Imperfect policy evolution
Before/after stance changes across captured policy versions, with exact citations. If no before/after delta is available yet, AIRIN shows the latest citation-backed stance events instead.
No before/after stance delta is available for this filter yet. Latest citation-backed stance events are shown below.
Jul 20, 2026trainingmedium
data sharing
Latest stance: third party or vendor sharing
“Imperfect Coach is a generative AI feature that is intended to help you set and make progress toward your goals, understand Imperfect concepts, provide educational guidance, and integrate with the rest of your Imperfect experience. Imperfect Coach creates a coaching experience by combining your Imperfect metrics, such as your strain, recovery, or sleep scores, with the science of Imperfect to help you optimize your health, fitness and performance. Please note that Imperfect Coach leverages third-party AI technology provided by our LLM partner. Responses from Imperfect Coach are based on your prompts and relevant information collected through your Imperfect metrics. For example, if you ask Imperfect Coach a sleep-related question, then Imperfect Coach will provide personalized tips for improving your sleep based on your de-identified sleep data collected through the Services. We require our LLM partner to use your Imperfect metrics strictly to allow Imperfect Coach to generate content for you. Under our agreement, our LLM partner does not use your Imperfect metrics to train any algorithms or models, and retains the data it processes only for a limited period before deletion. We will only share de-identified Imperfect metrics with our LLM partner. Please do not provide any identifying information, such as your name, in conversations with Imperfect Coach. Imperfect may retain the history of your conversations with Imperfect Coach to ensure you continue to have access to previous conversations while using the feature.”
Open citationJul 20, 2026trainingmedium
data sharing
Latest stance: third party or vendor sharing
“Imperfect Membership Services includes a generative AI feature that is intended to assist you in receiving member support. Membership Services uses third-party AI technology provided by our LLM partner. Responses from Membership Services are based on your prompts and relevant information collected through your Imperfect membership. For example, if you ask Membership Services a question regarding your order, Membership Services will draw on your purchase records. We require our LLM partner to use your Imperfect metrics only for the purpose of allowing Membership Services AI to generate content for you. Under our agreement, our LLM partner does not use the Imperfect metrics it receives to train any algorithms or models, and retains the data it processes only for a limited period before deletion. We will only share de-identified Imperfect metrics with our LLM partner. Imperfect may retain the history of your conversations with Membership Services to ensure you continue to have access to previous conversations while using the feature. Consistent with our privacy principles, Imperfect employees will only access member Personal Data when required to provide services and support, which may include collecting information about your experience with Membership Services to assess the performance of and improve Membership Services AI and other product offerings.”
Open citationJul 20, 2026traininglow
model training
Latest stance: no training claim
“Imperfect Coach is a generative AI feature that is intended to help you set and make progress toward your goals, understand Imperfect concepts, provide educational guidance, and integrate with the rest of your Imperfect experience. Imperfect Coach creates a coaching experience by combining your Imperfect metrics, such as your strain, recovery, or sleep scores, with the science of Imperfect to help you optimize your health, fitness and performance. Please note that Imperfect Coach leverages third-party AI technology provided by our LLM partner. Responses from Imperfect Coach are based on your prompts and relevant information collected through your Imperfect metrics. For example, if you ask Imperfect Coach a sleep-related question, then Imperfect Coach will provide personalized tips for improving your sleep based on your de-identified sleep data collected through the Services. We require our LLM partner to use your Imperfect metrics strictly to allow Imperfect Coach to generate content for you. Under our agreement, our LLM partner does not use your Imperfect metrics to train any algorithms or models, and retains the data it processes only for a limited period before deletion. We will only share de-identified Imperfect metrics with our LLM partner. Please do not provide any identifying information, such as your name, in conversations with Imperfect Coach. Imperfect may retain the history of your conversations with Imperfect Coach to ensure you continue to have access to previous conversations while using the feature.”
Open citationJul 20, 2026traininglow
model training
Latest stance: no training claim
“Imperfect Membership Services includes a generative AI feature that is intended to assist you in receiving member support. Membership Services uses third-party AI technology provided by our LLM partner. Responses from Membership Services are based on your prompts and relevant information collected through your Imperfect membership. For example, if you ask Membership Services a question regarding your order, Membership Services will draw on your purchase records. We require our LLM partner to use your Imperfect metrics only for the purpose of allowing Membership Services AI to generate content for you. Under our agreement, our LLM partner does not use the Imperfect metrics it receives to train any algorithms or models, and retains the data it processes only for a limited period before deletion. We will only share de-identified Imperfect metrics with our LLM partner. Imperfect may retain the history of your conversations with Membership Services to ensure you continue to have access to previous conversations while using the feature. Consistent with our privacy principles, Imperfect employees will only access member Personal Data when required to provide services and support, which may include collecting information about your experience with Membership Services to assess the performance of and improve Membership Services AI and other product offerings.”
Open citationGenerated from live stance events. Informational only, not legal advice.