Ali Ansari(@aliansarinik):there are two dimensions that data demand is scaling on tremendously: horizon and realism of tasks/data points. environments built on top of anonymized real operational data is step function change in scaling on both of these dimensions. and as we do this, companies that choose to contribute can make data a very meaningful portion of their revenue while accelerating their path towards becoming more AI native. thanks for covering Stephanie!

2026.07.31 00:48

there are two dimensions that data demand is scaling on tremendously: horizon and realism of tasks/data points. environments built on top of anonymized real operational data is step function change in scaling on both of these dimensions. and as we do this, companies that choose to contribute can make data a very meaningful portion of their revenue while accelerating their path towards becoming more AI native. thanks for covering Stephanie!

Stephanie Palazzolo@steph_palazzolo

2026.07.30 13:53

ICYMI: I chatted w/ the CEO of a small Michigan-based HVAC company about the data labeling work they're doing for micro1—and why these data startups are increasingly buying data from SMBs.