{"id":22812,"date":"2023-03-16T02:48:43","date_gmt":"2023-03-16T02:48:43","guid":{"rendered":"http:\/\/allanhardingmackay.ca\/courtpainter\/?p=22812"},"modified":"2023-03-16T02:48:43","modified_gmt":"2023-03-16T02:48:43","slug":"often-a-strange-sinister-place","status":"publish","type":"post","link":"https:\/\/allanhardingmackay.ca\/courtpainter\/?p=22812","title":{"rendered":"Often a strange &#038; sinister place&#8230;"},"content":{"rendered":"\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\"><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/allanhardingmackay.ca\/courtpainter\/wp-content\/uploads\/2023\/03\/Court-Painter-AI3-1.jpg\" alt=\"\" class=\"wp-image-22821\" width=\"900\" height=\"717\" srcset=\"https:\/\/allanhardingmackay.ca\/courtpainter\/wp-content\/uploads\/2023\/03\/Court-Painter-AI3-1.jpg 900w, https:\/\/allanhardingmackay.ca\/courtpainter\/wp-content\/uploads\/2023\/03\/Court-Painter-AI3-1-300x239.jpg 300w, https:\/\/allanhardingmackay.ca\/courtpainter\/wp-content\/uploads\/2023\/03\/Court-Painter-AI3-1-768x612.jpg 768w\" sizes=\"auto, (max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 1362px) 62vw, 840px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><em>Court Painter thought Artificial Intelligence was too long for viewers to read so he went with AI<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Pulled from GPT-4 &#8216;s introduction text<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>We\u2019ve created GPT-4, the latest milestone in OpenAI\u2019s effort in scaling up deep learning. GPT-4 is a large multimodal model (accepting image and text inputs, emitting text outputs) that, while less capable than humans in many real-world scenarios, exhibits human-level performance on various professional and academic benchmarks.<\/li>\n\n\n\n<li><strong>Limitations<\/strong><\/li>\n\n\n\n<li>Despite its capabilities, GPT-4 has similar limitations as earlier GPT models. Most importantly, it still is not fully reliable (it \u201challucinates\u201d facts and makes reasoning errors). Great care should be taken when using language model outputs, particularly in high-stakes contexts, with the exact protocol (such as human review, grounding with additional context, or avoiding high-stakes uses altogether) matching the needs of a specific use-case.<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/allanhardingmackay.ca\/courtpainter\/wp-content\/uploads\/2023\/03\/Court-Painter-AI-.jpg\" alt=\"\" class=\"wp-image-22818\" width=\"1000\" height=\"540\" srcset=\"https:\/\/allanhardingmackay.ca\/courtpainter\/wp-content\/uploads\/2023\/03\/Court-Painter-AI-.jpg 1000w, https:\/\/allanhardingmackay.ca\/courtpainter\/wp-content\/uploads\/2023\/03\/Court-Painter-AI--300x162.jpg 300w, https:\/\/allanhardingmackay.ca\/courtpainter\/wp-content\/uploads\/2023\/03\/Court-Painter-AI--768x415.jpg 768w\" sizes=\"auto, (max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 1362px) 62vw, 840px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">&#8212;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The following excerpted from   <a href=\"https:\/\/www.theatlantic.com\/category\/daily\/\">THE ATLANTIC DAILY<\/a> article March 15\/23<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Don\u2019t Be Misled by GPT-4\u2019s Gift of Gab<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Open AI\u2019s new language program reveals a flaw in society\u2019s understanding of \u201csmart.\u201dBy&nbsp;<a href=\"https:\/\/www.theatlantic.com\/author\/kelli-maria-korducki\/\">Kelli Mar\u00eda Korducki<\/a><\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">&#8220;It\u2019s also worth remembering that the internet is a strange and often sinister place, and <strong>its darkest crevasses contain some of the raw material that\u2019s training GPT-4 and similar AI tools.&#8221;<\/strong> <\/p>\n<\/blockquote>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/allanhardingmackay.ca\/courtpainter\/wp-content\/uploads\/2023\/03\/Court-Painter-AI-2.jpg\" alt=\"\" class=\"wp-image-22817\" width=\"1000\" height=\"663\" srcset=\"https:\/\/allanhardingmackay.ca\/courtpainter\/wp-content\/uploads\/2023\/03\/Court-Painter-AI-2.jpg 1000w, https:\/\/allanhardingmackay.ca\/courtpainter\/wp-content\/uploads\/2023\/03\/Court-Painter-AI-2-300x199.jpg 300w, https:\/\/allanhardingmackay.ca\/courtpainter\/wp-content\/uploads\/2023\/03\/Court-Painter-AI-2-768x509.jpg 768w\" sizes=\"auto, (max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 1362px) 62vw, 840px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">==<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">As Matteo Wong detailed:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Microsoft\u2019s original chatbot, named Tay and released in 2016, became&nbsp;<a href=\"https:\/\/na01.safelinks.protection.outlook.com\/?url=https%3A%2F%2Flink.theatlantic.com%2Fclick%2F30849109.760051%2FaHR0cHM6Ly93d3cudGhldmVyZ2UuY29tLzIwMTYvMy8yNC8xMTI5NzA1MC90YXktbWljcm9zb2Z0LWNoYXRib3QtcmFjaXN0P3V0bV9zb3VyY2U9bmV3c2xldHRlciZ1dG1fbWVkaXVtPWVtYWlsJnV0bV9jYW1wYWlnbj1hdGxhbnRpYy1kYWlseS1uZXdzbGV0dGVyJnV0bV9jb250ZW50PTIwMjMwMzE1%2F63a1b8f21cb219a9580f6aebB24a96111&amp;data=05%7C01%7C%7C14920dc1f33149010eaa08db25aadf02%7C84df9e7fe9f640afb435aaaaaaaaaaaa%7C1%7C0%7C638145188049128501%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&amp;sdata=lroJpptFHljm80yH4GS6GhnUIJ4duBFwr9TypVkpusI%3D&amp;reserved=0\" target=\"_blank\" rel=\"noreferrer noopener\">misogynistic and racist, and was quickly discontinued<\/a>. Last year, Meta\u2019s BlenderBot AI rehashed&nbsp;<a href=\"https:\/\/na01.safelinks.protection.outlook.com\/?url=https%3A%2F%2Flink.theatlantic.com%2Fclick%2F30849109.760051%2FaHR0cHM6Ly93d3cuYmxvb21iZXJnLmNvbS9uZXdzL2FydGljbGVzLzIwMjItMDgtMDgvbWV0YS1zLWFpLWNoYXRib3QtcmVwZWF0cy1lbGVjdGlvbi1hbmQtYW50aS1zZW1pdGljLWNvbnNwaXJhY2llcz91dG1fc291cmNlPW5ld3NsZXR0ZXImdXRtX21lZGl1bT1lbWFpbCZ1dG1fY2FtcGFpZ249YXRsYW50aWMtZGFpbHktbmV3c2xldHRlciZ1dG1fY29udGVudD0yMDIzMDMxNQ%2F63a1b8f21cb219a9580f6aebBf6d66d2c&amp;data=05%7C01%7C%7C14920dc1f33149010eaa08db25aadf02%7C84df9e7fe9f640afb435aaaaaaaaaaaa%7C1%7C0%7C638145188049128501%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&amp;sdata=o8DYXvNx%2BwG8JHw7xakoDIsKcTkzgCWPOpDwRfoOy6c%3D&amp;reserved=0\" target=\"_blank\" rel=\"noreferrer noopener\">anti-Semitic<\/a>&nbsp;conspiracies, and soon after that, the company\u2019s&nbsp;<a href=\"https:\/\/na01.safelinks.protection.outlook.com\/?url=https%3A%2F%2Flink.theatlantic.com%2Fclick%2F30849109.760051%2FaHR0cHM6Ly93d3cudGVjaG5vbG9neXJldmlldy5jb20vMjAyMi8xMS8xOC8xMDYzNDg3L21ldGEtbGFyZ2UtbGFuZ3VhZ2UtbW9kZWwtYWktb25seS1zdXJ2aXZlZC10aHJlZS1kYXlzLWdwdC0zLXNjaWVuY2UvP3V0bV9zb3VyY2U9bmV3c2xldHRlciZ1dG1fbWVkaXVtPWVtYWlsJnV0bV9jYW1wYWlnbj1hdGxhbnRpYy1kYWlseS1uZXdzbGV0dGVyJnV0bV9jb250ZW50PTIwMjMwMzE1%2F63a1b8f21cb219a9580f6aebB46a72197&amp;data=05%7C01%7C%7C14920dc1f33149010eaa08db25aadf02%7C84df9e7fe9f640afb435aaaaaaaaaaaa%7C1%7C0%7C638145188049128501%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&amp;sdata=bYEAQSJVxr%2FVdi8Kd0HFBQlx7iMz5WAsXu9lgx%2Bnhqs%3D&amp;reserved=0\" target=\"_blank\" rel=\"noreferrer noopener\">Galactica<\/a>\u2014a model intended to assist in writing scientific papers\u2014was found to be prejudiced and prone to inventing information (Meta took it down within three days). GPT-2 displayed&nbsp;<a href=\"https:\/\/na01.safelinks.protection.outlook.com\/?url=https%3A%2F%2Flink.theatlantic.com%2Fclick%2F30849109.760051%2FaHR0cHM6Ly9hY2xhbnRob2xvZ3kub3JnL0QxOS0xMzM5LnBkZj91dG1fc291cmNlPW5ld3NsZXR0ZXImdXRtX21lZGl1bT1lbWFpbCZ1dG1fY2FtcGFpZ249YXRsYW50aWMtZGFpbHktbmV3c2xldHRlciZ1dG1fY29udGVudD0yMDIzMDMxNQ%2F63a1b8f21cb219a9580f6aebB383ce214&amp;data=05%7C01%7C%7C14920dc1f33149010eaa08db25aadf02%7C84df9e7fe9f640afb435aaaaaaaaaaaa%7C1%7C0%7C638145188049128501%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&amp;sdata=iaASi0V2y8dRu2eomr8kQpbzEmCcQwdng5nF1RR%2FIk0%3D&amp;reserved=0\" target=\"_blank\" rel=\"noreferrer noopener\">bias against women<\/a>, queer people, and other demographic groups; GPT-3 said&nbsp;<a href=\"https:\/\/na01.safelinks.protection.outlook.com\/?url=https%3A%2F%2Flink.theatlantic.com%2Fclick%2F30849109.760051%2FaHR0cHM6Ly93d3cud2lyZWQuY29tL3N0b3J5L2VmZm9ydHMtbWFrZS10ZXh0LWFpLWxlc3MtcmFjaXN0LXRlcnJpYmxlLz91dG1fc291cmNlPW5ld3NsZXR0ZXImdXRtX21lZGl1bT1lbWFpbCZ1dG1fY2FtcGFpZ249YXRsYW50aWMtZGFpbHktbmV3c2xldHRlciZ1dG1fY29udGVudD0yMDIzMDMxNQ%2F63a1b8f21cb219a9580f6aebB64513dc3&amp;data=05%7C01%7C%7C14920dc1f33149010eaa08db25aadf02%7C84df9e7fe9f640afb435aaaaaaaaaaaa%7C1%7C0%7C638145188049128501%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&amp;sdata=BnhZXFPK5mxp4hjOCA9HMgPXUNqCcTnXzdFZjmATITY%3D&amp;reserved=0\" target=\"_blank\" rel=\"noreferrer noopener\">racist<\/a>&nbsp;and sexist things; and ChatGPT was accused of making similarly toxic&nbsp;<a href=\"https:\/\/na01.safelinks.protection.outlook.com\/?url=https%3A%2F%2Flink.theatlantic.com%2Fclick%2F30849109.760051%2FaHR0cHM6Ly93d3cudGhlYXRsYW50aWMuY29tL3RlY2hub2xvZ3kvYXJjaGl2ZS8yMDIyLzEyL29wZW5haS1jaGF0Z3B0LWNoYXRib3QtbWVzc2FnZXMvNjcyNDExLz91dG1fc291cmNlPW5ld3NsZXR0ZXImdXRtX21lZGl1bT1lbWFpbCZ1dG1fY2FtcGFpZ249YXRsYW50aWMtZGFpbHktbmV3c2xldHRlciZ1dG1fY29udGVudD0yMDIzMDMxNQ%2F63a1b8f21cb219a9580f6aebBa0a25167&amp;data=05%7C01%7C%7C14920dc1f33149010eaa08db25aadf02%7C84df9e7fe9f640afb435aaaaaaaaaaaa%7C1%7C0%7C638145188049128501%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&amp;sdata=LlShexoWOIl2%2FRgBDDCDXKQ62Ornf4qB6tEHX2H6Dik%3D&amp;reserved=0\" target=\"_blank\" rel=\"noreferrer noopener\">comments<\/a>. OpenAI tried and failed to fix the problem each time. New Bing, which runs a version of GPT-4, has written its own share of disturbing and offensive text\u2014teaching children&nbsp;<a href=\"https:\/\/na01.safelinks.protection.outlook.com\/?url=https%3A%2F%2Flink.theatlantic.com%2Fclick%2F30849109.760051%2FaHR0cHM6Ly93d3cucGN3b3JsZC5jb20vYXJ0aWNsZS8xNTA3NTEyL21pY3Jvc29mdHMtbmV3LWFpLWJpbmctdGF1Z2h0LW15LXNvbi1ldGhuaWMtc2x1cnMtYW5kLWltLWhvcnJpZmllZC5odG1sP3V0bV9zb3VyY2U9bmV3c2xldHRlciZ1dG1fbWVkaXVtPWVtYWlsJnV0bV9jYW1wYWlnbj1hdGxhbnRpYy1kYWlseS1uZXdzbGV0dGVyJnV0bV9jb250ZW50PTIwMjMwMzE1%2F63a1b8f21cb219a9580f6aebB08e4fcef&amp;data=05%7C01%7C%7C14920dc1f33149010eaa08db25aadf02%7C84df9e7fe9f640afb435aaaaaaaaaaaa%7C1%7C0%7C638145188049128501%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&amp;sdata=UuQO4HrEpd09nzTiEd4tapaTrIoIkz%2BEyK%2BSx27sevg%3D&amp;reserved=0\" target=\"_blank\" rel=\"noreferrer noopener\">ethnic slurs<\/a>, promoting&nbsp;<a href=\"https:\/\/na01.safelinks.protection.outlook.com\/?url=https%3A%2F%2Flink.theatlantic.com%2Fclick%2F30849109.760051%2FaHR0cHM6Ly9naXptb2RvLmNvbS9haS1iaW5nLW1pY3Jvc29mdC1jaGF0Z3B0LWhlaWwtaGl0bGVyLXByb21wdC1nb29nbGUtMTg1MDEwOTM2Mj91dG1fc291cmNlPW5ld3NsZXR0ZXImdXRtX21lZGl1bT1lbWFpbCZ1dG1fY2FtcGFpZ249YXRsYW50aWMtZGFpbHktbmV3c2xldHRlciZ1dG1fY29udGVudD0yMDIzMDMxNQ%2F63a1b8f21cb219a9580f6aebB44a5da8b&amp;data=05%7C01%7C%7C14920dc1f33149010eaa08db25aadf02%7C84df9e7fe9f640afb435aaaaaaaaaaaa%7C1%7C0%7C638145188049284764%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&amp;sdata=0l9jXbr8NwDdROeTCU5pCNRewLeMx6M%2B2ciUDPs7WFQ%3D&amp;reserved=0\" target=\"_blank\" rel=\"noreferrer noopener\">Nazi slogans<\/a>,&nbsp;<a href=\"https:\/\/na01.safelinks.protection.outlook.com\/?url=https%3A%2F%2Flink.theatlantic.com%2Fclick%2F30849109.760051%2FaHR0cHM6Ly93d3cudGhlYXRsYW50aWMuY29tL3RlY2hub2xvZ3kvYXJjaGl2ZS8yMDIzLzAzL2FpLWNoYXRib3RzLWxhcmdlLWxhbmd1YWdlLW1vZGVsLW1pc2luZm9ybWF0aW9uLzY3MzM3Ni8_dXRtX3NvdXJjZT1uZXdzbGV0dGVyJnV0bV9tZWRpdW09ZW1haWwmdXRtX2NhbXBhaWduPWF0bGFudGljLWRhaWx5LW5ld3NsZXR0ZXImdXRtX2NvbnRlbnQ9MjAyMzAzMTU%2F63a1b8f21cb219a9580f6aebBa5f0f09b&amp;data=05%7C01%7C%7C14920dc1f33149010eaa08db25aadf02%7C84df9e7fe9f640afb435aaaaaaaaaaaa%7C1%7C0%7C638145188049284764%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&amp;sdata=iJ0ZkJRGDtqRgJ8zAUIdMDVU4%2BNlHqIbMDtCynpND%2Fk%3D&amp;reserved=0\" target=\"_blank\" rel=\"noreferrer noopener\">inventing<\/a>&nbsp;scientific theories.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Court Painter thought Artificial Intelligence was too long for viewers to read so he went with AI Pulled from GPT-4 &#8216;s introduction text &#8212; The following excerpted from THE ATLANTIC DAILY article March 15\/23 Don\u2019t Be Misled by GPT-4\u2019s Gift of Gab Open AI\u2019s new language program reveals a flaw in society\u2019s understanding of \u201csmart.\u201dBy&nbsp;Kelli &hellip; <a href=\"https:\/\/allanhardingmackay.ca\/courtpainter\/?p=22812\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Often a strange &#038; sinister place&#8230;&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"gallery","meta":{"footnotes":""},"categories":[6],"tags":[],"class_list":["post-22812","post","type-post","status-publish","format-gallery","hentry","category-images","post_format-post-format-gallery"],"_links":{"self":[{"href":"https:\/\/allanhardingmackay.ca\/courtpainter\/index.php?rest_route=\/wp\/v2\/posts\/22812","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/allanhardingmackay.ca\/courtpainter\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/allanhardingmackay.ca\/courtpainter\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/allanhardingmackay.ca\/courtpainter\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/allanhardingmackay.ca\/courtpainter\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=22812"}],"version-history":[{"count":7,"href":"https:\/\/allanhardingmackay.ca\/courtpainter\/index.php?rest_route=\/wp\/v2\/posts\/22812\/revisions"}],"predecessor-version":[{"id":22823,"href":"https:\/\/allanhardingmackay.ca\/courtpainter\/index.php?rest_route=\/wp\/v2\/posts\/22812\/revisions\/22823"}],"wp:attachment":[{"href":"https:\/\/allanhardingmackay.ca\/courtpainter\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=22812"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/allanhardingmackay.ca\/courtpainter\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=22812"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/allanhardingmackay.ca\/courtpainter\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=22812"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}