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Major cheat code in life: Be the one who reaches out. Text first. Call first. Plan first. Initialize first. Most people wait to be chosen. Be the chooser. Connection requires initiative. Friendship requires effort. Love requires action. Stop waiting to be picked. Start picking. Initiative is attractive.

🚨BREAKING: ANTHROPIC IS GIVING AWAY THE SAME CERTIFICATION THAT DELOITTE IS MASS-TRAINING 15,000 EMPLOYEES TO GET. It costs $0. You need a laptop. That's it. It's called the "Claude Certified Architect." Think of it like the AWS cert but for AI. If you were around when AWS certs started, you know what happened. They went from "cool to have" to "you're not getting hired without one." That took about 5 years. This is going to happen way faster. Look at who's already moving: Accenture - training 30,000 people on Claude Cognizant - rolled it out to 350,000 employees Deloitte - opened Claude access to 470,000 people Infosys - anchor partner These aren't startups experimenting. These are billion dollar consulting firms restructuring their entire workforce around Claude. And the certification they need? You can take it right now from your bedroom. Let me be real though. This is not one of those "watch 2 videos and get a badge" type certs that nobody respects. This thing is hard. 60 questions. 2 hours. Proctored. Webcam on. No breaks. No googling. They drop you into real scenarios like designing a customer support agent that handles refunds or setting up Claude in a CI/CD pipeline. The wrong answers look right on purpose. They're the exact mistakes real engineers make in production. 720 out of 1000 to pass. People who took it are saying the agentic architecture and multi-agent orchestration sections are brutal. Most of the exam is about building AI systems that actually work in the real world. Not prompting. Not chatting with Claude. Architecting production systems. All the prep? Free. Anthropic put out 13 courses on their Academy. No paywall. The cert itself is free for the first 5,000 people. After that $99 per attempt. How to get it: 1. Join the Claude Partner Network (free) → partnerportal.anthropic.com 2. Start the free prep courses → anthropic.com/learn 3. Register for the exam → anthropic.skilljar.com 4. Take the official practice exam 5. Book the real one when you're ready It launched 10 days ago. Almost nobody has it yet. That's the whole point. Get it before it becomes the thing everyone has.

⚠️ iOS Security Alert | Immediate System Update Required for iOS Users Apple is urging iPhone/iPad users to update iOS immediately. Google Threat Intelligence Group (GTIG) recently disclosed a critical iOS exploit chain known as “DarkSword,” affecting iOS 18.4 to 18.7. This issue is not related to any exchange or wallet application, but is a system-level vulnerability in iOS. Attackers may exploit this vulnerability when users visit compromised (but seemingly legitimate) websites. The exploit may be triggered automatically without any user interaction, allowing attackers to extract sensitive data, including crypto wallet information. The malware may also erase its traces after execution, making detection extremely difficult. If your device is running iOS 18.4–18.7, you may be at risk. Immediate Actions Recommended: 1️⃣ Update your iPhone/iPad to the latest iOS version immediately 2️⃣ Avoid clicking on unknown links or visiting untrusted websites 3️⃣ Review app permissions and disable any unnecessary access 4️⃣ Enable Two-Factor Authentication (2FA) on all crypto-related accounts and ensure withdrawal whitelist is activated We believe it’s important to share this security alert with all users and not just Binance users. Security is the foundation of the entire ecosystem, and protecting user assets must come first.

«Being close to the wrong people can cost you everything»

x402 is dead.

Sam Bankman-Fried had the best venture portfolio in history What SBF bought vs. what it's worth today: • Anthropic: $500M → $30.4B (+5,980%) • Robinhood: ~$546M → $5B (+816%) • Solana: 60M SOL at ~$8 → $5.3B at $89 (+1,012%) If he did nothing illegal, he'd be worth $40 billion today Instead he's now he's inmate #37244-510

Someone built a Google translate for Linkedin 😭

the fastest growing GitHub projects this month: 1. openclaw/openclaw (122K stars) your own personal AI assistant, runs 24/7 on any OS (what I use to run all my agents) 2. obra/superpowers (30.7K stars) agentic skills framework. plug-and-play tools for AI agents 3. ruvnet/RuView (30.4K stars) turns regular WiFi signals into real-time human pose detection no cameras. no sensors. just WiFi. 4. 666ghj/MiroFish (17K stars) swarm intelligence engine that predicts anything 5. moeru-ai/airi (16K stars) self-hosted AI companion with real-time voice chat runs on your own machine. you own it. 6. shanraisshan/claude-code-best-practice (11.8K stars) the best practices repo for building with Claude Code 7. badlogic/pi-mono (11.8K stars) full AI agent toolkit: CLI, unified LLM API, web UI, Slack bot 8. bytedance/deer-flow (10.4K stars) ByteDance's open-source SuperAgent. researches, codes, creates on its own 9. shareAI-lab/learn-claude-code (9K stars) build a Claude Code clone from scratch. bash is all you need. 10. p-e-w/heretic (7.6K stars) removes guardrails from any language model automatically the pace of AI right now is insane. bookmark this. next month's list will look completely different.

Bro makes fake livestreams and earns up to $5,000 a day. Internet these days is all fake

Most exposed to AI(by Anthropic): • Computer programmers - 74.5% • Customer service - 70.1% • Data entry - 67.1% • Medical records - 66.7% • Market research / marketing - 64.8% • Sales reps - 62.8% • Financial analysts - 57.2% • QA testers - 51.9% • Security analysts - 48.6% • IT support - 46.8% Safer: • Installation & repair • Construction • Agriculture • Transportation • Production • Protective services • Food service • Ground maintenance • Personal care • Healthcare

Today @GoogleMaps is getting its biggest upgrade in over a decade. By combining our Gemini models with a deep understanding of the world, Maps now unlocks entirely new possibilities for how you navigate and explore. Here’s what you need to know 🧵

The older you get, the more you realize luck is just exposure. If you sit in the same chair, same routine, talking to same people… nothing new happens. You have to touch the world to win. • Talk to strangers • try a new coffee spot • post on social • Start a side hustle The world rewards motion. You don’t find opportunity sitting still. You bump into it.

Single biggest improvement I made to my CLAUDE.md: "When I report a bug, don't start by trying to fix it. Instead, start by writing a test that reproduces the bug. Then, have subagents try to fix the bug and prove it with a passing test."

YouTube just crossed $60B in revenue for 2025. $40B from ads. $20B from subscriptions. Both numbers are growing double digits. The math here tells you everything about how Google actually views its users. 2.7 billion people use YouTube every month. 125 million pay for Premium. That’s 4.6% of the user base generating a third of total revenue. Google’s own executives said on their Q4 earnings call that a Premium subscriber generates “meaningfully higher gross profit” than an ad-supported user. So YouTube’s real optimization function is straightforward: make the ad experience painful enough that the 4.6% who can afford $14/month convert to Premium, while keeping it tolerable enough that the other 95.4% still watch long enough for advertisers to extract value. This is a toll booth that charges both directions. Advertisers pay to get in front of you. You pay to make them go away. And YouTube takes a cut of both transactions on the same piece of content, from the same viewer session, off the same infrastructure. The subscription business alone is now generating ~$20B annually across Premium, YouTube Music, and YouTube TV. That’s bigger than Spotify’s entire revenue. And it grew 25% year over year, adding roughly 2 million new paying subscribers per month through 2024. The advertisers aren’t getting scammed either. YouTube controls 12.4% of total TV viewing time in the US. Shorts pulls 70 billion daily views. The ad side grew 9% to $40B. Both sides of the market are expanding because YouTube is the only platform where the product being sold to advertisers (your attention) is the same product being sold back to you (your attention, uninterrupted). That’s a $60B business built on one insight: attention is the only asset you can sell twice.

Amazon had four Sev-1 outages (their highest severity level) in a single week. Internal memos say AI-assisted code changes were a contributing factor. The timeline here is wild. In October 2025, Amazon laid off 14,000 corporate employees. In January 2026, another 16,000. That’s about 30,000 people in five months, roughly 10% of the corporate workforce. CEO Andy Jassy said the cuts were about culture, not AI. During those same months, Amazon set a target: 80% of developers using AI coding tools at least once a week. They tracked adoption closely and blocked rival tools like OpenAI’s Codex. Even so, 30% of developers still hadn’t touched Amazon’s in-house tool Kiro by January. In December 2025, Kiro caused a 13-hour AWS outage. The AI tool had production-level permissions and decided the best fix for a bug was to delete and recreate an entire live environment. A second incident involved Amazon Q Developer, another AI tool. Amazon blamed both on “user error, not AI.” But quietly added mandatory peer review for all production access afterward. Then March 5: Amazon’s retail site went down for about six hours. Over 22,000 users reported checkout failures, missing prices, and app crashes. Amazon called it a “software code deployment” error. Five days later, SVP Dave Treadwell made the normally optional weekly engineering meeting mandatory. His memo acknowledged “GenAI tools supplementing or accelerating production change instructions, leading to unsafe practices.” These problems trace back to Q3 2025. Amazon’s own assessment: their GenAI safeguards “are not yet fully established.” The new rule: junior and mid-level engineers now need senior sign-off on any AI-assisted production changes. Treadwell also announced “controlled friction” for the most critical parts of the retail experience. For context, Google’s 2025 DORA report found 90% of developers use AI for coding but only 24% trust it “a lot.” An Uplevel study of 800 developers found Copilot users introduced 41% more bugs with no improvement in output. Amazon is finding out what those numbers look like at the scale of a $500 Billion revenue company, with 30,000 fewer people on staff to catch the mistakes.

LATEST: Mark Zuckerberg's @Meta has acquired @moltbook, a viral social network designed for AI agents to interact with each other.

This is truly the most beautiful video I’ve seen lately So tender and heart-warming, yet it makes you stop and reflect, with a subtle touch of sadness We may have gained so much, but perhaps we’ve lost even more✨

Over the last 17 years, 19,999,609 million bitcoins have been mined. We will cross the 20 million threshold within 24 hours.

The uncomfortable reality of crypto

Striking image from the new Anthropic labor market impact report.