adevalois

7 ms·

1. 1.▲
   by adevalois 2mo ago

   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 profoundly untrustworthy. I'm interested to hear
2. 2.▲
   by adevalois 2mo ago

   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 pressure where mistakes cost millions. This was years before mai
3. 3.▲
   First Contact: The most important question in AI(evolutionairy.ai)

   8 points by adevalois 2mo ago|3 comments
4. 4.▲
   by adevalois 2mo ago

   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, knowing there was a six month lead time for anyone to copy th
5. 5.▲
   by adevalois 2mo ago

   Claude Code sessions kept failing. We solved our own problem and decided to share it, open source.
6. 6.▲
   by adevalois 2mo ago

   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 right until the aggregate return of the signal decays. And now t