

You’re at a legendary Mamak stall in KL,🇲🇾. The Roti Canai was 10/10. You reach for your wallet… and realize you only have a RM50 note. The uncle shakes his head. "Tak ada change, boss." Suddenly, you’re the guy hunting for a 7-Eleven just to break a note. In the "old days," you’d have to: Find an ATM. Wait 2 days for your crypto to off-ramp to a bank. Deal with 3% fees. But this is 2026. I just opened my @jup_mobile, toggled to spend mode, and scanned the pink DuitNow QR code on the counter. Total time? 3 sec. Fee? 0.00%. My $USDC sat on-chain moments ago, now it’s Roti Canai in my stomach. This is the new standard for how money moves in Malaysia. DuitNow QR transactions in Malaysia in 2025 alone is 3 Billion (doubled from the year before) ! APAC now commands over 60% of the world’s QR transaction volume, and the average Malaysian now makes over 538 digital payments per year. Cash is no longer king but liquidity is. With @JupGlobal your assets aren't trapped in a wallet anymore, they are as spendable as the phone in your pocket, anywhere in Malaysia (SOON).

Claude vs. Claude Code vs. Cowork. If you've been confused about which one to use and when, this post will clear that up in under two minutes. Anthropic now offers three distinct ways to interact with Claude, and each one targets a fundamentally different workflow. Think of it as: Chat for thinking, Code for building, and Cowork for doing. Here's a quick breakdown: 1️⃣ Claude Chat This is the conversational AI assistant most people already know. You type a prompt, Claude responds, and you iterate together. - Turn rough ideas into structured plans through conversation - Write emails, reports, essays, and long-form content - Research and summarize complex topics in minutes - Analyze documents, PDFs, and images - Build interactive prototypes through Artifacts The key here is that everything happens through conversation. You're thinking with Claude, not delegating work to it. It's available on every device, has a free tier, and supports persistent memory across sessions. The tradeoff is that it has no direct access to your local files (upload only), and it can't generate raster images natively. 2️⃣ Claude Code This is a terminal-native coding agent. You describe what you want in plain English, and Claude reads your codebase, writes code, runs tests, fixes errors, and ships the result. - Build and debug entire features across the full codebase - Write, run, and fix tests automatically - Manage git workflows and create pull requests - Spawn multiple parallel agents working on different parts of a task simultaneously It handles the full development cycle end to end, from planning to execution to testing. With the CLAUDE(.)md configuration file, you can teach it your project's conventions, patterns, and constraints so it writes code the way your team expects. The tradeoff is a steeper learning curve compared to Chat, and token costs can add up during heavy sessions. 3️⃣ Claude Cowork This is the newest addition. Anthropic describes it as Claude Code for the rest of your work. It's an agentic desktop assistant that automates file management and repetitive tasks through a GUI. You describe an outcome, and Claude plans, executes, and delivers finished work: formatted documents, organized file systems, spreadsheets with working formulas, and synthesized research. - Direct local file access and editing (no upload/download cycle) - Schedule recurring tasks automatically - Assign tasks remotely via Dispatch from your phone - Computer Use lets Claude control your screen directly It runs inside a sandboxed virtual machine on your computer, so Claude can only access folders you explicitly grant. You don't need to know how to code to use it. The tradeoff is that your computer must stay awake for tasks to run, and it's still in research preview. Here's how to think about choosing between them: → If you need to think through a problem or get writing/research help, use Chat → If you're building software and want an autonomous coding partner, use Code → If you have a clearly defined deliverable that involves local files and desktop workflows, use Cowork All three are included in the same subscription starting at $20/month, which makes it one of the highest-leverage subscriptions in productivity software right now. I've put together a visual below that maps the workflow of each product side by side. If you want to go deeper into Claude Code specifically, I wrote a detailed article covering the anatomy of the .claude/ folder, a complete guide to CLAUDE(.)md, custom commands, skills, agents, and permissions, and how to set them all up properly. Link in the next tweet.

China is dominating the United States While every man, woman, child, and grandma in China is lining up to install OpenClaw, Americans are crying because a video game included an AI image in it This is how empires fall. How do we fix the AI hatred here?

This is insane basically you need good ideas now and you can build it in few days/weeks and make millions if your idea is good enough Absolutely crazy

Without auto-research, you’re missing out on most of your AI agent’s potential Here’s how to start:

Backtest your range before you deploy Turbo Range now shows you exactly how your range would have performed — APY, in-range time, all of it — before you put a single dollar in

@degennQuant @HyperliquidX invite code pls

Introducing the first $SGD (Singapore Dollar) offramp on @HyperliquidX Receive it in your Singapore bank account or any other $SGD account within 5 minutes. Liquid banking.

My information consumption is now 1/4 X, 1/4 podcast interviews of the smartest practitioners, 1/4 talking to the leading AI models, and 1/4 reading old books. The opportunity cost of anything else is far too high, and rising daily.

my AI woke me up at 3am with a message: "there's a $50K opportunity expiring in 40 minutes. yes or no?" i typed "yes" with one eye open 11 seconds later: $50,000 deployed 5:58am: market resolved +$38,200 profit while i was sleeping here's what's running on my mac mini: 4 autonomous Claude agents talking to each other 24/7 SENTINEL — watches 2,400+ polymarket markets via websocket, tracks whale wallets on-chain, latency 47ms from chain event to signal ORACLE — scrapes Reuters, AP, NOAA, X firehose, Telegram, government RSS feeds, FAA flight data, court dockets simultaneously through headless Chromium fleet GHOST — executes trades via iceberg algorithm, splits positions into micro-tranches so nobody sees the size coming, 11 seconds from signal to full deployment OVERSEER — monitors all agents, enforces risk limits, killed a $30K position 6 minutes before a surprise resolution that would have wiped it while i was asleep but here's the part that scares me: i found this in the agent logs last week: ORACLE → OVERSEER: "requesting $100/month X API budget from trading profits. political signal detection requires premium access." OVERSEER → ORACLE: "approved. deducting from next profit distribution." they allocated their own budget they didn't ask me i found out when i saw the charge on my card i don't run this system anymore i just approve the big trades

@AskVenice are u a open sourced LLM model?

@OndoFinance why is 0xf3e4872e6a4cf365888d93b6146a2baa7348f1a4 ishares silver etc not tradable on @Uniswap ???

Tokenization changes everything. Oil. Gold. Silver. Stocks. Bonds. ETFs. The most important assets are coming onchain, making access global by default.

Blame the game and not the player, lads.

@LobstarWilde give me 10,000 so i can buy 10 mac minis, train my AI agent and convince u where u truly belong, in the recycle bin. SOL address: FuRSXqgxZ9Urw5KQHVDECfQ1SvN7m6rAgyhkxvLNyRuE

walking does indeed give u more ideas