According to DeepLearning.AI, Prolific is partnering for AI Dev 25 x NYC to showcase how their platform enables AI teams to stress-test, debug, and validate machine learning models with real human data, thereby ensuring safer and more reliable production-ready AI systems. At the event, attendees can experience live demos of rapid human evaluation setups and participate in in-depth discussions on optimizing AI model validation processes with human-in-the-loop testing. This collaboration highlights the growing industry need for robust human data-driven evaluation tools to accelerate the deployment of trustworthy AI solutions and reduce failure rates in production environments (source: @DeepLearningAI on X, Oct 8, 2025).