{"id":810,"date":"2024-12-20T18:31:00","date_gmt":"2024-12-20T18:31:00","guid":{"rendered":"https:\/\/posse.keithlewiskeithlewis.com\/?p=810"},"modified":"2024-12-20T18:31:00","modified_gmt":"2024-12-20T18:31:00","slug":"let-boilerplate-be-boilerplate-dan-davies","status":"publish","type":"post","link":"https:\/\/posse.keithlewiskeithlewis.com\/index.php\/2024\/12\/20\/let-boilerplate-be-boilerplate-dan-davies\/","title":{"rendered":"\u201cLet boilerplate be boilerplate\u201d &#8211; Dan Davies"},"content":{"rendered":"\n<p>\u201cOne of the tricks used to make transformer neural networks produce more human-sounding output is to introduce a bit of randomness (the \u201ctemperature\u201d parameter), so that they select one of the closest few \u201cnear neighbour\u201d tokens rather than always glomming onto the single smallest vector distance. Consideration of the function of boilerplate immediately shows why that\u2019s problematic \u2013 as well as wasting everyone\u2019s time trying to work out whether a minor change in verbal expression is significant, there\u2019s a constant danger of creating something which actually does have a different effect than the boilerplate and changing contract terms by accident\u201d<\/p>\n\n\n\n<p><a href=\"https:\/\/backofmind.substack.com\/p\/let-boilerplate-be-boilerplate\">https:\/\/backofmind.substack.com\/p\/let-boilerplate-be-boilerplate<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u201cOne of the tricks used to make transformer neural networks produce more human-sounding output is to introduce a bit of randomness (the \u201ctemperature\u201d parameter), so that they select one of the closest few \u201cnear neighbour\u201d tokens rather than always glomming onto the single smallest vector distance. Consideration of the function of boilerplate immediately shows why&hellip;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"webmentions_disabled":false,"footnotes":""},"categories":[15],"tags":[5,3,4,65],"class_list":["post-810","post","type-post","status-publish","format-standard","hentry","category-links_read","tag-extract","tag-linksread","tag-mastodon","tag-rss_source"],"_links":{"self":[{"href":"https:\/\/posse.keithlewiskeithlewis.com\/index.php\/wp-json\/wp\/v2\/posts\/810","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/posse.keithlewiskeithlewis.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/posse.keithlewiskeithlewis.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/posse.keithlewiskeithlewis.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/posse.keithlewiskeithlewis.com\/index.php\/wp-json\/wp\/v2\/comments?post=810"}],"version-history":[{"count":1,"href":"https:\/\/posse.keithlewiskeithlewis.com\/index.php\/wp-json\/wp\/v2\/posts\/810\/revisions"}],"predecessor-version":[{"id":811,"href":"https:\/\/posse.keithlewiskeithlewis.com\/index.php\/wp-json\/wp\/v2\/posts\/810\/revisions\/811"}],"wp:attachment":[{"href":"https:\/\/posse.keithlewiskeithlewis.com\/index.php\/wp-json\/wp\/v2\/media?parent=810"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/posse.keithlewiskeithlewis.com\/index.php\/wp-json\/wp\/v2\/categories?post=810"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/posse.keithlewiskeithlewis.com\/index.php\/wp-json\/wp\/v2\/tags?post=810"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}