{"id":234656,"date":"2026-04-05T22:11:53","date_gmt":"2026-04-06T03:11:53","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2026\/04\/natural-protein-sequences-represent-only-a-fraction-of-whats-theoretically-possible"},"modified":"2026-04-05T22:11:53","modified_gmt":"2026-04-06T03:11:53","slug":"natural-protein-sequences-represent-only-a-fraction-of-whats-theoretically-possible","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2026\/04\/natural-protein-sequences-represent-only-a-fraction-of-whats-theoretically-possible","title":{"rendered":"Natural protein sequences represent only a fraction of what\u2019s theoretically possible"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/natural-protein-sequences-represent-only-a-fraction-of-whats-theoretically-possible2.jpg\"><\/a><\/p>\n<p>The limitations imposed by evolution have implications for AI tools trained on existing sequences and de novo protein design<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The limitations imposed by evolution have implications for AI tools trained on existing sequences and de novo protein design<\/p>\n","protected":false},"author":662,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[],"class_list":["post-234656","post","type-post","status-publish","format-standard","hentry","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/234656","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/662"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=234656"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/234656\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=234656"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=234656"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=234656"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}