- An extraordinary amount of hype and handwaving over what is essentially a business process outsourcing operation
- Exploitation of gig economy workers in developing economies
- Significant data privacy concerns (this article describes how Scale AI data annotation workers openly shared amongst themselves private photos of Roomba customers taken without user consent: https://www.technologyreview.com/2022/12/19/1065306/roomba-i...)
- A horrible work culture that has seen Scale AI's founder imploring employees to work very hard and then unceremoniously laying off 20% of its workforce (https://techcrunch.com/2023/01/10/scale-ai-cuts-20-of-its-wo...)
- Founders being allowed to take large sums of money off the table before a business has successfully exited or achieved any profit