iopapa

10 ms·

1.
by iopapa 12d ago
Results for GPT-6 Astra and Gemini Flash 3.8 are just in! GPT-6 claimed the first spot with a score of 69.3. Gemini 3.8 Flash on a very solid 5th spot with 55.4.
2.
by iopapa 12d ago
We run each model multiple times against each challenge and take the average score. We include the variance below the score in the leaderboard. GPT 5.5: 42.3±10.1 GPT 5.6 sol: 39.4±8.7 We were also surprised by the low sol score but it
3.
by iopapa 12d ago
We spent a lot time evaluating which model is the best to use in our atopile agent harness and thought the benchmark and results are interesting enough to share. Evaluating a model for specific use-cases like this that are bit more broad sc
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by iopapa 12d ago
Claude is surprisingly good at discrete digital design with 74xxx, wonder what it trained on. Did you run it on anything else digital?
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by iopapa 12d ago
Love what samuel and his team are building over in the Netherlands! Always thought it would be fun if there was a more beginner friendly version of atopile [1]. [1] https:/atopile.io/
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by iopapa 12d ago
Sourcing parts has been a huge motivation for this. We are still pretty jarred by the supply chain crisis a few years ago. Having the ability to formally verify that an alternative part fulfills the original design constraints is huge. Not
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by iopapa 12d ago
Really excited about constraint solvers making a comeback! Especially after seeing Z3 getting a mention in anthropics fermat post. EEbench is using atopile's internal constraint solver for engineering parameters (think operating temper
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Can AI design circuit boards yet?(eebench.org)
422 points by iopapa 12d ago|241 comments
9.
by iopapa 1y ago
I will never understand why Sonos puts a tweeter in their speakers, but then configure their master chain in a way that it’s basically off. Wonder if they did some focus group testing and people seemed to associate lacking highs with “premi
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by iopapa 1y ago
If not doing anything edge-casey, nanobind[0] is extremely pleasant to use. It’s a rewrite of pybind11 specifically designed for the 80/20 use-cases and solves the long compile times. I have used it extensively over the last year in a
11.
by iopapa 1y ago
The next stage in `ato build` process would have caught the missing connections in the DRC check and the LLM could have fixed it itself.
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by iopapa 1y ago
Co-author of atopile here – super excited to see this on HN! Coincidentally, we just built an MCP server for atopile, and Claude seems to love it. It makes a big difference in usability, and also exposes our re-usable design library[0]. A b
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by iopapa 1y ago
Tried out claude code with atopile this week, and it's absolutely crazy. atopile has mcp support and claude loves using it. The MCP gives access to the atopile design library and compiler amonst other things. Disclaimer: co-author of a
14.
by iopapa 1y ago
Finally some love for the best controller ever made. Name of the project is also great. Hope to see some usb version of the dongle hw that supports multiple controllers.