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🔒 Q&A w/ Nate is happening in 18 hours
What If Personal AI Optimized Your Energy Instead of Your Calendar?
Today's AI is great at ORGANIZING: 📅 Calendars ✅ Tasks 📧 Emails 📄 Documents But it knows almost nothing about HOW YOU PERFORM. Imagine an assistant that recognizes: 🌅 You're most creative in the morning. 🧠 Your best deep work happens before meetings. 🧩 It notices that frequent context switching quietly erodes your decision quality. ⚡ It learns when you're mentally drained, and automatically protects that time instead of filling it. INSTEAD of simply finding an OPEN-TIME slot... It PROTECTS your HIGHEST-VALUE hours. It schedules work based not just on availability, but on COGNITIVE READINESS. That feels like a fundamentally different role. Maybe the future of personal AI isn't optimizing calendars... Maybe it's optimizing HUMAN ENERGY. Or perhaps an even bigger shift is this: Maybe the next generation of AI won't be measured by how many tasks it completes... ...but by how much of your best thinking it protects. Curious how others think about this💡 If your assistant understood your energy patterns, what would you want it to optimize first?
What If Personal AI Optimized Your Energy Instead of Your Calendar?
Welcome! Introduce yourself + share a career goal you have 🎉
Let's get to know each other! Comment below sharing where you are in the world, a career goal you have, and something you like to do for fun. 😊
Claude Opus 4.8 free
Gumloop.com you can use more than 7k credits of opus 4.8 model also can access gpt 5.5
Claude Opus 4.8 free
Most people automate tasks. Few automate demand.
That's the difference between saving time and building a growth engine. I've been thinking about AI less as a collection of tools and more as a network of decision systems. Instead of asking: "How can AI write this post?" I ask: "How can this system continuously discover opportunities, decide what matters, create value, measure outcomes, and improve itself?" That changes everything. A scalable AI marketing system isn't a chatbot. It's a loop. Observe → Prioritize → Create → Distribute → Measure → Learn → Repeat. Every interaction becomes data. Every campaign becomes training. Every customer question becomes market research. Every failure becomes a better decision next time. The goal isn't to automate people. The goal is to automate everything around people so human judgment becomes more valuable, not less. I believe the next generation of businesses won't compete on who has the best AI model. They'll compete on who has built the best decision loops around that model. Models will keep changing. Decision systems will keep compounding. That's where durable advantage comes from. What part of your business would benefit most from becoming a self-improving decision loop rather than another isolated AI workflow? @Nate Herk @Frank van Bokhorst
Most people automate tasks. Few automate demand.
Cancer Research Journey: From Grok to Claude + Code
Over the past six months, I dedicated significant effort to cancer research using Grok, focusing on microfluidic biochips, single-cell separation, and CTC detection technologies. While Grok proved to be a capable and insightful AI assistant, the inherent complexity of oncology—spanning molecular pathways, heterogeneous data, and multi-omics integration—often demanded extensive manual refinement, repeated iterations, and additional validation steps. However, after integrating Claude AI with coding capabilities, I discovered a far more efficient platform. This combination has dramatically streamlined literature synthesis, data analysis, workflow automation, and hypothesis generation. As a result, I can now complete future research projects in half the time or even less effort compared to using Grok alone, accelerating progress in precision oncology and enabling faster translation of complex findings into practical applications. You can click the link of my cancer research detail as follow: https://www.linkedin.com/pulse/unveiling-comprehensive-cancer-insights-solo-journey-data-danny-chan-coosc/
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