{"id":113817,"date":"2020-04-26T13:25:59","date_gmt":"2020-04-26T17:25:59","guid":{"rendered":"http:\/\/rbach.net\/?p=113817"},"modified":"2021-08-18T22:22:08","modified_gmt":"2021-08-19T02:22:08","slug":"artificial-intelligence-on-the-throne","status":"publish","type":"post","link":"https:\/\/rbach.net\/index.php\/artificial-intelligence-on-the-throne\/","title":{"rendered":"Artificial Intelligence  on the Throne"},"content":{"rendered":"<a href=\"https:\/\/scribbles-notes.blogspot.com\/2011\/11\/invasion-of-internet-of-things.html\" target=\"_blank\" rel=\"noopener noreferrer\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-113986\" title=\"Artificial Intelligence  on the Throne\" src=\"https:\/\/i0.wp.com\/rbach.net\/wp-content\/uploads\/iot_logo-9.jpg?resize=113%2C110&#038;ssl=1\" alt=\"Artificial Intelligence  on the Throne\" width=\"113\" height=\"110\" srcset=\"https:\/\/i0.wp.com\/rbach.net\/wp-content\/uploads\/iot_logo-9.jpg?w=150&amp;ssl=1 150w, https:\/\/i0.wp.com\/rbach.net\/wp-content\/uploads\/iot_logo-9.jpg?resize=75%2C73&amp;ssl=1 75w\" sizes=\"auto, (max-width: 113px) 100vw, 113px\" \/><\/a>The <strong>Internet of Things<\/strong> (IoT) is covering the world with all kinds of devices for the home and industry. Tech prognosticator <a href=\"https:\/\/web.archive.org\/web\/20210102101203\/https:\/\/www.idc.com\/getdoc.jsp?containerId=prUS45213219\" target=\"_blank\" rel=\"noopener noreferrer nofollow\" component=\"externalLink\">IDC<\/a>\u00a0<a href=\"https:\/\/web.archive.org\/web\/20210102101203\/https:\/\/www.idc.com\/getdoc.jsp?containerId=prUS45213219\" target=\"_blank\" rel=\"noopener noreferrer\">estimates<\/a> that by 2025 there will be <strong>41.6 billion <a href=\"https:\/\/rbach.net\/index.php\/tag\/iot\/\" target=\"_blank\" rel=\"noopener noreferrer\">IoT devices<\/a><\/strong>. The market research firm predicts the IoT devices will dump 79.4 <a href=\"https:\/\/wp.me\/P2wgaW-3j5\" target=\"_blank\" rel=\"noopener noreferrer\">zettabytes<\/a> (ZB) of data. One class of IoT device for the home has gotten a major upgrade from California&#8217;s <a href=\"https:\/\/www.stanford.edu\/\" target=\"_blank\" rel=\"noopener noreferrer\">Stanford<\/a>. Stanford University medical researchers have created a <strong><a href=\"https:\/\/www.lifewire.com\/what-is-a-smart-toilet-4628135\" target=\"_blank\" rel=\"noopener noreferrer\">smart toilet<\/a><\/strong> by adding artificial intelligence to the throne.\r\n\r\n<img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" class=\"alignright wp-image-113991\" title=\"Outhouse\" src=\"https:\/\/i0.wp.com\/rbach.net\/wp-content\/uploads\/outhouse-e1587858294187-115x150.jpg?resize=77%2C100&#038;ssl=1\" alt=\"\" width=\"77\" height=\"100\" srcset=\"https:\/\/i0.wp.com\/rbach.net\/wp-content\/uploads\/outhouse-e1587858294187.jpg?resize=115%2C150&amp;ssl=1 115w, https:\/\/i0.wp.com\/rbach.net\/wp-content\/uploads\/outhouse-e1587858294187.jpg?resize=58%2C75&amp;ssl=1 58w, https:\/\/i0.wp.com\/rbach.net\/wp-content\/uploads\/outhouse-e1587858294187.jpg?w=393&amp;ssl=1 393w\" sizes=\"auto, (max-width: 77px) 100vw, 77px\" \/>Before <strong>Stanford<\/strong>, the smart toilet was often the butt of jokes. The &#8220;smart toilet&#8221; offered ambient colored lighting, wireless Bluetooth music sync, heated seats, foot warmers, and automatic opening and closing lids. All nice but not really smart. The Stanford <strong>Precision Health Toile<\/strong>t (advanced Smart Toilet for healthcare) is really smart it <strong>can diagnose diseases.\u00a0<\/strong>\r\n<h3>Artificial intelligence on the toilet<\/h3>\r\nThe Stanford <a href=\"https:\/\/doi.org\/10.1038\/s41551-020-0534-9\" target=\"_blank\" rel=\"noopener noreferrer\">Precision Health Toilet<\/a> project led by Lead author, <a href=\"https:\/\/web.archive.org\/web\/20230316102854\/https:\/\/med.stanford.edu\/profiles\/seung-min-park\">Seung-min Park, Ph.D.<\/a>, published <i><a href=\"https:\/\/doi.org\/10.1038\/s41551-020-0534-9\" target=\"_blank\" rel=\"noopener noreferrer\">A mountable toilet system for personalized health monitoring via the analysis of excreta<\/a>.<\/i>&#8221; In the journal <a href=\"https:\/\/bioengineeringcommunity.nature.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Nature Biomedical Engineering<\/a>, they describe a toilet designed to <strong>detect early warning signs of cancer<\/strong> and other diseases. The Stanford team believes it will be useful for people at an increased risk of developing certain health issues.\r\n\r\nDr. Gambhir \u2013 a Ph.D., Stanford professor, chair of radiology, and the senior author of the research paper says that currently, the toilet can measure <strong>10 different biomarkers<\/strong>. The device is fitted <strong>inside a regular toilet bowl<\/strong> and is <strong>connected to an app<\/strong> for evaluation. Dr. Gambhir envisions it as part of an average home bathroom. The sensors would be an add-on that\u2019s easily integrated into <strong>\u201cany old porcelain bowl<\/strong>.\u201d\r\n\r\n<a href=\"https:\/\/www.popularmechanics.com\/science\/a32070901\/smart-toilet-photos-butt-health-monitoring\/\" target=\"_blank\" rel=\"noopener noreferrer\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-113987\" title=\"Stanford Precision Health Toilet\" src=\"https:\/\/i0.wp.com\/rbach.net\/wp-content\/uploads\/Stanford_smart_toilet-e1587839569293-150x125.png?resize=399%2C332&#038;ssl=1\" alt=\"Stanford Precision Health Toilet\" width=\"399\" height=\"332\" srcset=\"https:\/\/i0.wp.com\/rbach.net\/wp-content\/uploads\/Stanford_smart_toilet-e1587839569293.png?resize=150%2C125&amp;ssl=1 150w, https:\/\/i0.wp.com\/rbach.net\/wp-content\/uploads\/Stanford_smart_toilet-e1587839569293.png?resize=75%2C62&amp;ssl=1 75w, https:\/\/i0.wp.com\/rbach.net\/wp-content\/uploads\/Stanford_smart_toilet-e1587839569293.png?w=557&amp;ssl=1 557w\" sizes=\"auto, (max-width: 399px) 100vw, 399px\" \/><\/a>\r\n\r\nThe extra-smart toilet uses <strong>cameras and test strips to collect number one and number two samples<\/strong>. It then analyzes both your pee and poo with <strong>artificial intelligence<\/strong> to <strong>generate diagnoses<\/strong>\u2014<a href=\"https:\/\/spectrum.ieee.org\/the-human-os\/artificial-intelligence\/medical-ai\/ai-can-help-hospitals-triage-covid19-patients\" target=\"_blank\" rel=\"noopener noreferrer\">a trend in the medical industry<\/a>. Stanford News says the smart toilet&#8217;s algorithms \u201c<em>can distinguish normal \u2018urodynamics.\u2019 <\/em>Urodynamics is the flow rate, stream time, and total volume, among other parameters of urine<em>. T<\/em>he Smart toilet can also check <em>&#8220;stool consistencies from those that are unhealthy.<\/em>\u201d\r\n\r\n<img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" class=\"alignright wp-image-114009 size-thumbnail\" title=\"analyze white blood cell count\" src=\"https:\/\/i0.wp.com\/rbach.net\/wp-content\/uploads\/beakers1-2.jpg?resize=75%2C73&#038;ssl=1\" alt=\"analyze white blood cell count\" width=\"75\" height=\"73\" srcset=\"https:\/\/i0.wp.com\/rbach.net\/wp-content\/uploads\/beakers1-2.jpg?resize=75%2C73&amp;ssl=1 75w, https:\/\/i0.wp.com\/rbach.net\/wp-content\/uploads\/beakers1-2.jpg?resize=150%2C147&amp;ssl=1 150w, https:\/\/i0.wp.com\/rbach.net\/wp-content\/uploads\/beakers1-2.jpg?w=372&amp;ssl=1 372w\" sizes=\"auto, (max-width: 75px) 100vw, 75px\" \/>Changes in urine can reveal multiple disorders. The dipsticks can be used to analyze white blood cell count, consistent blood contamination. Certain levels of proteins, that can signify bad things. Including a spectrum of diseases, including infection, irritable bowel syndrome, kidney failure, bladder cancer, and prostate cancer.\r\n<h3>A very unique biometric factor<\/h3>\r\nThe toilet&#8217;s built-in <strong>identification system<\/strong> uses <strong>fingerprints and analprints<\/strong> to identify users in order to match users to their data. Apparently, analprints turn out to be <strong>unique biometric factor<\/strong> like fingerprints or iris prints. Professor Gambhir said, &#8220;<em>We know it seems weird, but as it turns out, your anal print is unique.<\/em>&#8221;\r\n\r\nStanford says no human will see you analprint biometric data. If the artificial intelligence detects something questionable the <strong>smart toilets&#8217; app would alert the user\u2019s healthcare team<\/strong> to conduct a full diagnosis and further tests.\r\n\r\n<a href=\"https:\/\/www.wholesalehalloweencostumes.com\/products\/mad-scientist-adult-wig\" target=\"_blank\" rel=\"noopener noreferrer\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" class=\"alignright wp-image-114007\" title=\"researchers are planning upgrades\" src=\"https:\/\/i0.wp.com\/rbach.net\/wp-content\/uploads\/mad-scientist-1.jpg?resize=92%2C110&#038;ssl=1\" alt=\"researchers are planning upgrades\" width=\"92\" height=\"110\" srcset=\"https:\/\/i0.wp.com\/rbach.net\/wp-content\/uploads\/mad-scientist-1.jpg?resize=125%2C150&amp;ssl=1 125w, https:\/\/i0.wp.com\/rbach.net\/wp-content\/uploads\/mad-scientist-1.jpg?resize=853%2C1024&amp;ssl=1 853w, https:\/\/i0.wp.com\/rbach.net\/wp-content\/uploads\/mad-scientist-1.jpg?resize=63%2C75&amp;ssl=1 63w, https:\/\/i0.wp.com\/rbach.net\/wp-content\/uploads\/mad-scientist-1.jpg?resize=768%2C922&amp;ssl=1 768w, https:\/\/i0.wp.com\/rbach.net\/wp-content\/uploads\/mad-scientist-1.jpg?w=1000&amp;ssl=1 1000w\" sizes=\"auto, (max-width: 92px) 100vw, 92px\" \/><\/a>The researchers are planning upgrades to the Precision Health Toilet. Mr. Park\u00a0<a href=\"https:\/\/www.theverge.com\/2020\/4\/9\/21215425\/smart-toilet-disease-detection-analprint\" target=\"_blank\" rel=\"noopener noreferrer\">told<\/a>\u00a0<a href=\"https:\/\/www.theverge.com\/\" target=\"_blank\" rel=\"noopener noreferrer\"><em>The Verge<\/em><\/a> the upcoming<strong> number two version<\/strong> of the toilet will help detect tumor <a href=\"https:\/\/ghr.nlm.nih.gov\/primer\/basics\/dna\" target=\"_blank\" rel=\"noopener noreferrer\">DNA<\/a> and viral <a href=\"https:\/\/www.genome.gov\/genetics-glossary\/RNA-Ribonucleic-Acid\" target=\"_blank\" rel=\"noopener noreferrer\">RNA<\/a> to help them track the spread of diseases like<a href=\"https:\/\/web.archive.org\/web\/20210511015026\/https:\/\/www.ibs.re.kr\/cop\/bbs\/BBSMSTR_000000000738\/selectBoardArticle.do?nttId=18344\" target=\"_blank\" rel=\"noopener noreferrer\"> COVID-19<\/a>. Dr. Gambhir <a href=\"https:\/\/nakedsecurity.sophos.com\/2020\/04\/08\/as-if-the-world-couldnt-get-any-weirder-this-ai-toilet-scans-your-anus-to-identify-you\/\" target=\"_blank\" rel=\"noopener noreferrer\">told<\/a> <em><a href=\"https:\/\/nakedsecurity.sophos.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">NakedSecurity<\/a><\/em> his team is working to <strong>customize the toilet\u2019s tests<\/strong>\u00a0to fit a user\u2019s individual needs. For example, a diabetic\u2019s smart toilet could monitor glucose in the urine. Or if a person with a family history of bladder or kidney cancer could benefit by having a smart toilet that monitors for blood.\r\n\r\nThe Stanford researchers tested the toilet and <strong>more than half<\/strong> of their pilot test subjects <strong>were comfortable using the extra-smart toilet<\/strong>. 37% were \u201csomewhat comfortable.\u201d 15% were \u201cvery comfortable\u201d with the idea of \u201c<em>baring it all in the name of precision health.<\/em>\u201d\r\n\r\n<em><strong>rb-<\/strong><\/em>\r\n\r\n<em><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" class=\"alignright wp-image-114010\" title=\"Salvador Dali\" src=\"https:\/\/i0.wp.com\/rbach.net\/wp-content\/uploads\/dali_salvator-e1587919651805-150x120.jpg?resize=90%2C72&#038;ssl=1\" alt=\"Salvador Dali\" width=\"90\" height=\"72\" srcset=\"https:\/\/i0.wp.com\/rbach.net\/wp-content\/uploads\/dali_salvator-e1587919651805.jpg?resize=150%2C120&amp;ssl=1 150w, https:\/\/i0.wp.com\/rbach.net\/wp-content\/uploads\/dali_salvator-e1587919651805.jpg?resize=75%2C60&amp;ssl=1 75w, https:\/\/i0.wp.com\/rbach.net\/wp-content\/uploads\/dali_salvator-e1587919651805.jpg?w=602&amp;ssl=1 602w\" sizes=\"auto, (max-width: 90px) 100vw, 90px\" \/>Using analprints to match your poo with you is based on &#8220;work&#8221; by 20th-century <a href=\"https:\/\/en.wikipedia.org\/wiki\/Surrealism\" target=\"_blank\" rel=\"noopener noreferrer\">surrealist painter<\/a> <a href=\"https:\/\/thedali.org\/about-the-museum\/timeline\/\" target=\"_blank\" rel=\"noopener noreferrer\">Salvador Dali<\/a>. Stanford&#8217;s Gambhir <a href=\"https:\/\/web.archive.org\/web\/20200413071941\/https:\/\/bioengineeringcommunity.nature.com\/users\/384037-seung-min-park\/posts\/65145-precision-health-toilet-an-upgraded-smart-toilet\" target=\"_blank\" rel=\"noopener noreferrer\">pointed out<\/a> in an interview with <a href=\"https:\/\/bioengineeringcommunity.nature.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Bioengineering<\/a> that Dali\u00a0studied anal creases for his <a href=\"https:\/\/web.archive.org\/web\/20221023042233\/http:\/\/all-art.org\/art_20th_century\/dali-6-7.html\" target=\"_blank\" rel=\"noopener noreferrer\">unconventional erotic art<\/a> (NSFW).<\/em>\r\n\r\n<em>Dr. Gambhir&#8217;s <a href=\"https:\/\/med.stanford.edu\/news\/all-news\/2020\/04\/smart-toilet-monitors-for-signs-of-disease.html\" target=\"_blank\" rel=\"noopener noreferrer\">assurances<\/a> that the health data would be stored with \u201cprivacy protections\u201d in \u201csecure, cloud-based systems.\u201d Followers of the <a href=\"https:\/\/rbach.net\/\" target=\"_blank\" rel=\"noopener noreferrer\">Bach Seat<\/a> know that cloud-based systems is also known as \u201c<a href=\"https:\/\/www.grahamcluley.com\/cloud-someone-elses-computer\/\" target=\"_blank\" rel=\"noopener noreferrer\">somebody else\u2019s computer<\/a>.\u201d That sounds like a bad idea. We know cloud-based storage <a href=\"https:\/\/web.archive.org\/web\/20210418153310\/https:\/\/www.darkreading.com\/attacks-breaches\/lion-air-the-latest-to-get-tripped-up-by-misconfigured-aws-s3-\/d\/d-id\/1335864\" target=\"_blank\" rel=\"noopener noreferrer\">can be very leaky<\/a>. And healthcare systems have come under <a href=\"https:\/\/healthitsecurity.com\/news\/ransomware-attacks-on-healthcare-providers-rose-350-in-q4-2019\" target=\"_blank\" rel=\"noopener noreferrer\">increased attack <\/a><a href=\"https:\/\/www.crowdstrike.com\/blog\/how-threat-hunting-uncovers-covid-19-healthcare-attacks\/\" target=\"_blank\" rel=\"noopener noreferrer\">during the COVID pandemic<\/a>.<\/em>\r\n\r\n<em><a href=\"https:\/\/publicdomainvectors.org\/en\/free-clipart\/FBI-agent-vector-clip-art\/7208.html\" target=\"_blank\" rel=\"noopener noreferrer\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" class=\"alignright wp-image-113450\" title=\"The Feds could track people around coming and going\" src=\"https:\/\/i0.wp.com\/rbach.net\/wp-content\/uploads\/Gman-1.png?resize=90%2C83&#038;ssl=1\" alt=\"The Feds could track people around coming and going\" width=\"90\" height=\"83\" srcset=\"https:\/\/i0.wp.com\/rbach.net\/wp-content\/uploads\/Gman-1.png?resize=150%2C138&amp;ssl=1 150w, https:\/\/i0.wp.com\/rbach.net\/wp-content\/uploads\/Gman-1.png?resize=75%2C69&amp;ssl=1 75w, https:\/\/i0.wp.com\/rbach.net\/wp-content\/uploads\/Gman-1.png?resize=768%2C705&amp;ssl=1 768w, https:\/\/i0.wp.com\/rbach.net\/wp-content\/uploads\/Gman-1.png?w=958&amp;ssl=1 958w\" sizes=\"auto, (max-width: 90px) 100vw, 90px\" \/><\/a>Another problem with the ultra-smart toilet. When the FBI gets hold of this data, they could literally be up in everybody&#8217;s business. The Feds could track people around the world coming and going by adding analprints to their <a href=\"https:\/\/www.eff.org\/press\/releases\/are-your-identification-photos-face-recognition-database\" target=\"_blank\" rel=\"noopener noreferrer\">massive facial recognition surveillance database<\/a>.<\/em>\r\n\r\n<em>Dr. Gambhir is quoted by NakedSecurity,\u00a0<\/em>\r\n<p style=\"text-align: justify; padding-left: 30px;\"><em>We have taken rigorous steps to ensure that all the information is de-identified when it\u2019s sent to the cloud and that the information \u2013 when sent to health care providers \u2013 is protected under [HIPAA],&#8230;\u00a0<\/em><\/p>\r\n<em>NakedSecurity points out that <a href=\"https:\/\/www.nytimes.com\/interactive\/2018\/12\/10\/business\/location-data-privacy-apps.html\" target=\"_blank\" rel=\"noopener noreferrer\">time<\/a> and<a href=\"https:\/\/nakedsecurity.sophos.com\/2015\/02\/12\/the-big-data-picture-just-how-anonymous-are-anonymous-records\/\" target=\"_blank\" rel=\"noopener noreferrer\"> time <\/a>again Big Data can be dissected, compared, and contrasted to draw inferences about individuals. In other words, it\u2019s not hard to <a href=\"https:\/\/www.nature.com\/articles\/s41467-019-10933-3\" target=\"_blank\" rel=\"noopener noreferrer\">re-identify people from anonymized records<\/a>, be they records pertaining to location tracking, faceprints, or now-anuses.<\/em>\r\n\r\n<em>Dr. Gambhir reminds us all that while the Stanford <strong>Precision Health ultra-smart Toile<\/strong> has clear benefits as a diagnostic tool, it should not be a replacement for a doctor.<\/em>\r\n<p style=\"text-align: center;\"><em><strong><a href=\"https:\/\/web.archive.org\/web\/20240728154520\/https:\/\/www.cdc.gov\/coronavirus\/2019-ncov\/prevent-getting-sick\/prevention.html?CDC_AA_refVal=https%3A%2F%2Fwww.cdc.gov%2Fcoronavirus%2F2019-ncov%2Fprepare%2Fprevention.html\" target=\"_blank\" rel=\"noopener noreferrer\">Stay safe out there!<\/a><\/strong><\/em><\/p>\r\n<strong>Related article<\/strong>\r\n<ul>\r\n \t<li><a title=\"Sorry People, No More Long Bathroom Breaks at Work Because of This Toilet\" href=\"https:\/\/web.archive.org\/web\/20210927043642\/https:\/\/interestingengineering.com\/sorry-people-no-more-long-bathroom-breaks-at-work-because-of-this-toilet\" target=\"_blank\" rel=\"noopener noreferrer\">Sorry People, No More Long Bathroom Breaks at Work Because of This Toilet<\/a>\u00a0(<a title=\"Interesting Engineering\" href=\"https:\/\/interestingengineering.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Interesting Engineering<\/a>)<\/li>\r\n<\/ul>\r\n&nbsp;\r\n\r\n<em><a title=\"Ralph Bach\" href=\"https:\/\/rbach.net\/index.php\/new-resume\/\" target=\"_blank\" rel=\"noopener noreferrer\">Ralph Bach<\/a>\u00a0has been in IT long enough to know better and has blogged from his\u00a0<a title=\"Bach Seat\" href=\"https:\/\/rbach.net\/\" target=\"_blank\" rel=\"noopener noreferrer\">Bach Seat<\/a> about IT, careers, and anything else that catches his attention since 2005. You can follow him on <a class=\"broken_link\" href=\"http:\/\/www.linkedin.com\/in\/rb48334\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">LinkedIn<\/a>,\u00a0<a href=\"https:\/\/www.facebook.com\/ralph.bach.14\" target=\"_blank\" rel=\"noopener noreferrer\">Facebook<\/a>,\u00a0and\u00a0<a href=\"https:\/\/twitter.com\/rbach48334\" target=\"_blank\" rel=\"noopener noreferrer\">Twitter<\/a>. Email the Bach Seat\u00a0<a href=\"mailto:\/\/bach.seat@gmail.com\" target=\"_blank\" rel=\"noopener noreferrer\">here<\/a>.<\/em>\r\n\r\n<!-- \/wp:post-content -->","protected":false},"excerpt":{"rendered":"<p>Stanford Internet of Things IoT ultra-smart toilet uses artificial intelligence AI cloud and an app to detect cancer as you go number 1 or number 2 on the throne.<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[832],"tags":[3397,2750,1452,1568,2248,3419,1567,329,832,185,4,3444,2231],"class_list":["post-113817","post","type-post","status-publish","format-standard","hentry","category-internet-of-things","tag-3397","tag-artificial-intelligence","tag-biometrics","tag-cancer","tag-cloud-storage","tag-covid-19","tag-diabetes","tag-healthcare","tag-internet-of-things","tag-privacy","tag-security","tag-stanford","tag-toilet"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/rbach.net\/index.php\/wp-json\/wp\/v2\/posts\/113817","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/rbach.net\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/rbach.net\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/rbach.net\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/rbach.net\/index.php\/wp-json\/wp\/v2\/comments?post=113817"}],"version-history":[{"count":36,"href":"https:\/\/rbach.net\/index.php\/wp-json\/wp\/v2\/posts\/113817\/revisions"}],"predecessor-version":[{"id":131916,"href":"https:\/\/rbach.net\/index.php\/wp-json\/wp\/v2\/posts\/113817\/revisions\/131916"}],"wp:attachment":[{"href":"https:\/\/rbach.net\/index.php\/wp-json\/wp\/v2\/media?parent=113817"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/rbach.net\/index.php\/wp-json\/wp\/v2\/categories?post=113817"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/rbach.net\/index.php\/wp-json\/wp\/v2\/tags?post=113817"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}