{"id":1645,"date":"2023-11-15T14:35:06","date_gmt":"2023-11-15T19:35:06","guid":{"rendered":"https:\/\/aiforfolks.com\/?p=1645"},"modified":"2023-11-17T17:52:10","modified_gmt":"2023-11-17T22:52:10","slug":"chatgpt-data-privacy","status":"publish","type":"post","link":"https:\/\/aiforfolks.com\/chatgpt-data-privacy\/","title":{"rendered":"ChatGPT Data Privacy: Understanding and Protecting Your Digital Footprint"},"content":{"rendered":"\n<p>AI, or what is more commonly known as artificial intelligence, is transforming the way we interact with digital technology. When you\u2019re online these days, safeguarding your personal data and other sensitive information is extremely important, and this is especially true when it comes to interacting with AI.<\/p>\n\n\n\n<p>And now that conversational AI chatbots like ChatGPT have become so popular, data privacy is a subject that probably will never go away, considering the opportunity it presents for hackers to conduct cyberattacks, or even use your personal information to create fake profiles on other digital platforms like social media sites.&nbsp;<\/p>\n\n\n\n<p>That\u2019s why in this article, we\u2019re going to take a look at <strong>ChatGPT data privacy<\/strong>, so that you can arm yourself with the information you need to keep safe when conversing with the human-like AI model.<\/p>\n\n\n\n<!--more-->\n\n\n\n<h2 class=\"wp-block-heading\">ChatGPT Data Privacy<\/h2>\n\n\n\n<p>The importance of data privacy cannot be exaggerated. And at a time where AI has now become an integral part of our daily lives, even if you\u2019re not fully aware that it is, many individuals and organizations are growing more concerned about the privacy of their data, especially when it comes to using ChatGPT.<\/p>\n\n\n\n<p>The highly-engaging natural large language model, developed by leading tech giant OpenAI, has sparked both excitement and apprehension in some of its users. This is because while ChatGPT offers impressive abilities to conduct human-like conversations, it also raises important questions about how your data, and other sensitive information, is used.&nbsp;<\/p>\n\n\n\n<p>Therefore, it is best that you understand the ways in which OpenAI collects, uses, and safeguards its users\u2019 data, and the privacy measures it has put in place, so that you can take the steps needed to protect your information while you are enjoying the benefits of this AI-powered conversational tool.<\/p>\n\n\n\n<p>Thankfully, OpenAI has taken credible steps to address data privacy concerns, including implementing policies that are designed to limit data retention. However, it\u2019s also crucial to realize that data privacy is a shared responsibility in an AI-driven world.<\/p>\n\n\n\n<p>Here are links to OpenAI&#8217;s privacy policies:<\/p>\n\n\n\n<ul>\n<li><a href=\"https:\/\/openai.com\/policies\/privacy-policy\" target=\"_blank\" rel=\"noopener\">OpenAI Privacy Policy<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/openai.com\/enterprise-privacy\" target=\"_blank\" rel=\"noopener\">OpenAI Enterprise Privacy<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/privacy.openai.com\/\" target=\"_blank\" rel=\"noopener\">OpenAI Privacy Center<\/a><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Data Collection and Usage<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/aiforfolks.com\/wp-content\/uploads\/2023\/11\/noisegen._an_AI_collecting_data_on_users_b62b8441-6a6e-4364-9b21-415e0f984d2a-1024x683.jpg\" alt=\"\" class=\"wp-image-1654\" srcset=\"https:\/\/aiforfolks.com\/wp-content\/uploads\/2023\/11\/noisegen._an_AI_collecting_data_on_users_b62b8441-6a6e-4364-9b21-415e0f984d2a-1024x683.jpg 1024w, https:\/\/aiforfolks.com\/wp-content\/uploads\/2023\/11\/noisegen._an_AI_collecting_data_on_users_b62b8441-6a6e-4364-9b21-415e0f984d2a-300x200.jpg 300w, https:\/\/aiforfolks.com\/wp-content\/uploads\/2023\/11\/noisegen._an_AI_collecting_data_on_users_b62b8441-6a6e-4364-9b21-415e0f984d2a-768x512.jpg 768w, https:\/\/aiforfolks.com\/wp-content\/uploads\/2023\/11\/noisegen._an_AI_collecting_data_on_users_b62b8441-6a6e-4364-9b21-415e0f984d2a.jpg 1344w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Understanding the concerns about data privacy when using ChatGPT requires an exploration of how this AI model is developed and operates. ChatGPT, an advanced <a href=\"https:\/\/aiforfolks.com\/what-is-an-llm-large-language-model\/\" data-type=\"post\" data-id=\"581\">Large Language Model (LLM)<\/a>, was created by OpenAI using an extensive dataset compiled from various internet sources. <\/p>\n\n\n\n<p>This <a href=\"https:\/\/www.washingtonpost.com\/technology\/interactive\/2023\/ai-chatbot-learning\/\" target=\"_blank\" rel=\"noopener\">dataset encompasses a broad spectrum of text<\/a>, including content from websites, news articles, academic papers, books, and social media posts. This diverse range of information enables ChatGPT to generate human-like text responses by recognizing and replicating the patterns found in its training data.<\/p>\n\n\n\n<p>While ChatGPT itself does not hold personal knowledge or specific data about individuals, the nature of its training means it can produce text based on the vast array of information it has been fed. <\/p>\n\n\n\n<p>This capability is a double-edged sword\u2014it powers the AI&#8217;s versatility but also raises privacy concerns, especially regarding how user interactions with ChatGPT are handled.<\/p>\n\n\n\n<p>When users interact with ChatGPT, their inputs\u2014such as prompts, queries, and conversations\u2014are logged. This data is crucial as it helps refine and improve the AI&#8217;s performance. <\/p>\n\n\n\n<p>However, user concerns have prompted OpenAI to adopt stringent data usage policies, particularly regarding data retention.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Clarifying OpenAI&#8217;s Data Retention Policy<\/h3>\n\n\n\n<p>OpenAI has implemented specific policies to address data privacy, with a particular focus on the retention period of user data. As per the latest update in April of 2023, OpenAI states that it retains customer API data for a period of 30 days. <\/p>\n\n\n\n<p>This policy is primarily applicable to data generated through the use of the ChatGPT API, which developers and businesses use to integrate ChatGPT&#8217;s capabilities into their applications and services.<\/p>\n\n\n\n<p>It&#8217;s important to note that this 30-day retention policy pertains specifically to API usage data. For other services and interactions directly on OpenAI&#8217;s platforms, the data retention practices may differ. <\/p>\n\n\n\n<p>Users should refer to the specific terms and privacy policies of the services they are using for detailed information on how their data is managed. See the links above for the various privacy policies.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Enhancing Privacy Measures<\/h3>\n\n\n\n<p>In response to growing privacy concerns, OpenAI has not only limited the retention of user data but also invested in enhancing the safety and ethics of the content generated by ChatGPT. Efforts include research to detect and mitigate harmful outputs, such as biased or offensive language.<\/p>\n\n\n\n<p>Moreover, OpenAI is exploring ways to offer users more control over their interactions with ChatGPT. This includes enabling users to set boundaries and define values for the AI, providing a more personalized and controlled experience while adhering to ethical standards.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Anonymization Efforts<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/aiforfolks.com\/wp-content\/uploads\/2023\/11\/noisegen._an_AI_creating_anonymous_data_7b802145-54bb-453d-ac54-9ec1f6713d80-1024x683.jpg\" alt=\"\" class=\"wp-image-1655\" srcset=\"https:\/\/aiforfolks.com\/wp-content\/uploads\/2023\/11\/noisegen._an_AI_creating_anonymous_data_7b802145-54bb-453d-ac54-9ec1f6713d80-1024x683.jpg 1024w, https:\/\/aiforfolks.com\/wp-content\/uploads\/2023\/11\/noisegen._an_AI_creating_anonymous_data_7b802145-54bb-453d-ac54-9ec1f6713d80-300x200.jpg 300w, https:\/\/aiforfolks.com\/wp-content\/uploads\/2023\/11\/noisegen._an_AI_creating_anonymous_data_7b802145-54bb-453d-ac54-9ec1f6713d80-768x512.jpg 768w, https:\/\/aiforfolks.com\/wp-content\/uploads\/2023\/11\/noisegen._an_AI_creating_anonymous_data_7b802145-54bb-453d-ac54-9ec1f6713d80.jpg 1344w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>In its commitment to ensuring user privacy, OpenAI has implemented significant measures to anonymize user data. This process of anonymization is critical in the context of AI interactions, where the lines between personal and general data can often blur.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">What Does Anonymization Entail?<\/h3>\n\n\n\n<p>Anonymization in the context of ChatGPT and other OpenAI services involves stripping away identifiable personal information from the data. This means that when you interact with ChatGPT, any personal identifiers like your email address, phone number, or other specific details that could directly link you to the conversation are removed or obscured. <\/p>\n\n\n\n<p>As a result, the conversational data stored or used by OpenAI becomes much less likely to be traced back to you as an individual.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Why is Anonymization Important?<\/h3>\n\n\n\n<p>The importance of this process lies in its ability to protect user identities. In an era where data breaches and identity theft are of significant concern, ensuring that conversational data cannot be easily linked to personal identities is crucial. <\/p>\n\n\n\n<p>This practice is not just about complying with privacy laws like the GDPR, but it&#8217;s also about building trust with users who are increasingly aware of and concerned about their digital footprints.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Limitations and Challenges<\/h3>\n\n\n\n<p>It\u2019s important to acknowledge the limitations and challenges of data anonymization. Perfect anonymization is difficult to achieve, especially with AI models as sophisticated as ChatGPT, which are trained on vast datasets that might contain nuances and patterns indirectly revealing personal information. <\/p>\n\n\n\n<p>OpenAI, therefore, continuously refines its anonymization techniques to keep up with the evolving nature of data privacy challenges.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Anonymization Across Different Services<\/h3>\n\n\n\n<p>The extent and methods of anonymization may vary across different OpenAI services. <\/p>\n\n\n\n<p>While conversational data with ChatGPT is anonymized to a significant degree, other services or applications using OpenAI&#8217;s technology might have different approaches or levels of anonymization, depending on their specific use cases and privacy policies.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">User&#8217;s Role in Anonymization<\/h3>\n\n\n\n<p>Finally, users also play a crucial role in this process. By being mindful of the information they share during interactions with AI models, users can enhance their own privacy. OpenAI advises against sharing sensitive personal information during conversations with ChatGPT, as an added layer of precaution.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Privacy Challenges<\/h2>\n\n\n\n<p>However, despite these efforts by OpenAI to safeguard user data, several privacy challenges still remain. One such challenge is the potential of users inadvertently disclosing their personal or sensitive information whenever they&#8217;re interacting with the AI chatbot.&nbsp;<\/p>\n\n\n\n<p>For instance, a user may unintentionally share confidential data when they\u2019re looking for assistance, or are engaging in a casual conversation with ChatGPT. This means that while OpenAI encourages users to avoid doing this, the responsibility ultimately falls on the user to exercise caution at all times.<\/p>\n\n\n\n<p>Therefore, in order to lessen these privacy concerns, it\u2019s essential to be aware of the information that you disclose when using ChatGPT. For instance, OpenAI advises users not to share personally identifiable information (PII), such as addresses, phone numbers, or financial details, when using the AI chatbot.&nbsp;<\/p>\n\n\n\n<p>In addition, you should always be cautious about getting carried away when conversing with ChatGPT, so that you don\u2019t unintentionally discuss matters that are private or confidential. Remember, ChatGPT is an AI chatbot, not a trusted human confidant.<\/p>\n\n\n\n<p>Being aware of these precautions can go a long way in safeguarding your personal data when interacting with all AI models, not just ChatGPT.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">What About Third-Party Integrations?<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/aiforfolks.com\/wp-content\/uploads\/2023\/11\/noisegen._an_AI_integrating_with_a_3rd_party_8ff92abf-ee42-48c2-999d-392246fa0363-1024x683.jpg\" alt=\"\" class=\"wp-image-1656\" srcset=\"https:\/\/aiforfolks.com\/wp-content\/uploads\/2023\/11\/noisegen._an_AI_integrating_with_a_3rd_party_8ff92abf-ee42-48c2-999d-392246fa0363-1024x683.jpg 1024w, https:\/\/aiforfolks.com\/wp-content\/uploads\/2023\/11\/noisegen._an_AI_integrating_with_a_3rd_party_8ff92abf-ee42-48c2-999d-392246fa0363-300x200.jpg 300w, https:\/\/aiforfolks.com\/wp-content\/uploads\/2023\/11\/noisegen._an_AI_integrating_with_a_3rd_party_8ff92abf-ee42-48c2-999d-392246fa0363-768x512.jpg 768w, https:\/\/aiforfolks.com\/wp-content\/uploads\/2023\/11\/noisegen._an_AI_integrating_with_a_3rd_party_8ff92abf-ee42-48c2-999d-392246fa0363.jpg 1344w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Because ChatGPT is integrated into various third-party applications and platforms, user interactions will extend beyond OpenAI&#8217;s own ecosystem. And these third-party applications can have their own data privacy policies and practices. This has the potential of impacting the protection of your data, and is out of the control of OpenAI.<\/p>\n\n\n\n<p>Therefore, it\u2019s important that you\u2019re aware of the terms and conditions of the specific platforms or applications you use that have ChatGPT integrated. That\u2019s because these third parties might collect and process user data differently to OpenAI, so you should always review their privacy policies to understand how they handle sensitive and personal information.<\/p>\n\n\n\n<p>And while OpenAI aims to ensure that its partners adhere to appropriate privacy standards, the responsibility for data protection often extends beyond its control.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">User Best Practices When Working with ChatGPT<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/aiforfolks.com\/wp-content\/uploads\/2023\/11\/noisegen._best_practices_when_working_with_Artificial_Intellige_7ce6ce16-6931-417c-985d-92efe3fff0cd-1024x683.jpg\" alt=\"\" class=\"wp-image-1657\" srcset=\"https:\/\/aiforfolks.com\/wp-content\/uploads\/2023\/11\/noisegen._best_practices_when_working_with_Artificial_Intellige_7ce6ce16-6931-417c-985d-92efe3fff0cd-1024x683.jpg 1024w, https:\/\/aiforfolks.com\/wp-content\/uploads\/2023\/11\/noisegen._best_practices_when_working_with_Artificial_Intellige_7ce6ce16-6931-417c-985d-92efe3fff0cd-300x200.jpg 300w, https:\/\/aiforfolks.com\/wp-content\/uploads\/2023\/11\/noisegen._best_practices_when_working_with_Artificial_Intellige_7ce6ce16-6931-417c-985d-92efe3fff0cd-768x512.jpg 768w, https:\/\/aiforfolks.com\/wp-content\/uploads\/2023\/11\/noisegen._best_practices_when_working_with_Artificial_Intellige_7ce6ce16-6931-417c-985d-92efe3fff0cd.jpg 1344w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>While OpenAI definitely plays a pivotal role in ensuring data privacy within its AI chatbot, each user adhering to best practices is equally crucial. This means users should take proactive steps to protect their privacy when interacting with ChatGPT, or any other AI model for that matter.&nbsp;<\/p>\n\n\n\n<p>Some recommended practices include:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Use Generic Information<\/h3>\n\n\n\n<p>Whenever you\u2019re interacting in a conversation with ChatGPT, you should always avoid sharing sensitive or personal details, or other confidential information if it applies to someone else.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Be Mindful of Context<\/h3>\n\n\n\n<p>Always be considerate of the context of your conversation, and exercise caution when discussing sensitive topics.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Review Third-Party Privacy Policies<\/h3>\n\n\n\n<p>If you use ChatGPT within a third-party application or platform, make sure that you familiarize yourself with its privacy policies and settings, which may differ from those of OpenAI.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Give Your Feedback<\/h3>\n\n\n\n<p>OpenAI welcomes user feedback on problematic outputs, or concerns regarding your data privacy. By reporting any issues you come across, you will be contributing to ongoing improvements with the AI model.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Stay Informed<\/h3>\n\n\n\n<p>Keep yourself updated on changes to OpenAI&#8217;s privacy policies. The AI tech firm is continually refining its models and data handling practices, so by staying informed, you will ensure that you can make better informed decisions about your usage.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Consider Alternatives<\/h3>\n\n\n\n<p>If you have significant concerns about your data privacy when using ChatGPT, then perhaps you can consider exploring alternative AI models or services that align more closely with your preferences. Competition in the AI space is growing by the day, so you may just find an option that better suit your needs.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Become An Advocate<\/h3>\n\n\n\n<p>Find and engage in discussions on Reddit or Discord boards about AI ethics and data privacy, and become an advocate for responsible AI development. Use your platform to raise awareness and promote better practices across the industry as a whole.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Educate Yourself<\/h3>\n\n\n\n<p>Understanding the technical aspects of AI, including how models like ChatGPT work, and how they handle data, can empower you even further than this blog can to make more informed decisions regarding data privacy. <\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Comparing ChatGPT&#8217;s Data Privacy Approach with Industry Standards and Other AI Models<\/h2>\n\n\n\n<p>In the rapidly evolving landscape of artificial intelligence, data privacy approaches can vary significantly between different AI models and platforms. Understanding how ChatGPT&#8217;s strategy aligns with or differs from industry standards and other AI models is crucial for a comprehensive grasp of data privacy in the AI sector.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Industry Standards for Data Privacy<\/h3>\n\n\n\n<p>Data privacy in AI is governed by a mix of global data protection regulations, like the General Data Protection Regulation (GDPR) in Europe, and industry-specific guidelines. These standards typically emphasize user consent, minimal data collection, and transparency in data usage. They also mandate robust security measures to protect user data from unauthorized access and breaches.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">ChatGPT vs. Other AI Models<\/h3>\n\n\n\n<ul>\n<li><strong>Data Collection Practices<\/strong>: While ChatGPT, developed by OpenAI, utilizes extensive datasets from the internet for training, other AI models might employ different data collection strategies. For instance, some models might focus on more specific data sources, or even user-generated data, to train their algorithms.<\/li>\n\n\n\n<li><strong>User Interaction and Data Usage<\/strong>: ChatGPT&#8217;s interaction with users and subsequent data usage is unique in that it has implemented measures to limit data retention and anonymize user interactions. In contrast, some AI platforms might retain user data for longer periods or use it for various analytical purposes, raising more significant privacy concerns.<\/li>\n\n\n\n<li><strong>Customization and Control<\/strong>: OpenAI&#8217;s recent initiatives to allow users to customize ChatGPT&#8217;s behavior and set values within certain boundaries is a progressive step towards user empowerment. This level of user control is not universally available across all AI models, where the behavior of the AI is often predetermined and not easily modifiable by the user.<\/li>\n\n\n\n<li><strong>Third-Party Integrations<\/strong>: ChatGPT&#8217;s integration with various third-party applications adds layers to its data privacy landscape. Other AI models might have limited or more extensive third-party integrations, each presenting different data privacy challenges and controls.<\/li>\n\n\n\n<li><strong>Compliance and Transparency<\/strong>: OpenAI has been transparent about its data privacy policies and updates, a practice that aligns with the best industry standards. However, the level of transparency and compliance can vary widely in other AI models, with some offering limited or unclear information on how user data is managed.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">The Broader Context<\/h3>\n\n\n\n<p>Comparing ChatGPT to other AI models and industry standards reveals a complex tapestry of data privacy practices. While ChatGPT demonstrates a commitment to user privacy and aligns well with industry regulations like the GDPR, there is a spectrum of approaches in the AI field, each with its own implications for user privacy. Users must navigate these differences, staying informed about the specific practices of the AI models they interact with.<\/p>\n\n\n\n<p>By understanding these comparative nuances, users can make more informed decisions about their interactions with AI technologies and advocate for privacy standards that align with their expectations and the evolving norms of the digital world.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Final Thoughts<\/h2>\n\n\n\n<p>When it comes to ChatGPT and data privacy, it shouldn\u2019t be overlooked that OpenAI has already taken significant steps to address this issue, due to the concerns of many of its users, as well as its compliance with data protection regulations.&nbsp;<\/p>\n\n\n\n<p>As such, users are being protected through the anonymizing of their data, and the reduction of the retention periods of conversation output. Nevertheless, it\u2019s still up to each user to play a proactive role in safeguarding their own personal information whenever they are interacting with AI models like ChatGPT.&nbsp;<\/p>\n\n\n\n<p>And it\u2019s by adhering to these best practices, staying informed about updates in data policies, and remaining cautious about the information that you share with the AI chatbot, that you\u2019ll be able to enjoy the benefits of ChatGPT in a safer way without ever compromising on your privacy.&nbsp;<\/p>\n\n\n\n<p>For more information on ChatGPT, check out our articles:<\/p>\n\n\n\n<ul>\n<li><a href=\"https:\/\/aiforfolks.com\/chatgpt-custom-instructions-guide\/\" data-type=\"post\" data-id=\"1313\">ChatGPT Custom Instructions Guide<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/aiforfolks.com\/does-chatgpt-store-my-data\/\" data-type=\"post\" data-id=\"1355\">Does ChatGPT Store My Data?<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/aiforfolks.com\/is-chatgpt-plagiarism\/\" data-type=\"post\" data-id=\"1087\">Is ChatGPT Plagiarism? From AI Controversy to Clear Answers<\/a><\/li>\n<\/ul>\n\n\n                <div class=\"ml-embedded\" data-form=\"mub0dk\"><\/div>\n            \n","protected":false},"excerpt":{"rendered":"<p>AI, or what is more commonly known as artificial intelligence, is transforming the way we interact with digital technology. When you\u2019re online these days, safeguarding your personal data and other sensitive information is extremely important, and this is especially true when it comes to interacting with AI. And now that conversational AI chatbots like ChatGPT [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":1653,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"footnotes":""},"categories":[5],"tags":[],"ppma_author":[8],"authors":[{"term_id":8,"user_id":1,"is_guest":0,"slug":"john","display_name":"John","avatar_url":"https:\/\/secure.gravatar.com\/avatar\/26ce20540c106bcd0975922a65d590a0?s=96&d=mm&r=g","user_url":"https:\/\/aiforfolks.com","last_name":"Magee","first_name":"John","user_url_2":"","description":""}],"_links":{"self":[{"href":"https:\/\/aiforfolks.com\/wp-json\/wp\/v2\/posts\/1645"}],"collection":[{"href":"https:\/\/aiforfolks.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aiforfolks.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aiforfolks.com\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aiforfolks.com\/wp-json\/wp\/v2\/comments?post=1645"}],"version-history":[{"count":4,"href":"https:\/\/aiforfolks.com\/wp-json\/wp\/v2\/posts\/1645\/revisions"}],"predecessor-version":[{"id":1674,"href":"https:\/\/aiforfolks.com\/wp-json\/wp\/v2\/posts\/1645\/revisions\/1674"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aiforfolks.com\/wp-json\/wp\/v2\/media\/1653"}],"wp:attachment":[{"href":"https:\/\/aiforfolks.com\/wp-json\/wp\/v2\/media?parent=1645"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aiforfolks.com\/wp-json\/wp\/v2\/categories?post=1645"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aiforfolks.com\/wp-json\/wp\/v2\/tags?post=1645"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/aiforfolks.com\/wp-json\/wp\/v2\/ppma_author?post=1645"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}