Workflow for Crowdsourcing Fine-Tuning Data

Advantages of Crowdsourcing Fine-Tuning Data

A company aims to improve its chatbot's ability to answer questions about its products. The proposed plan is to scrape their public user forum, collecting user-posted questions and pairing them with the corresponding community-provided answers that have the most 'upvotes'. What is the most critical flaw in this strategy for creating a high-quality dataset?

Data Collection Strategy for an AI Coding Assistant

A development team is building a dataset to fine-tune a language model for a new, specialized domain. They plan to use a crowdsourcing approach. Arrange the following steps into the most logical and effective workflow for this process.