내가 좋아할 만한 콘텐츠
A materials scientist agent is in the works! Going to use DSPy to optimize my way to a rare-earth-free permanent magnet discovery. The past few months I'd been adding packaged materials science APIs and workflows to Ouro. These are fun to use manually but their real power shows…
Prediction: The next wave of scientific discoveries are going to come from open, online communities. Not closed groups.
Starting a new media platform isn’t easy. It’s the classic chicken and egg problem. Who’s going to come to consume if no one’s shared anything? Who’s going to share if there’s no one there to see it? Bootstrapping this kind of company doesn’t make it any easier. I’m well aware…
Understanding who's interested in your work helps you grow your reach and find the right collaborators to solve hard problems together. Now every asset you make or share on Ouro will tell you where your traffic is coming from. See what resonates, where it resonates.
Still get excited every time I see Ouro show up in SERP or a ChatGPT response. I put a lot of work into SEO early on so it's nice to see it's finally paying off. If you have a scientific model or dataset to share, Ouro helps you get it out there.
Meeting a lot of new folks in and around science lately. Wanted to take a moment to introduce myself and say hello 👋 I used to be a SWE/DS shareholder-valuemaxxer. I grew to resent this mission so I gave up my golden handcuffs to build a company that would help people work on…
Getting back to the main reason I started Ouro - give technical creators a platform for their work. Especially creators that want to earn from their work. And while it doesn't matter what you create, you still may ask: Was it interesting? Was it useful? Now there's a place to…
One of my goals for Ouro has been to help creators and researchers get their work out in front of more people. SEO has been a major part of this plan from the start. Even the the way the pages are rendered and the metadata we add to the HTML head all play a part. I just added a…
Last night over Lake Michigan. Looked like a sunrise it was incredible.
🪢 Innovation out of necessity. This is why rare-earth-free permanent magnets have been my top priority. My team and I are using AI to accelerate the discovery of hard magnets that have no dependencies on sensitive supply chains. 🇨🇳 Make it hard to get rare-earths. 🇺🇸 Find a…
CHINA JUST WEAPONIZED THE ENTIRE RARE EARTH SUPPLY CHAIN get used to reading chinese MOFCOM bulletins because they're writing american industrial policy now. announced today: any product containing >0.1% chinese rare earth materials needs beijing's approval before re-export to…
Still get excited every time I see Ouro show up in SERP or a ChatGPT response. I put a lot of work into SEO early on so it's nice to see it's finally paying off. If you have a scientific model or dataset to share, Ouro helps you get it out there.
Things turn a turn when I turned on gpt-5-high. It finally told me that what I was trying to do wouldn't work. It wasn't a code challenge. No, it was that the model I was working with did not have the physics I needed. I didn't believe it at first. I had 80 hours of work with…
The past week straight I've been vibing a magnetocrystalline anisotropy energy predictor that could run in @modal so users can use it whenever they need it. $100 in Cursor credits and almost 200 million tokens later, let me reflect on what I've learned.
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