Viewing profile — adevalois

I certainly agree. As we lose the ability to properly "test" these AI systems, we must focus more on how they behave. A system can ace every benchmark in existence and still be pro…

Author here. For context, I spent the last decade running one of the first fully AI-native quantitative hedge funds, watching machine learning systems behave under adversarial pres…

The startup landscape has also changed noticeable compared to 5 or 10 years ago. A team of smart/credible people could get funding for an idea and build a product + publish, knowin…

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Claude Code sessions kept failing. We solved our own problem and decided to share it, open source.

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I’m watching this play out in financial markets right now. It’s the newest form of the crowded trade. When everyone optimizes against the same signal, individual returns go up righ…