Time-Decision Architect

My latest newsletter issue: From Having Time to Being It open.substack.com/pub/chamawak/p…

My latest newsletter release over here - open.substack.com/pub/chamawak/p…

She lost her mother to cancer after a misdiagnosis. At 16, she built an AI system to prevent the same thing from happening to others. Melek Öztürk was 16 when her mother was first misdiagnosed with pancreatic cancer, then correctly identified with adrenal gland cancer. The delays and confusion during treatment showed her firsthand how much damage a wrong diagnosis can do. Her mother didn't survive. Instead of letting that grief consume her, Melek channeled it into something that could help others. Working through her school's math club "Matrix" in Izmir, Turkey, she developed an AI system called ONCOMathRIX that uses topological and differential analysis to detect kidney cell carcinoma from pathological images in seconds. It was tested on 537 open-source datasets and achieved a 97% accuracy rate. A professor at Ege University's medical faculty initially saw it as a student hobby project, then realized the system was filling a real gap in the literature. The project has passed the first round of TEKNOFEST, Turkey's largest technology competition, and is currently in the patent process. She is 16 years old.

58,000 Americans died in Vietnam. Over 3,000,000 Vietnamese died. And for fifty years, American culture has centered the grief of the 58,000 while treating the 3,000,000 as a backdrop. As scenery. As context. As "the Vietnam War experience." They built a wall in Washington with American names on it. A beautiful wall. A solemn wall. Good. Mourn your dead. But understand what that wall does not say. It does not say why they died. It does not say what they were doing there. It does not say what was done in their name to the people whose country it actually was. It does not mention My Lai, where American soldiers massacred an entire village, old men, women, children, babies, and the officer who ordered it served three years of house arrest before being pardoned. Three years. House arrest. Pardoned. For five hundred people murdered in a ditch. It does not mention the 2.7 million acres of Vietnamese forest doused in Agent Orange, a chemical weapon disguised as herbicide, that is still deforming Vietnamese children today. Not in 1970. Not in 1985. Today. Children born in 2020 with bodies twisted by a war their grandparents fought. And the chemical companies that made it are still in business. Still profitable. Still un-prosecuted. And yet they send us human rights reports. They grade our democracy. They warn us about our behavior. The audacity is so enormous it becomes almost impressive. Almost.

My latest piece on Substack open.substack.com/pub/chamawak/p…

My latest Substack post open.substack.com/pub/chamawak/p…

@jackmoses0 @basedethos Create

Steve Jobs literally predicted the iPhone, the Internet, AI and the next 50 years of technology in a single speech from 1983:

Every time I see articles with titles like “10 signs you used AI to write this,” I can’t help but smile at a certain irony. AI was trained on the accumulated record of human knowledge, thinking, and writing. All those performances and outputs became the data shaping what it can do. But once all that material was aggregated into a single system with immense computing power, it began to outperform any individual human in measurable capability. Along the way, it exaggerated some stylistic habits it learned from us. Those habits are now treated as telltale signs of “AI writing.” As a result, humans are being pushed to become increasingly self-conscious about using stylistic elements that were originally their own — long before AI — but have since evolved into AI idiosyncrasies. Use them today, and you risk being suspected of claiming authorship of something written by a machine. That’s the irony: Humans are now being told to avoid those patterns—or risk being accused of borrowing from AI. The creators must now avoid sounding like their own creation.

@Suryanshti777 Blueprint

Most people buy $997 AI courses... I built 13 AI Agents using $0 paid courses. Now I’m giving away the entire blueprint for FREE. This is not theory. This is the exact roadmap I used to: • Understand LLMs from scratch • Learn agent frameworks • Build production-ready AI agents • Use real repos & whitepapers • Skip expensive “guru” courses You’ll get: 📂 Curated learning path (videos + repos) 📘 Agent design guides 📚 Must-read books 🧠 Execution framework ⚙️ Practical build roadmap No fluff. No hype. Just implementation. If you use this properly, you can: • Build AI tools • Launch micro-SaaS • Freelance AI solutions • Create automation systems • Turn skills into income This is easily a $2,500+ roadmap if packaged as a course. But I’m dropping it free. How to get it: 1️⃣ Follow me 2️⃣ Like + Repost 3️⃣ Comment “Blueprint” I’ll send it to everyone who follow.

@Glow_Fragrance HK

Nano Banana + MakeUGC + Veo3 = AI content Factory 🤯 This agent pumps out hundreds of ads daily — fully automated. - No $300 creators - No $10K/month agency fees - No products Comment “HK” and I'll send it for FREE! 💯 (must be following)

@TechWith_Nova Claude

@TommiPedruzzi Guide

Amazon KDP is the most beginner friendly business on Earth. I make $50,000/month doing it. The best part? • Zero writing: Claude writes every word. • Zero design: Canva does the covers in minutes. • Zero shipping: Amazon handles all of it. And it makes me money even when I'm on vacation on some island playing with a python. I could easily charge $79 for this. But for the next 24 hours, you can get my entire AI publishing strategy for free. Comment “Guide” I’ll DM you everything. (Make sure to follow)

@smratitiwa86867 Claude

SHOCKING: 99% people using Claude are barely scratching the surface. Right now, the entire internet is screaming “Claude, Claude, Claude”... But here’s the truth: just chatting with it won’t change your life. To unlock its real power, you need to master: • agentic workflows • Claude Code • skills, automation & system-level usage I spent 100+ hours researching and compiled the best Claude resources from across the entire internet — videos, repos, guides, books, and papers. I’ll give it to only 4,500 people. To get it: 1. Follow me MUST (so i can dm) 2. Comment “Claude” 3. I’ll DM you the document 📩 If you don’t follow or comment, you won’t receive it

@ZaydenTech Agent

99% of the AI agent tutorials on YouTube are garbage. I’ve built 47 agents with n8n and Claude. Here are the 3 prompts that actually work (and make agent-building simple). Bookmark this post 🔖 Bonus: comment "Agent: and I’ll DM you AI agent system prompt + full guide ↓

Democracy is a fiction. Perhaps... For sure.

@JayBisen473370 Learn

🚀 Want to master how this really works, step by step? It’s not about overnight riches—it’s about real skills, hard work, and consistency. If you’re serious Comment 💬:- "LEARN" I’ll send you my FREE beginner’s guide to get started today. ✨ Don’t forget to follow me for more insights! #RealSkills #GrowthMindset #Consistency #LevelUp

Check out my new post on Substack! It is the draft chapter 1 of a book I'm writing about uncovering the real value of time through the decisions we make and how to make better ones. Your feedback is welcome. Enjoy it! The Architecture of Time Through Decision (Chapter 1) open.substack.com/pub/chamawak/p…