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Great write up @kw. Thanks for sharing this detail.
You’ve pretty well summarized the feelings on our end as well. There are a lot of good, related next steps.
Short selling: this is the least exciting one for me personally to get behind. While it makes sense from a trader’s $$ perspective, it feels like rooting for the other team.
Low-frequency: yes…you nailed it. It may take too long to see how it pans out. Also, our research has shown the fewer trades, the more likely you are to miss big movements. This sounds intuitive…but even allowing the math to play out, we just see better results if we don’t constrain frequency. And of course, machines are going to be better at predicting the near term than the long term. That said, I am still optimistic we can build a useful model in this space.