{"id":3264,"date":"2026-04-11T14:50:00","date_gmt":"2026-04-11T18:50:00","guid":{"rendered":"https:\/\/ozer.gt\/log\/?p=3264"},"modified":"2026-04-11T15:45:26","modified_gmt":"2026-04-11T19:45:26","slug":"anthropics-advisor-strategy","status":"publish","type":"post","link":"https:\/\/ozer.gt\/log\/2026\/04\/11\/anthropics-advisor-strategy\/","title":{"rendered":"Anthropic&#8217;s advisor strategy"},"content":{"rendered":"<div id='gallery-1' class='gallery galleryid-3264 gallery-columns-2 gallery-size-thumbnail'><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<a href='https:\/\/ozer.gt\/log\/2026\/04\/11\/anthropics-advisor-strategy\/anthropic-advisor-strategy\/'><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/ozer.gt\/log\/wp-content\/uploads\/2026\/04\/anthropic-advisor-strategy-150x150.png\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" \/><\/a>\n\t\t\t<\/div><\/figure><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<a href='https:\/\/ozer.gt\/log\/2026\/04\/11\/anthropics-advisor-strategy\/actor-critic-model-in-ide-2\/'><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/ozer.gt\/log\/wp-content\/uploads\/2026\/04\/actor-critic-model-in-ide-150x150.png\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" srcset=\"https:\/\/ozer.gt\/log\/wp-content\/uploads\/2026\/04\/actor-critic-model-in-ide-150x150.png 150w, https:\/\/ozer.gt\/log\/wp-content\/uploads\/2026\/04\/actor-critic-model-in-ide-300x300.png 300w, https:\/\/ozer.gt\/log\/wp-content\/uploads\/2026\/04\/actor-critic-model-in-ide-1024x1024.png 1024w, https:\/\/ozer.gt\/log\/wp-content\/uploads\/2026\/04\/actor-critic-model-in-ide-768x768.png 768w, https:\/\/ozer.gt\/log\/wp-content\/uploads\/2026\/04\/actor-critic-model-in-ide-1536x1536.png 1536w, https:\/\/ozer.gt\/log\/wp-content\/uploads\/2026\/04\/actor-critic-model-in-ide.png 2048w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\" \/><\/a>\n\t\t\t<\/div><\/figure>\n\t\t<\/div>\n\n<p>Anthropic&#8217;s new Advisor Strategy framework is very promising.<\/p>\n<p>The first image shows how users can now pair a more capable model (like Opus) as a strategic &#8220;Advisor&#8221; with a faster, cheaper model (like Sonnet or Haiku) as the &#8220;Executor&#8221; in a single Claude API call. This mirrors the actor-critic logic: the Executor (actor) invokes the Advisor (critic) as needed, with both operating on a shared context to optimize performance and cost.<\/p>\n<p>The second image is a Nano Banana illustration for <a href=\"https:\/\/ozer.gt\/log\/2025\/12\/30\/claude-code-vs-cursor-vs-others\/\">my year-end reflection on LLM interfaces<\/a>, where I discussed using IDE tools to bridge different model families from multiple providers and benefit from complementary error patterns, a modular take on the same actor-critic setup.<\/p>\n<p>In a modeling workflow, for example, the actor codes for data cleaning, while the critic serves as the reviewer to ensure variables are correctly coded and align with methodological assumptions. Anthropic&#8217;s framework automates this workflow within a single provider.<\/p>\n<p><a href=\"https:\/\/claude.com\/blog\/the-advisor-strategy\" target=\"_blank\" rel=\"noopener\">Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Anthropic&#8217;s new Advisor Strategy framework is very promising. The first image shows how users can now pair a more capable model (like Opus) as a strategic &#8220;Advisor&#8221; with a faster, cheaper model (like Sonnet or Haiku) as the &#8220;Executor&#8221; in a single Claude API call. This mirrors the actor-critic logic: the Executor (actor) invokes the [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"cybocfi_hide_featured_image":"","footnotes":""},"categories":[1],"tags":[],"class_list":["post-3264","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/ozer.gt\/log\/wp-json\/wp\/v2\/posts\/3264","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ozer.gt\/log\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ozer.gt\/log\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ozer.gt\/log\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ozer.gt\/log\/wp-json\/wp\/v2\/comments?post=3264"}],"version-history":[{"count":30,"href":"https:\/\/ozer.gt\/log\/wp-json\/wp\/v2\/posts\/3264\/revisions"}],"predecessor-version":[{"id":3296,"href":"https:\/\/ozer.gt\/log\/wp-json\/wp\/v2\/posts\/3264\/revisions\/3296"}],"wp:attachment":[{"href":"https:\/\/ozer.gt\/log\/wp-json\/wp\/v2\/media?parent=3264"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ozer.gt\/log\/wp-json\/wp\/v2\/categories?post=3264"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ozer.gt\/log\/wp-json\/wp\/v2\/tags?post=3264"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}