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  1. How to build your human-in-the-loop pipeline: a step-by-step guide

    Jun 5, 2023 · Building a pipeline for training AI models using a human-in-the-loop approach can lead to more accurate and effective models. This approach recognizes that while AI can automate many …

  2. The Role of Human-in-the-Loop: Navigating the Landscape of AI Systems

    Mar 19, 2024 · The concept of a human-in-the-loop refers to integrating human oversight into AI systems, allowing for a harmonious collaboration between machine intelligence and human expertise.

  3. What is a Human in the Loop?

    Mar 24, 2021 · As a social enterprise, we use the plural of “humans in the loop” so that the name does not refer to a single person but rather a collective working together to power some of the most …

  4. Preventing Model Collapse in 2025 with Human-in-the-Loop Annotation

    Jun 30, 2025 · Human-in-the-loop approach involves humans actively participating in the machine learning process, typically by reviewing, correcting, or annotating data. It combines AI’s speed and …

  5. Why Synthetic Data Is Taking Over in 2025: Solving AI’s Data Crisis

    Jun 24, 2025 · The future of high-performing, ethical, and scalable AI depends on smart data strategies. Integrating synthetic data with human expertise is not just an option, but rather a necessity. Book a …

  6. Humans in the Loop | Human-in-the-Loop pipelines for AI

    We are building the next generation of professional humans in the loop from conflict-affected regions and communities. We promote AI which is diverse and bias-free and we support projects which apply …

  7. Best AI Training Datasets for Machine Learning & Deep Learning (2025 ...

    Mar 17, 2025 · Humans in the Loop offers high-quality, free dataset collection for AI applications, including NLP and computer vision. Whether you’re looking for datasets for training image classifiers …

  8. How HITL Annotation Powers Responsible AI in 2025

    Jul 30, 2025 · A human-in-the-loop (HITL) approach ensures that human intelligence and ethical judgment are integrated at crucial stages of the AI lifecycle, transforming raw data into the high …

  9. Dataset collection - Humans in the Loop | HITL

    Humans in the loop can help on dataset collection by gathering and curating a bias-free dataset that is as close as possible to your use case

  10. Reinforcement learning with human feedback - Humans in the Loop

    Train and improve your LLMs and other large-scale models for language and vision with our trained humans-in-the-loop. Use RLHF for generating examples, ranking outputs, and testing your models …