Guides, best practices & insights

"I review model outputs on clinical reasoning tasks the same way I'd review a junior researcher's work — with the same rigor, just a different kind of trainee."

"The engagements route to my actual specialty — market entry and compliance — instead of generic business tasks. That precision is what keeps me coming back."

"Async work fits around my day job perfectly. I pick up systems-design evaluations in the evening and get paid out the same day I submit."