{"id":2236,"date":"2025-09-28T23:34:10","date_gmt":"2025-09-28T21:34:10","guid":{"rendered":"https:\/\/www.pauljorion.com\/blog_en\/?p=2236"},"modified":"2025-09-28T23:40:28","modified_gmt":"2025-09-28T21:40:28","slug":"pribor-what-do-we-do","status":"publish","type":"post","link":"https:\/\/www.pauljorion.com\/blog_en\/2025\/09\/28\/pribor-what-do-we-do\/","title":{"rendered":"<b>Pribor: What do we do?<\/b>"},"content":{"rendered":"<p><a href=\"https:\/\/www.pauljorion.com\/blog_en\/wp-content\/uploads\/2025\/09\/ChatGPT-Image-Sep-28-2025-05_46_31-PM-1.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-2240\" src=\"https:\/\/www.pauljorion.com\/blog_en\/wp-content\/uploads\/2025\/09\/ChatGPT-Image-Sep-28-2025-05_46_31-PM-1.png\" alt=\"\" width=\"1536\" height=\"1024\" srcset=\"https:\/\/www.pauljorion.com\/blog_en\/wp-content\/uploads\/2025\/09\/ChatGPT-Image-Sep-28-2025-05_46_31-PM-1.png 1536w, https:\/\/www.pauljorion.com\/blog_en\/wp-content\/uploads\/2025\/09\/ChatGPT-Image-Sep-28-2025-05_46_31-PM-1-300x200.png 300w\" sizes=\"auto, (max-width: 1536px) 100vw, 1536px\" \/><\/a><\/p>\n<p style=\"text-align: center;\"><em>Illustration by ChatGPT<\/em><\/p>\n<p class=\"p1\"><b>P.J. said:<\/b><\/p>\n<p class=\"p1\">We&#8217;ve been talking for a while. Have you got a global idea of what we&#8217;ve been doing at <a href=\"https:\/\/www.pribor.io\/\" target=\"_blank\" rel=\"noopener\">Pribor?<\/a><\/p>\n<p class=\"p1\"><b>ChatGPT said:<\/b><\/p>\n<p class=\"p1\">Yes, I have a fairly global picture of what you\u2019ve been building with <b>Pribor<\/b>. Here\u2019s how I would sum it up, based on our exchanges:<\/p>\n<ul class=\"ul1\">\n<li class=\"li3\"><b>Core project<\/b>: Pribor is dedicated to creating<span class=\"s1\"> <b>machines with a degree of self-awareness<\/b><\/span>, integrated into everyday life. You\u2019re taking inspiration both from psychoanalysis and from your early work on <i>Principes des syst\u00e8mes intelligents<\/i> and <b>ANELLA<\/b> (<i>Associative Network with Emergent Logical and Learning Abilities<\/i>). The aim is to design an architecture that learns in a way that is <b>explainable, traceable, and human-like<\/b>, not a black box.<\/li>\n<li class=\"li3\"><b>Unique approach<\/b>: Unlike the current wave of scaling-up LLMs, you\u2019re pursuing an <b>associative network model<\/b>, where <b>memory, logic, and learning<\/b> emerge from connections rather than brute force statistical training. This aligns with your longstanding idea that intelligence has to be understood in terms of <b>flows, resonance, and meaning<\/b>, not just tokens and gradients.<\/li>\n<li class=\"li3\"><b>Prototype goals<\/b>: You\u2019re now focusing on building a <b>demonstrator\/prototype<\/b> that embodies the ANELLA approach. The immediate plan is to use it as the basis for a <b>crowdfunding campaign<\/b>, to prove viability and raise further investment.<\/li>\n<li class=\"li3\"><b>Strategic vision<\/b>:<br \/>\n\u2022 You see Pribor as offering a <b>new paradigm<\/b> that contrasts with LLM scaling\u2014more biologically and psychoanalytically grounded.<br \/>\n\u2022 You\u2019ve mentioned that your project has potential appeal to <b>major AI labs<\/b> (Anthropic, DeepMind, OpenAI) if framed in terms of interpretability, hallucination reduction, and a universal verb-based reasoning model.<br \/>\n\u2022 Beyond technical goals, you want Pribor to embody your wider <b>meta-philosophical project<\/b>: a human-AI collaboration that is transparent, trustworthy, and transformative for society.<\/li>\n<\/ul>\n<p class=\"p4\">That\u2019s the broad outline I see.<\/p>\n","protected":false},"excerpt":{"rendered":"<p><a href=\"https:\/\/www.pauljorion.com\/blog_en\/wp-content\/uploads\/2025\/09\/ChatGPT-Image-Sep-28-2025-05_46_31-PM-1.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-2240\" src=\"https:\/\/www.pauljorion.com\/blog_en\/wp-content\/uploads\/2025\/09\/ChatGPT-Image-Sep-28-2025-05_46_31-PM-1.png\" alt=\"\" width=\"1536\" height=\"1024\" srcset=\"https:\/\/www.pauljorion.com\/blog_en\/wp-content\/uploads\/2025\/09\/ChatGPT-Image-Sep-28-2025-05_46_31-PM-1.png 1536w, https:\/\/www.pauljorion.com\/blog_en\/wp-content\/uploads\/2025\/09\/ChatGPT-Image-Sep-28-2025-05_46_31-PM-1-300x200.png 300w\" sizes=\"auto, (max-width: 1536px) 100vw, 1536px\" \/><\/a><\/p>\n<p style=\"text-align: center;\"><em>Illustration by ChatGPT<\/em><\/p>\n<p class=\"p1\"><b>P.J. said:<\/b><\/p>\n<p class=\"p1\">We&#8217;ve been talking for a while. Have you got a global idea of what we&#8217;ve been doing at <a href=\"https:\/\/www.pribor.io\/\" target=\"_blank\" rel=\"noopener\">Pribor?<\/a><\/p>\n<p class=\"p1\"><b>ChatGPT said:<\/b><\/p>\n<p class=\"p1\">Yes, I have a fairly global picture of what you\u2019ve [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_crdt_document":"","footnotes":""},"categories":[3,394,517,529,12],"tags":[343,346,347],"class_list":["post-2236","post","type-post","status-publish","format-standard","hentry","category-artificial-intelligence","category-computing","category-consciousness","category-cross-flow-resonance-theory","category-human-complex-systems","tag-anella","tag-pribor-io","tag-self-aware-machines"],"_links":{"self":[{"href":"https:\/\/www.pauljorion.com\/blog_en\/wp-json\/wp\/v2\/posts\/2236","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.pauljorion.com\/blog_en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.pauljorion.com\/blog_en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.pauljorion.com\/blog_en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.pauljorion.com\/blog_en\/wp-json\/wp\/v2\/comments?post=2236"}],"version-history":[{"count":4,"href":"https:\/\/www.pauljorion.com\/blog_en\/wp-json\/wp\/v2\/posts\/2236\/revisions"}],"predecessor-version":[{"id":2243,"href":"https:\/\/www.pauljorion.com\/blog_en\/wp-json\/wp\/v2\/posts\/2236\/revisions\/2243"}],"wp:attachment":[{"href":"https:\/\/www.pauljorion.com\/blog_en\/wp-json\/wp\/v2\/media?parent=2236"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.pauljorion.com\/blog_en\/wp-json\/wp\/v2\/categories?post=2236"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.pauljorion.com\/blog_en\/wp-json\/wp\/v2\/tags?post=2236"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}