entity · derived
Centralized platforms
Derived node: assembled mechanically from the claims carrying centralized-platforms. A roster, not an adjudicated definition.
Every claim under this term
- 3128900-005 : Existing centralized micro task marketplaces cannot adequately meet the rising demand for high quality labelled AI training data.
- 3128900-006 : The cost structure of centralized micro task systems, which require intermediation, produces significant overpricing that does not benefit the workers themselves.
- 3128900-008 : To offset human limitations, requesters in centralized micro task structures assign the same task to teams of up to fifteen workers to form a consensus.
- 3128900-011 : Roughly 38 percent of the labor pool is unbanked but skilled, and this group has no access to centralized micro task marketplaces.
- 3128900-012 : A bank account is a necessary condition for participation in the existing centralized micro task marketplace: without one, a worker can neither contribute nor profit.
- 3128900-013 : Signup and approval processes in centralized micro task systems are invasive, privacy challenging, time consuming, and unclear, and they function as market entry barriers for micro task workers.
- 3128900-035 : Centralized mechanical turk marketplace leaders operate as rent seeking intermediaries that generate numerous inefficiencies in the market and deprive freelance workers of a share in the profits the p
- 3128900-036 : Centralized industry leaders in the freelancer market, including Upwork, Amazon, and Fiverr, charge up to 40 percent in transaction fees.
- 3128900-038 : Centralized platform fees charged to requesters for the right to submit tasks exert downward pressure on worker compensation, so the fee structure itself is what depresses pay.
- 3128900-042 : Poor user interface quality on centralized micro task platforms increases both the time workers need per task and their error rate, and both effects lower worker earning ability.
- 3782214-025 : No centralized platform such as Amazon or eBay has been able to create meaningful and secure online reputation, because central ownership and control prevent them from giving members the power and inc
- 3782214-039 : Because major social media platforms are privately and centrally owned, their governance processes and reputation distribution algorithms are necessarily opaque, since their users' incentives are not
- 4755632-009 : Existing centralized micro task marketplaces cannot adequately fulfill the growing demand for high quality labeled AI training data, because their cost structure requires intermediation, which produce