GowthamAg

Chinese futures exchange quant built an algorithm for predicting oil prices. He made $586,000 in profit in just one month. 16 trades, only 2 in loss. Each win = $150-300k profits. Tech stack: MiroFish simulation + OSINT parser + Claude. Giving This Free for 24 hours. To get it: 1. Comment the word 'CLAUDE' 2. Like and Retweet this post 3. Follow me @marryevan999 (so i can DM you)

@marryevan999 Claude

Jensen Huang said AI has 5 layers of value. India doesn't have a presence in any of them. ⚡ Layer 1 — Energy. A hyperscale AI campus now draws 1–2 gigawatts — a mid-sized nuclear reactor, for one building. China added nearly India's entire installed grid in new capacity last year. 💾 Layer 2 — Chips. The silicon brain and everything that makes it. → GPUs: Nvidia (US), AMD (US), Broadcom (US) design. TSMC (Taiwan) fabs at the cutting edge. → HBM, the high-speed memory beside every GPU: ~90% Korea. → ASML (Netherlands) has a monopoly on the one machine that prints the most advanced chips. → Silicon wafers ~60% Japan. Photoresist ~90% Japan. 🏭 Layer 3 — AI infrastructure. The data centre and everything around the chips. → Hyperscale cloud: AWS (US), Azure (US), GCP (US); Alibaba (China), Tencent (China). → Servers and AI-rack cooling: Supermicro (US), Vertiv (US), Schneider (France), Eaton (US). → Commodities: copper (Chile, Peru), niobium (~90% Brazil), rare earths (~85% processed in China). 🧠 Layer 4 — Models. Closed: OpenAI (US), Anthropic (US), Google (US), Meta (US). Open: DeepSeek (China), Qwen (China), Kimi (China). 💻 Layer 5 — Applications. ChatGPT (US), Copilot (US), Cursor (US), Claude Code (US), Agentforce (US). Mostly US. Increasingly Chinese. China has a presence in all 5. Korea owns HBM. Taiwan owns the cutting-edge factory. Netherlands owns the machine that makes it possible. India: Layer 1 — grid stretched, industrial power expensive and patchy. 24/7 clean power is hard to deliver today. Layer 2 — no frontier chip factory. Tata-PSMC (India-Taiwan) at ~28nm is a decade behind AI chips. India's chip design talent works for Nvidia (US), AMD (US), Qualcomm (US), Intel (US). Value flows to US balance sheets. Layer 3 — India builds the data center buildings (Yotta, Adani, Reliance) and generic industrial power and cooling gear (BHEL, Crompton, Blue Star). But no hyperscale cloud, and no specialized AI-rack cooling or power shelves. Every Indian AI startup runs on AWS (US) or Azure (US). Layer 4 — Sarvam, Krutrim (India). Real teams, orders of magnitude below the frontier. Layer 5 — Zoho, Freshworks (India) are real SaaS businesses, but their AI features — like most Indian AI-app startups — are thin wrappers on OpenAI (US), Anthropic (US), Google (US). And not agentic. Agents are where the flywheel lives. India has no agentic platform at that scale. This is a 30-year-old choice. India bet on services and not manufacturing. TCS, Infosys, Wipro, HCL (India) built a ~$250B export industry. It paid off. But services sit above the stack — they don't own any layer of it. India's AI Mission is ~$1B. China's is in the hundreds of billions. That's not a gap to close — it defines the game.

@ethers_security @Param_eth Is web3 security jobs are dyeing..!? What's your POV

@Param_eth The best thing to learn in 2026 is AI engineering and how to secure your devices. Knowledge of DeFi is beneficial, but the job market is almost empty, thus prioritizing it might leave u unemployed

The best thing to learn in 2026 is smart contract security. Resources to Learn Smart Contract Security: Ethernaut: ethernaut.openzeppelin.com Roadmap to become a Smart contract Hacker: x.com/adrianhetman/s…

Everyday 1000s of job posts are posted on X, Yet you can't find any, cause X search sucks. So, I built an app that finds out all the recent jobs for you. I could easily charge $40/month for this But today I'm giving it away for FREE (cause it's my birthday) How to get it? - Follow me - Repost this post - Comment "Happy birthday" And I'll share the link with you. This is how it works:

@GuptaSayujya Happy birthday

6 days, 6 Solidity contracts ✅ Days 1-6 of the @the_web3compass 30 Days Challenge: → ClickCounter → SaveMyName → PollStation (voting!) → AuctionHouse (bidding!) → AdminOnly (access control) → EtherPiggyBank (real ETH!) Thanks @Dev3pack for the push! #30DaysOfSolidity

MeitY launches the #Blockchain India Challenge to power the next wave of secure, transparent and citizen-centric digital governance solutions. The details are available at challenge.cdac.in. Registration and Idea Submission closes on Fri, Mar 27, 2026, 5:00 PM

@suraj_sharma14 @immunefi now AI is very much efficient to find these types of bugs right..! in future auditor roles will also may shine down due to AI..? what's the point of view

A developer found one bug and got paid $10M. No team. No startup. Just skill. I went through 20+ platforms so you don't have to. Here are 8 Web3 bug bounty programs where developers are actually earning $10K–$1M+: 1.) Immunefi (@immunefi) Biggest Web3 bounty platform. Period. $180M+ paid out to whitehats so far. Real payouts: - $10M for a bug in Wormhole - $6M for a bug in Aurora - $2.2M for a bug in Polygon Start here if you're serious about Web3 security. immunefi.com/bug-bounty 2.) HackenProof (@HackenProof) 200+ active Web3 programs live right now. $15.7M+ paid out. Rewards in stablecoins or fiat. Best for developers just getting into security. hackenproof.com/programs 3.) Sherlock (@sherlockdefi) Every bug submission reviewed by senior auditors before it reaches the protocol team. Paid up to $500K USDC for single vulnerabilities. sherlock.xyz/solutions/bug-… 4.) Code4rena (@code4rena) Audit competitions not just bounties. You and other researchers hunt bugs in the same codebase. Best findings get paid most. Fastest way to build a public security track record. code4rena.com 5.) Hats Finance (@HatsFinance) Fully on-chain bug bounty protocol. Find a bug → get paid directly. No middleman. No waiting. hats.finance 6.) Hashlock (@Hashlock_) Web3-focused. Covers Solidity, Rust, and Move. Faster triage and payouts than most platforms. hashlock.com/bug-bounty 7.) Bugcrowd (@Bugcrowd) Has hosted programs for Coinbase and MakerDAO. 500K+ researchers. Serious programs. Don't sleep on this one. bugcrowd.com 8.) HackerOne (@Hacker0x01) One of the most trusted platforms globally. Strong triage. Fast feedback. Real payouts. hackerone.com Honest take: The market is down right now. Tokens are bleeding. Jobs are competitive. But protocols still have millions locked in contracts. They still need people to find the bugs. This is one of the few ways in Web3 where your income doesn't depend on the market. If you can code you can learn this. The next $10M bug is sitting somewhere right now. Someone is going to find it. Might as well be you. Save this. Share it with one developer who needs it. 🔖 Which platform have you tried? Drop it below 👇

@RealJohnnyTime Is smart contact auditor role will also disappear in future..!?🤧 That AI came to take over auditing role..!?

Unpopular opinion: Most "senior" Solidity devs still don't understand cross-contract reentrancy. - Single-function? Easy. - Cross-function? Getting harder. - Read-only reentrancy? Most auditors miss it completely. - Curve lost $70M+ to reentrancy in 2023. Which one trips you up the most? Practice all 4 types: smartcontractshacking.com/attacks/reentr…

ChatGPT, create a caricature of me and my job based on everything you know about me. #ChatGPT #imagegeneration #ChatGPTChallenge #coding #golang #learning

No changes to the 30% tax or 1% TDS on crypto gains, but new penalties for reporting lapses by platforms/exchanges (effective April 1, 2026): ₹200 per day fine for non-filing of required transaction statements ₹50,000 flat penalty for inaccurate reporting or failing to errors.

Expected drops this month: DeepSeek V4 (coding beast incoming) Codex updates Apple Gemini-powered Siri upgrade Kling 3.0 (next-level video gen) GPT-5.3 Claude 4.6 Gemini 3 GA (full general availability) Qwen 3.5 Buckle up, 2026 is accelerating #AI #LLM #DeepSeek #Claude #Gemini

Hey @grok what is compare go vs rust languages in terms of speed and efficiency. #learning #programming #golang #rust #GrokImagine

Today what I witnessed is learning new things quickly and confirming to update in the Web3 industry with daily learnings. If you are eager to learn in blochain and tokenomics follow me for the future contents. #dailylearning #blockchain #Tokenomics #web3

Build your RESUME with web3 development: → Decentralized Exchange (DEX) → NFT Marketplace → Yield Farming Platform → crypto Pay Integration → Token Launchpad → Decentralized Voting System → token-based Gaming DApp → Cross-Chain Bridge → Decentralized Identity Solution Saved:)

Why react is best over others: 1. Component Based Architecture 2. Efficient update over Virtual DOM 3. Declarative Syntax 4. Unidirectional data flow. 5. JSX syntax. 6. Strong community and wide support. #react #programming #dailydev #learning #programming

You feel anxious because you're aware of the massive gap between your potential and your results

My heart says $UFD is crossing $400M market cap today.🤍 No doubt.💨

Maturity is raising your emotional intelligence so manipulators can't play mind games with you, accepting your flaws so toxic people can't use them against you, saying "no" so takers can't take from you, and remembering exactly what happened so narcissists can't gaslight you.