Scale Rapid helps ML teams iterate quickly with an on-demand, end-to-end, labeling solution with rapid turnaround times. In this tech talk, we discuss the challenges to build quality infrastructure for crowd management, then discuss the role machine learning can play in:
- Achieving high quality even with subjective tasks
- Flagging potential problems with evaluation tasks
- Suggesting improvements for project health
We'll discuss where ML can accelerate and scale human insights, the challenges of creating generalizable quality mechanisms, and the trade-offs that must be considered between accuracy and generalizability for such ML solutions.
Scale Rapid helps ML teams iterate more quickly with an on-demand, end-to-end, labeling solution. In this tech talk, we discuss the challenges to build quality infrastructure for crowd management, then discuss the role machine learning can play in improving labeling quality and managing distributed workforces.
