# micro1 Expert data production software and human-led evaluation for AI teams. - Findings24: - 網站: - 價格: Freemium - 分類: 大型語言模型評測 ## 什麼是 micro1？ micro1 combines domain experts with software for creating training datasets and evaluating model or agent behavior. AI labs and enterprise teams share project requirements, then work with micro1 on expert recruitment, data production, and evaluation workflows. Its Realm data engine combines Zara for expert assessment, Flow for creating and reviewing datasets, and Merit for tracking pipeline performance. Cortex provides a related evaluation process: define task success, have experts diagnose failures, produce targeted data, and reassess reliability. Human judgment remains central to the delivered data and evaluations. ## micro1 能做什麼？ ### AI-assisted expert assessment Zara supports expert sourcing and skills interviews within the data-production pipeline, with human review before final candidate decisions. ### Dataset work environment Flow gives domain experts a place to create, review, and deliver specialist datasets. ### Pipeline performance tracking Merit measures data quality, velocity, error rates, and cost per task, giving teams visibility into production. ### Contextual agent evaluation Cortex establishes success criteria and rubrics around actual tasks, then uses expert review to identify failure patterns. ### Targeted improvement data Experts create training data addressing priority failures, with follow-up evaluation as models, prompts, workflows, and rules change. ## 使用情境 ### Prepare post-training datasets Coordinate specialist data creation and review for medical, legal, financial, coding, or other domain tasks. ### Evaluate deployed agents Assess outputs against task-specific standards and diagnose failures that generic benchmarks may miss. ### Contribute as an expert Validate skills, maintain a talent profile, and apply for relevant remote projects. ## 常見問題 ### How do companies get started? Share contact details and project requirements through the company enquiry flow. This is separate from the expert application route; the team works with the company on its data or evaluation needs. ### Does certification guarantee expert work? No. It makes experts eligible for projects matching their verified skills, subject to project availability and selection. Location eligibility rules apply, and users of the interview platform must be at least 18. ### Is the evaluation fully automated? No. AI helps assess and match experts, but domain experts review agent outputs, diagnose failures, and create the resulting training data. Candidate assessments receive human review before a final decision. ### How are expert interview records used? Interviews can record audio, video, screen sharing, transcripts, and assessments. Profiles may be shared with relevant clients. Interview data with identifying details removed may improve micro1's models; the candidate privacy policy provides a training opt-out and deletion process. ## 快速資訊 - **Type**: Expert data and evaluation platform - **Customers**: AI labs and enterprise teams - **Work model**: Software workflows with domain-expert delivery - **Website**: https://micro1.ai