{"id":78771,"date":"2024-08-30T13:30:21","date_gmt":"2024-08-30T11:30:21","guid":{"rendered":"https:\/\/schaltzeit.com\/?p=78771"},"modified":"2026-09-26T23:31:06","modified_gmt":"2026-09-26T21:31:06","slug":"project-strawberry-und-der-strawberry-test","status":"publish","type":"post","link":"https:\/\/schaltzeit.com\/en\/project-strawberry-and-the-strawberry-test\/","title":{"rendered":"Project Strawberry and the strawberry test"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"78771\" class=\"elementor elementor-78771\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-295be4e e-con-full e-flex e-con e-parent\" data-id=\"295be4e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e06a6ea elementor-widget elementor-widget-heading\" data-id=\"e06a6ea\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Challenges and opportunities for the future of AI<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-036bf7d elementor-widget elementor-widget-theme-post-excerpt\" data-id=\"036bf7d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-excerpt.default\">\n\t\t\t\t\tThe development of artificial intelligence (AI) is advancing in leaps and bounds. Yet even the most advanced large language models (LLMs) keep running into unexpected limits. \t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-49d8c54 elementor-widget elementor-widget-text-editor\" data-id=\"49d8c54\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tA striking example of this is the Strawberry Test \u2013 a seemingly simple but revealing challenge that clearly exposes the weaknesses of current AI systems. Such tests matter not only to developers but to anyone who relies on AI-based solutions and needs to question their reliability and accuracy.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-678a1ef elementor-widget elementor-widget-heading\" data-id=\"678a1ef\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">The Strawberry Test: a stumbling block for LLMs<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5479294 elementor-widget elementor-widget-text-editor\" data-id=\"5479294\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tThe Strawberry Test confronts LLMs with a simple question: \u201cHow many letters \u2018r\u2019 are in the word \u2018strawberry\u2019?\u201d For humans, the answer is obvious: three. Many LLMs, however, fail and wrongly answer \u201ctwo.\u201d This seemingly trivial problem reveals a fundamental weakness: while LLMs can generate impressive texts and grasp complex relationships, they often fail at simple, precise tasks. The Strawberry Test shows us that these models still need considerable improvement to sharpen their attention to detail and logical reasoning \u2013 an essential prerequisite for becoming reliable tools across a wide range of applications.\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-92a2ecc e-flex e-con-boxed e-con e-child\" data-id=\"92a2ecc\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-7d1f2951 e-con-full e-flex e-con e-child\" data-id=\"7d1f2951\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-37470f41 e-flex e-con-boxed e-con e-child\" data-id=\"37470f41\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-50442d1f elementor-widget elementor-widget-image\" data-id=\"50442d1f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/schaltzeit.com\/wp-content\/uploads\/2024\/08\/240816-strawberry-Test2_web-1024x1024.png\" class=\"attachment-large size-large wp-image-78804\" alt=\"\" srcset=\"https:\/\/schaltzeit.com\/wp-content\/uploads\/2024\/08\/240816-strawberry-Test2_web-1024x1024.png 1024w, https:\/\/schaltzeit.com\/wp-content\/uploads\/2024\/08\/240816-strawberry-Test2_web-300x300.png 300w, https:\/\/schaltzeit.com\/wp-content\/uploads\/2024\/08\/240816-strawberry-Test2_web-150x150.png 150w, https:\/\/schaltzeit.com\/wp-content\/uploads\/2024\/08\/240816-strawberry-Test2_web-768x768.png 768w, https:\/\/schaltzeit.com\/wp-content\/uploads\/2024\/08\/240816-strawberry-Test2_web-12x12.png 12w, https:\/\/schaltzeit.com\/wp-content\/uploads\/2024\/08\/240816-strawberry-Test2_web.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" title=\"\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-319f1aa8 elementor-widget elementor-widget-text-editor\" data-id=\"319f1aa8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tNumbers and counting should really be child\u2019s play for AI, yet what sounds simple \u2013 counting the number of letters \u201cr\u201d in the word \u201cstrawberry\u201d \u2013 poses a real challenge for many advanced models. \t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-14e0f25f e-con-full e-flex e-con e-child\" data-id=\"14e0f25f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-00705e7 elementor-widget elementor-widget-heading\" data-id=\"00705e7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">OpenAI\u2019s strategy: from theory to practice<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cf86d62 elementor-widget elementor-widget-text-editor\" data-id=\"cf86d62\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tOpenAI is pursuing a long-term development strategy based on a five-level AI scale. The current focus is on reaching level 2 \u2013 the \u201cReasoner.\u201d At this level, AI models should not only understand texts but also apply logic and solve problems at a human-like level. The further levels range from Strategist (level 3), where the AI makes strategic decisions, to Autonomous Agent (level 4), which acts without human supervision, all the way to Superintelligence (level 5), a hypothetical AI that surpasses all human cognitive abilities.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2648f45 elementor-widget elementor-widget-heading\" data-id=\"2648f45\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Project Strawberry and Orion: OpenAI\u2019s next steps<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-14bc30a elementor-widget elementor-widget-text-editor\" data-id=\"14bc30a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tTo reach the next level of AI development, OpenAI has launched two major projects: Project Strawberry and the Orion model. Project Strawberry, announced for fall 2024, focuses on improving the capabilities of LLMs, particularly with regard to precise logical reasoning and exact problem solving. The goal is to create AI systems that are better prepared for challenges like the Strawberry Test and can handle similar tasks precisely. OpenAI has chosen a clever marketing strategy to spark interest in these new models: images of strawberries have been popping up more and more on social media, subtly hinting at the upcoming Project Strawberry. This has given the community plenty to talk about.\nBut the marketing goes even further. OpenAI reposted an image of the Orion constellation with the text \u201cLet\u2019s conquer the cosmos,\u201d clearly alluding to the Orion model. The Orion model is expected to integrate contextual and reasoning-based capabilities more deeply, ushering in a new era of AI development. While Project Strawberry is meant to bring short-term improvements to existing models, the Orion model could be seen as a long-term evolutionary step \u2013 with the potential to fundamentally change our understanding of AI and how it can be applied.\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7f16c23 elementor-widget elementor-widget-text-editor\" data-id=\"7f16c23\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Industry insiders also report that the Strawberry model was presented to high-ranking government agencies before its official release in order to demonstrate its capabilities and possibly secure regulatory support. This step shows how serious OpenAI is about introducing models that work more precisely and logically than their predecessors, and underlines how much importance the company attaches to trust in its AI systems.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-28ec4701 e-flex e-con-boxed e-con e-child\" data-id=\"28ec4701\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-180d7285 e-flex e-con-boxed e-con e-child\" data-id=\"180d7285\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7c37d00a elementor-widget elementor-widget-image\" data-id=\"7c37d00a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"565\" height=\"1024\" src=\"https:\/\/schaltzeit.com\/wp-content\/uploads\/2024\/08\/Sam_altmann-565x1024.png\" class=\"attachment-large size-large wp-image-78814\" alt=\"\" srcset=\"https:\/\/schaltzeit.com\/wp-content\/uploads\/2024\/08\/Sam_altmann-565x1024.png 565w, https:\/\/schaltzeit.com\/wp-content\/uploads\/2024\/08\/Sam_altmann-165x300.png 165w, https:\/\/schaltzeit.com\/wp-content\/uploads\/2024\/08\/Sam_altmann-768x1393.png 768w, https:\/\/schaltzeit.com\/wp-content\/uploads\/2024\/08\/Sam_altmann-7x12.png 7w, https:\/\/schaltzeit.com\/wp-content\/uploads\/2024\/08\/Sam_altmann.png 800w\" sizes=\"(max-width: 565px) 100vw, 565px\" title=\"\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3b692bf elementor-widget elementor-widget-text-editor\" data-id=\"3b692bf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>i love summer in the garden <a href=\"https:\/\/x.com\/sama\/status\/1821207141635780938\" rel=\"nofollow\">\u00a9 Sam Altman on X<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2dbc20bc e-flex e-con-boxed e-con e-child\" data-id=\"2dbc20bc\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-51af291d elementor-widget elementor-widget-image\" data-id=\"51af291d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"567\" height=\"1024\" src=\"https:\/\/schaltzeit.com\/wp-content\/uploads\/2024\/08\/jimmy_apples-567x1024.png\" class=\"attachment-large size-large wp-image-78813\" alt=\"\" srcset=\"https:\/\/schaltzeit.com\/wp-content\/uploads\/2024\/08\/jimmy_apples-567x1024.png 567w, https:\/\/schaltzeit.com\/wp-content\/uploads\/2024\/08\/jimmy_apples-166x300.png 166w, https:\/\/schaltzeit.com\/wp-content\/uploads\/2024\/08\/jimmy_apples-768x1387.png 768w, https:\/\/schaltzeit.com\/wp-content\/uploads\/2024\/08\/jimmy_apples-7x12.png 7w, https:\/\/schaltzeit.com\/wp-content\/uploads\/2024\/08\/jimmy_apples.png 800w\" sizes=\"(max-width: 567px) 100vw, 567px\" title=\"\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2ccf4a2 elementor-widget elementor-widget-text-editor\" data-id=\"2ccf4a2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Let\u2019s conquer the cosmos. <a href=\"https:\/\/x.com\/apples_jimmy\/status\/1728239862346903924\" rel=\"nofollow\">\u00a9 Jimmy Altmann on X<\/a><\/p><p>\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-19bd0be elementor-widget elementor-widget-heading\" data-id=\"19bd0be\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Why this matters to us as a foresight consultancy and platform developer<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ec4abeb elementor-widget elementor-widget-text-editor\" data-id=\"ec4abeb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tFor us as a foresight consultancy and platform developer, these advances are of particular importance. The growing integration of AI models into digital platforms and applications requires reliable and precise LLMs. Improvements through Project Strawberry and Orion could make our platforms more powerful and significantly improve specific use cases in futures studies, market analysis or customer service. These developments open up decisive opportunities to create innovative, AI-powered tools that effectively master complex challenges.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5605851 elementor-widget elementor-widget-heading\" data-id=\"5605851\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Conclusion: a look into the future of AI<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-491871e elementor-widget elementor-widget-text-editor\" data-id=\"491871e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>The announcement of Project Strawberry and the Orion model marks a turning point in AI development. It shows that the industry has reached a point where it aims not only to solve complex tasks but also to address the fundamental weaknesses of current LLMs. For us, this means the future remains exciting and full of possibilities. The coming advances could soon bring us models that are more precise, more contextually informed and able to overcome hurdles that were previously insurmountable. This is a development that we, as foresight experts and platform developers, will be watching closely.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-19e36da elementor-widget elementor-widget-text-editor\" data-id=\"19e36da\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"caret-color: #4b4f58; color: #4b4f58; font-size: 17px; font-style: normal;\">Sources &amp; further reading on the topic\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-877187b elementor-widget elementor-widget-text-editor\" data-id=\"877187b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul><li><a href=\"https:\/\/www.theinformation.com\/articles\/openai-races-to-launch-strawberry-reasoning-ai-to-boost-chatbot-business\" rel=\"nofollow noopener\" target=\"_blank\">The Information (2024). OpenAI Shows &#8218;Strawberry&#8216; AI to the Feds and Uses It to Develop &#8218;Orion&#8216;.<\/a><\/li><li><a href=\"https:\/\/www.theinformation.com\/articles\/openai-races-to-launch-strawberry-reasoning-ai-to-boost-chatbot-business\" rel=\"nofollow noopener\" target=\"_blank\"><span style=\"font-size: 17px; text-align: var(--text-align);\">The Information (2024). OpenAI Races to Launch &#8218;Strawberry&#8216; Reasoning AI to Boost Chatbot Business.<\/span><\/a><\/li><li><a href=\"https:\/\/community.openai.com\/t\/incorrect-count-of-r-characters-in-the-word-strawberry\/829618\" rel=\"nofollow noopener\" target=\"_blank\"><span style=\"font-size: 17px; text-align: var(--text-align);\">OpenAI Community (2024). Incorrect Count of &#8218;R&#8216; Characters in the Word &#8218;Strawberry&#8216;.<\/span><\/a><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a4b87d0 e-flex e-con-boxed e-con e-parent\" data-id=\"a4b87d0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b64683b e-flex e-con-boxed e-con e-parent\" data-id=\"b64683b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>The development of artificial intelligence (AI) is advancing in leaps and bounds. Yet even the most advanced large language models (LLMs) keep running into unexpected limits. <\/p>","protected":false},"author":21,"featured_media":78825,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":"","_ppma_block_editor_authors":""},"categories":[21],"tags":[],"ppma_author":[311],"class_list":["post-78771","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technology-trends"],"acf":[],"authors":[{"term_id":311,"user_id":21,"is_guest":0,"slug":"lucasbuchaeuersz","display_name":"Lucas Buchauer","avatar_url":"http:\/\/schaltzeit.com\/wp-content\/uploads\/2022\/10\/lb_avatar-96x96.jpg","author_category":"","first_name":"Lucas","user_url":"","job_title":"","description":"After completing his Master\u2019s in Futures Studies at Freie Universit\u00e4t Berlin, Lucas joined Schaltzeit\u2019s Foresight &amp; Ideation team. He is passionate about developing AI applications for foresight and idea generation and gets our internal processes up to speed. He brings his experience in futures studies and in developing innovative methods to a wide range of projects, actively shaping the future through participatory processes. For him, the future starts today, and he loves showing how to drive it forward with innovative ideas."}],"_links":{"self":[{"href":"https:\/\/schaltzeit.com\/en\/wp-json\/wp\/v2\/posts\/78771","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/schaltzeit.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/schaltzeit.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/schaltzeit.com\/en\/wp-json\/wp\/v2\/users\/21"}],"replies":[{"embeddable":true,"href":"https:\/\/schaltzeit.com\/en\/wp-json\/wp\/v2\/comments?post=78771"}],"version-history":[{"count":1,"href":"https:\/\/schaltzeit.com\/en\/wp-json\/wp\/v2\/posts\/78771\/revisions"}],"predecessor-version":[{"id":98880,"href":"https:\/\/schaltzeit.com\/en\/wp-json\/wp\/v2\/posts\/78771\/revisions\/98880"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/schaltzeit.com\/en\/wp-json\/wp\/v2\/media\/78825"}],"wp:attachment":[{"href":"https:\/\/schaltzeit.com\/en\/wp-json\/wp\/v2\/media?parent=78771"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/schaltzeit.com\/en\/wp-json\/wp\/v2\/categories?post=78771"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/schaltzeit.com\/en\/wp-json\/wp\/v2\/tags?post=78771"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/schaltzeit.com\/en\/wp-json\/wp\/v2\/ppma_author?post=78771"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}