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Working Notes

Here You can read some working notes we decided to release. Currently under editorial review, L^AT_EX versions coming soon.

Core

• notes_for_QCO_in_order.txt -- for notCipher;
• notes_for_QCO_NN_in_order.txt -- for LLM cooprocessor;
• tensors_to_algebra_cookbook.txt -- tensors for algebra optimisation;
• HPF_QCO_tower_horizons.txt -- HPF QCO tower horizons;
• Hierarchical_Metric_Flow_on_Data_Graphs.txt -- LLM front without magic;
• appendix_implementations_1_for_Hierarchical_Metric_Flow_on_Data_Graphs.txt -- appendix for HMF (above);
• appendix2_HMFoDG_eng.txt -- appendix 2 for HMF;

Help

• FAQ_EN.txt -- START HERE;
• Understanding_the_Mechanism_in_the_Context_of_implementations.txt -- if You want to understand;
• Implementation_Note_Guidance_for_Project_Manager.txt -- if You want to run such a project;
• Difficulty_Assessment_for_QCO_Entropment_Framework.txt -- if Your company really insist to implement some of those;
• LLM_implementation_limitations_hints.txt -- if You need help of LLM with papers / implementation;
• Programmer_friendly_Entropment_explanation.txt -- how Entropment (the "not-cipher" projection) actually works -- simplified for programmers;
• fixed_full_raport_paddic_analyse.txt -- Notes of bucketing in ultrametric regime on Glove300D around framework impelmentation;
• math_side_of_order_in_training_ENG.txt -- Notes on training data;
• RIPA_QCO_EN.txt -- Notes on deterministic FPU residuum and the way it arises;
• RIPA_Technical_Plan_EN-1.txt -- Technical Plan for the RIPA Product;
• hardness_models_en.txt -- Analysis of hardness;

Introduction

• Ontological status of IEEE-754 arithmetic in this construction ( txt )
• Numerical Quasi-Attractor in Finite-Precision Arithmetic ( txt )
• Crawling of zero divisors in sedonions leading to NaN ( txt )
• Zero Divisors in Sedonion Algebra under Floating-Point Arithmetic ( txt )
• ENGINEERING NOTE: Representation-Induced Behavior ( txt )