{"id":109,"date":"2021-04-03T18:14:01","date_gmt":"2021-04-03T18:14:01","guid":{"rendered":"https:\/\/aitoolkit.test\/hax-playbook\/"},"modified":"2023-05-24T10:21:34","modified_gmt":"2023-05-24T17:21:34","slug":"playbook","status":"publish","type":"page","link":"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/playbook\/","title":{"rendered":"HAX Playbook"},"content":{"rendered":"\n

Plan for common human-AI interaction failures early.<\/h2>\n\n\n\n
\n
Launch the Playbook<\/a><\/div>\n<\/div>\n\n\n\n
\"\"<\/figure>\n\n\n\n

What is the Playbook?<\/h3>\n\n\n\n

The HAX Playbook is a tool for proactively and systematically exploring common human-AI interaction failures. The Playbook enumerates failures relevant to your AI product scenario so you can design ways for your end-users to recover efficiently. The Playbook also provides practical guidance and examples on how to inexpensively simulate system behaviors for early user testing.<\/p>\n\n\n\n

<\/div>\n\n\n\n

How do I use the Playbook?<\/h3>\n\n\n\n

Use the Playbook by answering a few questions about your planned system and interactively exploring the likely human-AI interaction success and failure scenarios that it generates. The Playbook also provides practical guidance and examples on how to simulate system behaviors for early user testing. These scenarios can be shared with your team or exported to your project management and tracking tools to ensure potential failures are mitigated or tested before deployment.  <\/p>\n\n\n\n

The HAX Playbook is currently in preview for natural language scenarios like conversational agents and text prediction. We\u2019d love to learn from you<\/a> as we refine it. You can also explore our GitHub page<\/a> to learn how to extend the Playbook to other AI scenarios. <\/p>\n\n\n\n

<\/div>\n\n\n\n

Why the Playbook?<\/h3>\n\n\n\n

It’s hard to anticipate all the ways an AI system may go wrong when interacting with people in the real world before the system is built. However, there are common types<\/em> of human-AI interaction failures that are foreseeable due to the nature of AI models being simplifications of the world. Methods are also continuing to be developed for inexpensively simulating AI behaviors to enable early user testing. We created the HAX Playbook to provide a low-cost way for reams to proactively identify, design for, and test human-AI failure scenarios before building fully functional systems.<\/p>\n\n\n\n

Learn more about the research behind the Playbook<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"

Plan for common human-AI interaction failures early. What is the Playbook? The HAX Playbook is a tool for proactively and systematically exploring common human-AI interaction failures. The Playbook enumerates failures relevant to your AI product scenario so you can design ways for your end-users to recover efficiently. The Playbook also provides practical guidance and examples […]<\/p>\n","protected":false},"author":3,"featured_media":4948,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"toolkit_pattern_number":"","ep_exclude_from_search":false,"footnotes":""},"coauthors":[33],"class_list":["post-109","page","type-page","status-publish","has-post-thumbnail","hentry"],"yoast_head":"\nHAX Playbook - Microsoft HAX Toolkit<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/playbook\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"HAX Playbook - Microsoft HAX Toolkit\" \/>\n<meta property=\"og:description\" content=\"Plan for common human-AI interaction failures early. What is the Playbook? The HAX Playbook is a tool for proactively and systematically exploring common human-AI interaction failures. The Playbook enumerates failures relevant to your AI product scenario so you can design ways for your end-users to recover efficiently. The Playbook also provides practical guidance and examples […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/playbook\/\" \/>\n<meta property=\"og:site_name\" content=\"Microsoft HAX Toolkit\" \/>\n<meta property=\"article:modified_time\" content=\"2023-05-24T17:21:34+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/uploads\/prod\/2021\/10\/Playbook-feature-01.png\" \/>\n\t<meta property=\"og:image:width\" content=\"528\" \/>\n\t<meta property=\"og:image:height\" content=\"400\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"2 minutes\" \/>\n\t<meta name=\"twitter:label2\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data2\" content=\"Ricky Lee Whittemore\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/playbook\/\",\"url\":\"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/playbook\/\",\"name\":\"HAX Playbook - Microsoft HAX Toolkit\",\"isPartOf\":{\"@id\":\"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/playbook\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/playbook\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/uploads\/prod\/2021\/10\/Playbook-feature-01.png\",\"datePublished\":\"2021-04-03T18:14:01+00:00\",\"dateModified\":\"2023-05-24T17:21:34+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/playbook\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/playbook\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/playbook\/#primaryimage\",\"url\":\"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/uploads\/prod\/2021\/10\/Playbook-feature-01.png\",\"contentUrl\":\"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/uploads\/prod\/2021\/10\/Playbook-feature-01.png\",\"width\":528,\"height\":400},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/playbook\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"HAX Playbook\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/#website\",\"url\":\"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/\",\"name\":\"Microsoft HAX Toolkit\",\"description\":\"Collaborative tools to help you create more effective and responsible human-AI experiences\",\"publisher\":{\"@id\":\"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/#organization\",\"name\":\"Microsoft Corporation\",\"url\":\"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/uploads\/prod\/2022\/07\/msft-logo.png\",\"contentUrl\":\"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/uploads\/prod\/2022\/07\/msft-logo.png\",\"width\":1536,\"height\":1536,\"caption\":\"Microsoft Corporation\"},\"image\":{\"@id\":\"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/#\/schema\/logo\/image\/\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"HAX Playbook - Microsoft HAX Toolkit","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/playbook\/","og_locale":"en_US","og_type":"article","og_title":"HAX Playbook - Microsoft HAX Toolkit","og_description":"Plan for common human-AI interaction failures early. What is the Playbook? The HAX Playbook is a tool for proactively and systematically exploring common human-AI interaction failures. The Playbook enumerates failures relevant to your AI product scenario so you can design ways for your end-users to recover efficiently. The Playbook also provides practical guidance and examples […]","og_url":"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/playbook\/","og_site_name":"Microsoft HAX Toolkit","article_modified_time":"2023-05-24T17:21:34+00:00","og_image":[{"width":528,"height":400,"url":"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/uploads\/prod\/2021\/10\/Playbook-feature-01.png","type":"image\/png"}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"2 minutes","Written by":"Ricky Lee Whittemore"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/playbook\/","url":"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/playbook\/","name":"HAX Playbook - Microsoft HAX Toolkit","isPartOf":{"@id":"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/playbook\/#primaryimage"},"image":{"@id":"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/playbook\/#primaryimage"},"thumbnailUrl":"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/uploads\/prod\/2021\/10\/Playbook-feature-01.png","datePublished":"2021-04-03T18:14:01+00:00","dateModified":"2023-05-24T17:21:34+00:00","breadcrumb":{"@id":"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/playbook\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/playbook\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/playbook\/#primaryimage","url":"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/uploads\/prod\/2021\/10\/Playbook-feature-01.png","contentUrl":"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/uploads\/prod\/2021\/10\/Playbook-feature-01.png","width":528,"height":400},{"@type":"BreadcrumbList","@id":"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/playbook\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/"},{"@type":"ListItem","position":2,"name":"HAX Playbook"}]},{"@type":"WebSite","@id":"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/#website","url":"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/","name":"Microsoft HAX Toolkit","description":"Collaborative tools to help you create more effective and responsible human-AI experiences","publisher":{"@id":"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/#organization","name":"Microsoft Corporation","url":"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/#\/schema\/logo\/image\/","url":"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/uploads\/prod\/2022\/07\/msft-logo.png","contentUrl":"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/uploads\/prod\/2022\/07\/msft-logo.png","width":1536,"height":1536,"caption":"Microsoft Corporation"},"image":{"@id":"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/#\/schema\/logo\/image\/"}}]}},"_links":{"self":[{"href":"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/wp-json\/wp\/v2\/pages\/109"}],"collection":[{"href":"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/wp-json\/wp\/v2\/comments?post=109"}],"version-history":[{"count":9,"href":"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/wp-json\/wp\/v2\/pages\/109\/revisions"}],"predecessor-version":[{"id":8751,"href":"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/wp-json\/wp\/v2\/pages\/109\/revisions\/8751"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/wp-json\/wp\/v2\/media\/4948"}],"wp:attachment":[{"href":"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/wp-json\/wp\/v2\/media?parent=109"}],"wp:term":[{"taxonomy":"author","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/haxtoolkit\/wp-json\/wp\/v2\/coauthors?post=109"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}