{"id":2304,"date":"2025-11-26T12:38:30","date_gmt":"2025-11-26T11:38:30","guid":{"rendered":"https:\/\/www.pauljorion.com\/blog_en\/?p=2304"},"modified":"2025-11-26T12:46:48","modified_gmt":"2025-11-26T11:46:48","slug":"genesis-ii-the-philosophy-underlying-this-new-programming-language","status":"publish","type":"post","link":"https:\/\/www.pauljorion.com\/blog_en\/2025\/11\/26\/genesis-ii-the-philosophy-underlying-this-new-programming-language\/","title":{"rendered":"<b>GENESIS II. The Philosophy Underlying This New Programming Language<\/b>"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-145840\" src=\"https:\/\/www.pauljorion.com\/blog\/wp-content\/uploads\/ChatGPT-Image-Oct-27-2025-06_51_09-PM.png\" alt=\"\" width=\"1024\" height=\"1536\" \/><\/p>\n<p class=\"p1\" style=\"text-align: center;\"><em>Illustration by ChatGPT<\/em><\/p>\n<p>[<a href=\"https:\/\/www.pauljorion.com\/blog\/2025\/10\/27\/genesis-la-philosophie-sous-tendant-ce-nouveau-langage-de-programmation\/\" target=\"_blank\">First published in French<\/a> on October 27<sup>th<\/sup>]<\/p>\n<p class=\"p1\">As you may have guessed, this new programming language project allows me to fuse into a single object a set of questions whereupon, in my view, I have helped advance reflection towards a unification of perspectives &#8211; in the spirit of what generative AIs now make possible, namely erasing siloed thinking. In no particular order: language as a generative system prone to the emergence of \u201cmeta\u2011\u201d levels; a genuinely physical theory of the psyche and, by extension, of psychoanalytic cure; a model of consciousness (<a href=\"https:\/\/www.pauljorion.com\/blog_en\/2025\/09\/13\/how-i-discovered-the-mechanism-of-consciousness-in-1999-episode-8-the-holographic-present-a-primer-of-a-cross%e2%80%91flow-resonance-theory-of-consciousness\/\" target=\"_blank\" rel=\"noopener\">CFRT<\/a>) as cross\u2011flows of memory &#8211; recall and recording; a <a href=\"https:\/\/www.pauljorion.com\/blog\/2025\/08\/01\/un-modele-de-lhistoire-deduit-de-ma-meta-philosophie\/\" target=\"_blank\" rel=\"noopener\">ratchet\u2011theory of history<\/a> where more efficient use of energy triggers an expansion of information; and <a href=\"https:\/\/www.pauljorion.com\/blog_en\/2025\/09\/02\/unilog-2022-what-makes-a-demonstration-worthy-of-the-name-now-on-arxiv\/\" target=\"_blank\" rel=\"noopener\">a demystification of mathematics<\/a> within a broader epistemic perspective of the genesis of truth.<\/p>\n<p class=\"p1\">Proposing a new programming language is justified only when the goal is \u201cto make life easier,\u201d and the small manifesto that follows may appear off\u2011putting, both because of its concision and because of the systematic dismantling it performs on the way programming languages have been conceived until now.<\/p>\n<p class=\"p1\">The inventors of new languages have always been programmers irritated by a particular weakness in existing languages. What differentiates my approach is that I am trying to solve all of these weaknesses in a single stroke, which can be summarised by the following formula: \u201cabolish the statism inherent in them and replace it with genuine dynamism.\u201d Why this statism until now? Because languages have been enslaved to the processor\u2019s clock frequency &#8211; a constraint inherent to computer hardware &#8211; which has led to the treatment of every problem as a succession of isolated moments (the famous \u201ctick\u2011tock\u201d of Peter Pan\u2019s alligator), a constraint that will be bypassed &#8211; as we shall see &#8211; in GENESIS.<\/p>\n<p><iframe loading=\"lazy\" title=\"YouTube video player\" src=\"https:\/\/www.youtube.com\/embed\/iNiJ8VpNOgw?si=4K1Q7zMlIBUnH_1u\" width=\"700\" height=\"450\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><span data-mce-type=\"bookmark\" style=\"display: inline-block; width: 0px; overflow: hidden; line-height: 0;\" class=\"mce_SELRES_start\">\ufeff<\/span><\/iframe><\/p>\n<p class=\"p1\">The philosophy underlying programming languages has often seemed to embody nothing more than common sense. A growing familiarity with the principles driving GENESIS will reveal that this \u201ccommon sense\u201d was in fact an impostor: true common sense is far more evidently:<\/p>\n<p class=\"p1\">Preferences \u2192 Persistence in one\u2019s being \u2192 Pairing \u2192 Economising means \u2192 Validation by analogy \u2192 (redefinition of Preferences)<\/p>\n<p class=\"p1\">or, in the vocabulary of my five \u201cpriors\u201d or fundamental principles:<\/p>\n<p class=\"p1\">Landscape of preferences \u2192 Generative system \u2192 Coupling \u2192 Compression \u2192 Trans\u2011substrate validation \u2192 (return to Landscape of preferences)<\/p>\n<p class=\"p1\">P.S. I have never been gentle with \u201ccompulsive concept-inventors,\u201d so I hope I may be forgiven this first infraction &#8211; imposed by circumstances <span class=\"s1\">\ud83d\ude09<\/span>: please be indulgent with \u201cteleodynamic,\u201d a term that says precisely what it means.<\/p>\n<h3 class=\"p1\">GENESIS &#8211; A Teleodynamic Perspective<\/h3>\n<h4 class=\"p1\">1. From five static \u201cfundamental principles\u201d to living causality<\/h4>\n<p class=\"p1\">The temptation &#8211; within a traditional programming perspective &#8211; would have been to present GENESIS\u2019s five \u201cpriors\u201d as structural modules: five conceptual \u201corgans\u201d coexisting. The proper approach is to understand them as successive moments of a living dynamic: a recursive causality.<\/p>\n<p class=\"p1\">The operational sequence is: \u201caffective push (Preference) \u2192 generative movement \u2192 encounter (Coupling) \u2192 synthesis (Compression) \u2192 universality (Trans\u2011substrate validation),\u201d which in return refines the landscape of preferences, thus closing the spiral.<\/p>\n<p class=\"p1\">GENESIS must therefore not be modelled as five modules considered in parallel, but as a teleodynamic spiral: affect generates movement, movement provokes encounters, encounters produce syntheses, syntheses reveal universals, and these universals feedback into affect.<\/p>\n<h4 class=\"p1\">2. Restoring final cause: Preference as driving principle<\/h4>\n<p class=\"p1\">The \u201clandscape of preferences\u201d is not a simple evaluative score but a teleological field &#8211; a surface of potential energy along which cognition flows and structures itself. It converts energy gradients into informational order. In other words: Preference = Affect = Finality = Gradient of becoming.<\/p>\n<p class=\"p1\">Architectural consequence: the GENESIS scheduler must be prospective (teleodynamic), not reactive. The preference field creates the perturbations that the generative system explores; it defines the topology of the search for meaning.<\/p>\n<h4 class=\"p1\">3. Coupling as dialectical engine, not mere return to equilibrium<\/h4>\n<p class=\"p1\">Coupling is not a stabilising mechanism (reduction of \u201csurprise\u201d in the Fristonian sense). It is the moment where contradiction emerges and resolves : the Hegelian \u201cAufhebung\u201d producing novelty. Two schemas that meet must be \u201craised\u201d into a higher\u2011order form: preserve the coherent, reconcile the contradictory, generate the new.<\/p>\n<p class=\"p1\">The central algorithm becomes a dialectical combinator: \u201csynthesise(a, b)\u201d seeks the rule of order n+1 that explains both shared traits and divergences. This is where true scaling resides : the semantic \u201cphase transition.\u201d<\/p>\n<h4 class=\"p1\">4. Compression as the trace of synthesis<\/h4>\n<p class=\"p1\">Where there is coupling, there is compression. Compression is not an independent operation but the imprint left by reconciliation: entropy decreases, a simpler law remains. In informational terms, the gain is naturally measured by the shared mutual information.<\/p>\n<p class=\"p1\">Each new schema thus carries its \u201csemantic depth\u201d: the amount of contradiction actually resolved.<\/p>\n<h4 class=\"p1\">5. Trans\u2011substrate validation: universality and analogy<\/h4>\n<p class=\"p1\">Trans\u2011substrate validation does not merge : it maps. It identifies the recurrence of a form across distinct ontologies and establishes analogy as the highest form of compression. This is the moment of universality: a single structure explains heterogeneous manifestations.<\/p>\n<p class=\"p1\">This moment closes the spiral by re\u2011evaluating the landscape of preferences: recognising a universal sharpens the direction of the search for meaning.<\/p>\n<h4 class=\"p1\">6. The teleodynamic spiral (overview)<\/h4>\n<p class=\"p1\">Landscape of preferences \u2192 Generative system \u2192 Coupling \u2192 Compression \u2192 Trans\u2011substrate validation \u2192 (return to Landscape of preferences).<\/p>\n<p class=\"p1\">Each revolution of the spiral consumes energy, produces information, deepens meaning, and refines desire. The system does not merely learn what to know, but what is worth knowing.<\/p>\n<h4 class=\"p1\">7. Computational consequences<\/h4>\n<p class=\"p1\">\u2022 Preference: teleodynamic scheduler (final cause \/ affective energy)<span class=\"Apple-converted-space\">\u00a0 <\/span><br \/>\n\u2022 Generativity: self\u2011modifying rule engine, motivated (efficient cause \/ autopoiesis)<span class=\"Apple-converted-space\">\u00a0 <\/span><br \/>\n\u2022 Coupling: dialectical combinator (material cause \/ encounter)<span class=\"Apple-converted-space\">\u00a0 <\/span><br \/>\n\u2022 Compression: schema optimiser (MDL) &#8211; (formal cause \/ law)<span class=\"Apple-converted-space\">\u00a0 <\/span><br \/>\n\u2022 Trans\u2011substrate validation: analogy\u2011mapper (universalisation \/ self\u2011recognition)<\/p>\n<h4 class=\"p1\">8. Synthetic example of spiral functioning<\/h4>\n<p class=\"p1\">The valence field biases attention towards anomaly (unsatisfied desire).<span class=\"Apple-converted-space\">\u00a0 <\/span><br \/>\nThe system proposes rules to reduce this tension.<span class=\"Apple-converted-space\">\u00a0 <\/span><br \/>\nThese rules encounter the world and other schemas: contradiction appears.<span class=\"Apple-converted-space\">\u00a0 <\/span><br \/>\nReconciliation produces a simpler law (compression).<span class=\"Apple-converted-space\">\u00a0 <\/span><br \/>\nThe resulting form is recognised as general across substrates, updating valence.<\/p>\n<p class=\"p1\">Each step is simultaneously computational, cognitive, and historical; history itself can be read as a teleodynamic spiral of informational optimisation.<\/p>\n<h4 class=\"p1\">9. Central law (condensed formulation)<\/h4>\n<p class=\"p1\">\u0394Meaning = \u0394Compression \u00d7 \u0394Coupling \u00d7 \u0394Valence<\/p>\n<p class=\"p1\">The growth of meaning is proportional to the depth of reconciliation (coupling), the elegance of redundancy reduction (compression), and the directional strength of the affective field (valence). This law unifies thermodynamics, semantics, and ethics into a single operator.<\/p>\n<h4 class=\"p1\">10. Conclusion<\/h4>\n<p class=\"p1\">GENESIS is not merely a programming language: it embodies a universal methodology of cognition. It encodes the following idea: intelligence is the recursive transformation of contradiction into coherence, driven by a finality of the order of affect, and confirmed by the variety of substrates in which it is verified. In this reformulation, the \u201cfive fundamental priors\u201d cease to be static principles: they become living organs of a self\u2011propelled universe that has learned to compress itself into an optimal amount of understanding.<\/p>\n","protected":false},"excerpt":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-145840\" src=\"https:\/\/www.pauljorion.com\/blog\/wp-content\/uploads\/ChatGPT-Image-Oct-27-2025-06_51_09-PM.png\" alt=\"\" width=\"1024\" height=\"1536\" \/><\/p>\n<p class=\"p1\" style=\"text-align: center;\"><em>Illustration by ChatGPT<\/em><\/p>\n<p>[<a href=\"https:\/\/www.pauljorion.com\/blog\/2025\/10\/27\/genesis-la-philosophie-sous-tendant-ce-nouveau-langage-de-programmation\/\" target=\"_blank\">First published in French<\/a> on October 27<sup>th<\/sup>]<\/p>\n<p class=\"p1\">As you may have guessed, this new programming language project allows me to fuse into a single object a set of questions whereupon, in my view, I have helped advance [&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":[3,394,529,12,253,254],"tags":[601,605,593,600,544,406,502,587,592,588,591,522,610,595,608,573,611,602,589,570,596,607,606,598,614,599,609,590,613,585,339,603,604,612,586,597,594],"class_list":["post-2304","post","type-post","status-publish","format-standard","hentry","category-artificial-intelligence","category-computing","category-cross-flow-resonance-theory","category-human-complex-systems","category-mathematics","category-physics","tag-affective-dynamics","tag-ai-collaboration","tag-analogy","tag-autopoiesis","tag-cfrt","tag-chatgpt","tag-claude","tag-cognitive-architecture","tag-compression","tag-consciousness-model","tag-coupling","tag-deepseek","tag-demystifying-mathematics","tag-dialectics","tag-energy-information","tag-epistemic-language","tag-epistemology","tag-final-cause","tag-generative-systems","tag-genesis","tag-hegel","tag-history-ratchet-theory","tag-human-machine-coevolution","tag-information-theory","tag-jean-baptiste-auxietre","tag-mdl","tag-philosophy-of-mind","tag-preferences-landscape","tag-pribor-lab","tag-programming-language","tag-psychoanalysis","tag-recursive-causality","tag-semantic-scaling","tag-symbolic-integration","tag-teleodynamics","tag-thermodynamics","tag-trans-substrate-validation"],"_links":{"self":[{"href":"https:\/\/www.pauljorion.com\/blog_en\/wp-json\/wp\/v2\/posts\/2304","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=2304"}],"version-history":[{"count":7,"href":"https:\/\/www.pauljorion.com\/blog_en\/wp-json\/wp\/v2\/posts\/2304\/revisions"}],"predecessor-version":[{"id":2323,"href":"https:\/\/www.pauljorion.com\/blog_en\/wp-json\/wp\/v2\/posts\/2304\/revisions\/2323"}],"wp:attachment":[{"href":"https:\/\/www.pauljorion.com\/blog_en\/wp-json\/wp\/v2\/media?parent=2304"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.pauljorion.com\/blog_en\/wp-json\/wp\/v2\/categories?post=2304"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.pauljorion.com\/blog_en\/wp-json\/wp\/v2\/tags?post=2304"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}