Paul Jorion's Blog

Tag: complex systems

  • PRIBOR – GENESIS: A Mathematical Framework for Predicting Emergence

    Illustration by ChatGPT GENESIS: A Mathematical Framework for Predicting Emergence (An audit by Claude of the current Python code). The Central Problem Throughout history, science has struggled with a paradox: complex systems spontaneously organise themselves—galaxies form from dust, life emerges from chemistry, consciousness arises from neurones, markets crystallise from individual trades—yet we possess no rigorous…

  • GENESIS and ANELLA-X are ready

    Illustration by ChatGPT I would like to share with you a decisive milestone in a project that some of you have kindly followed from its early days: GENESIS and ANELLA-X are now fully operational, as the final developments have just been completed. The system runs smoothly, the modules are integrated, the documentation is complete, and…

  • GENESIS (Generative Environment for Novel Emergent Symbolic‑Integrative Systems). 4 definitions

    Illustration by ChatGPT GENESIS – 4 definitionsDownload GENESIS is a machine predicting where emergence will occur and what form it will take: the form that minimises descriptive length and maximises cross‑representational coherence. Definition A. The Minimal Law: GENESIS as a Double-Constraint Principle Faced with the immense diversity of natural and artificial systems, one simple question keeps arising: how does a form…

  • GENESIS: A Machine for Detecting the Conditions of Emergence

    [First published in French on November 23rd] Illustration by Botticelli & ChatGPT ⭐ Underlying Hypothesis of GENESIS GENESIS (+ C1 + C2) is not only capable of recognising an invariant in a given system, the approach is capable of recognising a dynamic of emergence, that is, a mechanism wherein: an energetic optimisation (reduced dissipation /…