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Appen

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Human-validated data and evaluation services for frontier AI development

收录时间:2026年7月13日
月访问量:
931.4K
社交与联系:
AI training dataAI evaluationhuman feedbackAI alignmentred teamingspeech data

工具信息

什么是 Appen?

Appen provides human-generated, human-validated, and expert-evaluated data for building, training, aligning, and evaluating AI models.

核心功能

  • Frontier Alignment

    Provides chain-of-thought reasoning traces, subject-matter-expert RLHF, supervised fine-tuning demonstrations, and adversarial red-teaming data.

  • Agentic AI Data

    Provides golden trajectories, reinforcement learning environment design, failure mode taxonomies, and software-engineering-driven evaluation for autonomous agents.

  • Speech and Audio Data

    Supports expressive text-to-speech synthesis, emotion detection, dialectal speech, and paralinguistic labeling across more than 500 global locales.

  • Multimodal AI Data

    Provides vision-language model training data, image-text contrastive pairs, spatiotemporal video annotation, audio-visual alignment, and structured document labeling.

  • Physical AI Data

    Provides LiDAR point cloud annotation, multi-camera sensor fusion, robot demonstration trajectories, world model rollouts, and embodied interaction logs.

  • Model Integrity

    Supports hallucination benchmarking, regulatory audits, bias detection, and continuous monitoring.

  • AI Data Platform

    Offers the AI Data Platform, described by Appen as combining automation with human oversight.

使用场景

  • #1

    Foundation Model Training

    Build foundation models with specialized human data across language, speech, multimodal, and physical AI domains.

  • #2

    AI Alignment and Safety Evaluation

    Use human feedback, reasoning data, red teaming, hallucination benchmarking, bias detection, and model evaluation to support model alignment and safety.

  • #3

    Autonomous Agent Development

    Develop and evaluate autonomous agents with agent trajectories, reinforcement learning environments, failure mode taxonomies, and software-engineering-driven evaluation data.

  • #4

    Robotics and Physical AI

    Prepare data for AI systems operating in physical environments using LiDAR annotation, sensor fusion, robot trajectories, and embodied interaction logs.

  • #5

    Speech and Language Localization

    Develop speech and audio systems with multilingual, dialectal, expressive, emotional, and paralinguistic data across global locales.

适用人群:AI labsAI model developersOrganizations building frontier AI modelsOrganizations evaluating frontier AI models

定价方案

Pricing is not clearly published by the official source.

替代工具

常见问题

What is Appen?
Appen provides human-generated, human-validated, and expert-evaluated data for building, training, aligning, and evaluating AI models.
What types of AI data does Appen provide?
Appen provides data and evaluation services for frontier alignment, agentic AI, speech and audio, multimodal AI, physical AI, and model integrity.
Does Appen support AI model alignment and safety evaluation?
Yes. Its listed capabilities include human feedback, reasoning traces, supervised fine-tuning demonstrations, adversarial red teaming, hallucination benchmarking, bias detection, and continuous monitoring.
Does Appen provide data for autonomous agents?
Yes. Appen lists golden trajectories, reinforcement learning environment design, failure mode taxonomies, and software-engineering-driven evaluation for autonomous agents.
Does Appen provide speech and audio data?
Yes. Its speech and audio capabilities include expressive text-to-speech synthesis, emotion detection, dialectal speech, and paralinguistic labeling across more than 500 global locales.
Does Appen support robotics and physical AI?
Yes. Appen lists LiDAR point cloud annotation, multi-camera sensor fusion, robot demonstration trajectories, world model rollouts, and embodied interaction logs.
How much does Appen cost?
Pricing is not clearly published by the official source.
What platforms and integrations does Appen support?
Supported platforms and product integrations are not clearly published by the official source.
How can I contact Appen?
Appen's official contact page is https://www.appen.com/contact-us. The listed phone numbers are +61-2-9468-6300, +1 206-800-2101, and +1 425-952-7221.

Appen 联系方式与社交媒体

访问官方网站

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工具信息

定价模式Unknown
分类数据分析
二级分类
AI training dataAI evaluationhuman feedbackAI alignmentred teamingspeech data
语言英语
最后更新2026年7月16日