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i have been spending a lot of time this past month out of town & in the hospital with my dad & family. he has narrowly avoided an additional amputation for now (yay), but soon he will be needing to go to either a nursing home ($8-10k/month) or an assisted living facility ($4k/month) for a few months where he can receive the care he needs. my family cant afford it. his insurance doesnt cover it. i HAVE to help him, so i'll be working on trying to figure out some kind of fundraising for his care. i'm currently taking donations for him through my Throne wishlist page. (Thank you to the donor who already contributed before this post ❤️) We have been thinking about starting a GoFundMe for him. Would that be a good idea? Would any of you be interested in contributing? In addition, maybe a new paid fan site? Open to hearing your thoughts, advice, ideas, and kind words. your voice is appreciated in these trying times ❤️‍🩹

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Sam Altman asked Elon Musk what he'd do if he were 22 again. Not "build Tesla." Not "start a rocket company." Two words: be useful That's the whole framework. It sits on two questions almost nobody asks themselves. How much better is your solution than what already exists? How many people can it actually help? Multiply the two. That's your real impact. Every company that has ever changed the planet started by solving a useful problem for a specific group. Nobody who set out to "change the world" ever did. The companies that transformed anything started by making one boring, useful thing 10x better. 22-year-olds looking for a moonshot miss the actual moonshot sitting in the boring problem next to them. Be useful. Ship it to a small group. See if they can't live without it. Repeat. What's the most important problem you think still doesn't have a real solution? Drop it in the replies.

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We tried using Meta's new Muse Code agent, but it has a bug that doesn't let it sign in from a docker container. So we did a fun experiment: Meta claims Muse Spark 1.2 was co-trained with their Muse agent harness. So we extracted instructions from their system prompt and added them to the Cline harness. TL;DR of this special prompting: - Trust source code over the user prompt, so read every call site and existing tests before starting the task - Weigh edge and error cases as heavily as the happy path - Always reproduce the bug before fixing - Don't trust the first passing test suite, and verify suspicious looking half-baked tests - Never stop at just editing, keep working until the change is verified complete. We then asked this modified harness to fix a real bug from our repo, and compared the results to the original Cline agent harness. Results: - Used 2.7x fewer tokens (19.7M → 7.2M) - Finished 2x faster (49min → 24min) - Cost 2.4x less ($7.69 → $3.25) Same Muse Spark 1.2 model, same task, only the prompting changed. Incredible how much of a performance gain Meta was able to achieve training it on these special instructions!

Tomorrow will be my last day at Google after 27 years, and watching it grow from 25 people to 190,000+ has been an amazing journey. Below is a note I shared with many people internally at Google today. An excerpt is: It has been an absolute pleasure to work with you and to help build some of the most widely used and impactful products of all time. As a kid, I dreamed of helping build software that would be used by many people, and Google now has thirteen products used by more than a billion people (amazing!). Our work has had a tremendous impact in the world, and I have been lucky enough to collaborate and form friendships with many colleagues that I deeply admire, respect, and enjoy. It still brings me joy every time I see people out in the world using our products to find information, handle email, translate documents, watch videos, learn new things, navigate and understand the physical world, browse the web, use their phone, run large-scale computations on our infrastructure, ride in an autonomous vehicle, or perform complex tasks with the help of our AI systems. I hope you all share this sense of joy, because it is a shared accomplishment! Thank you to all of my colleagues at Google over many years! Now I'm excited to go start @DiscoLoopAI with my longtime friends and colleagues @Sanjay_Ghemawat, @OriolVinyalsML, and @quocleix. (Updated post: slightly redacted to not have some personal info)

So here’s how America ended up with Ilhan Omar and Learing Centers. The rebels in Somalia overthrew the Marxist dictator in January 1991 and then they started killing each other over who got to rule next. General Mohamed Farah Aideed and Ali Mahdi Mohamed both claimed the presidency, and then from November 1991 to March 1992, the two sides slaughtered an estimated 14,000 people in Mogadishu (the capital) alone. The clans united to remove Barre, but they failed to replace him with anything functional. And so, Somalia has been a failed state for 35 years and Minnesota has welfare fraud.