Measuring user experience (UX) is an important part of the design process, yet there are few methods to evaluate UX in the early phases of product development. We introduce Triptech, a method used to quickly explore novel product ideas. We present how it was used to gauge the frequency and importance of user needs, to assess the desirability and perceived usefulness of design concepts, and to draft UX requirements for Now Playing-an on-device music recognition system for the Pixel 2. We discuss the merits and limitations of the Triptech method and its applicability to tech-driven innovation practices.

https://dl.acm.org/doi/10.1145/3290607.3299061

https://akilian.com/2019/12/30/worker-in-the-loop-retrospective

A service is considered human-in-the-loop if it organizes its workflows with the intent to introduce models or heuristics that learn from the work of the humans executing the workflows. In this post, I will make reference to two common forms of human-in-the-loop:
• User-in-the-loop (UITL): The end-user is interacting with suggestions from a software heuristic/ML system.
• Worker-in-the-loop (WITL): A worker is paid to monitor suggestions from a software heuristic/ML system developed by the same company that pays the worker, but for the ultimate benefit of an end-user.

Вы наверняка пропустили, но фейсбук запустил очередной сумасшедший проект - про коллективные предсказания. Идея прямо неплохая, но думаю как обычно, увязнет в том что денег из этого не добыть https://npe.fb.com/2020/06/23/forecast-a-community-for-crowdsourced-predictions-and-collective-insights/?ref=producthunt