Accelerating Human Potential »

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Joined March 2021
Predicted Top 10 Artificial Analysis Intelligence based on estimated deviations for the average between all reasoning efforts.
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Suspiciously good timing for people to jump ship if they offer a cheaper tier with more usage than Anthropic & OpenAI.
Introducing Gemini 4 Argon – our new frontier model. It’s built for complex workflows across coding, enterprise knowledge work, and cybersecurity defense – rolling out today to a set of trusted testers through our Fairwind Program.
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Opus 5.5 and GPT-6 Sol dropped 90 minutes apart today. Spent the evening rebuilding my model stack. Opus 5.5 on medium is the sweet spot. On coding it matches max effort at a fraction of the tokens. It also finally writes like a person, less hedging, point first. The Stack: 🧵
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Grok 4.7 for anything real-time or 𝕏-related. Gemini 3.8 Flash for bulk jobs like maintaining my Karpathy-style LLM wiki.
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Stop asking "which model is best?" Ask "which model for which job?" The routing is the product.
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One day, you will be just a memory to the people around you. Make sure it’s a good one. Live so boldly, so unapologetically, that when you’re gone, they’ll still feel your presence in the way they think, act, and chase their dreams.
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Most people will tell you to think long-term. That’s fine. But the real trick? Mastering short-term urgency. Treat every day like a mini-lifetime. Move with intensity. Because long-term success is just a collection of aggressively executed short-term wins.
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You can read all the books, take all the courses, and watch all the motivational videos, but until you actually take action, nothing changes. Information without execution is just entertainment.
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One day, you’ll wake up, and there won’t be any more time left to do the things you always wanted to do. Don’t wait until regret is the only thing you have left. The time is now. It’s always now.
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Some people don’t want to see you succeed because your growth reminds them of their stagnation.
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Marcel Koca retweeted
The world won’t respect you until you respect yourself. Raise your standards. Stop tolerating things that drain you. Walk away from people who undermine you. The way you treat yourself sets the standard for how the world treats you.
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Most people think success is about doing more. It’s not. It’s about doing fewer things, but doing them with obsession, precision, and consistency. Mastery isn’t about quantity, it’s about focus.
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If you don’t build the life you want, no one will build it for you. You are responsible for your future.
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The world won’t respect you until you respect yourself. Raise your standards. Stop tolerating things that drain you. Walk away from people who undermine you. The way you treat yourself sets the standard for how the world treats you.
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Growth isn’t always about getting more, it’s often about letting go. Letting go of toxic people, self-doubt, limiting beliefs, and the version of yourself that no longer serves you. Sometimes, success is about subtraction, not addition.
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Marcel Koca retweeted
No joke, there's a new voice in ChatGPT.
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Your biggest enemy is not failure. It’s comfort. Comfort slowly kills ambition, desire, and creativity. It makes you settle for less than what you’re capable of. The cost of comfort is the life you could have lived.
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Discipline isn’t about forcing yourself to do things you hate. It’s about aligning your daily actions with what your future self will thank you for. Every choice either builds or destroys the life you want.
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