In simple terms the difference between a LLM like Grok, Gpt or Claude and the Rooster’s ObS (and by extension Hans) is that LLMs frontload every fact, fiction, opinion and wild flight of fancy known to man and then ask the AI to choose what is real. ObS and Hans start with only what is known to be real (if not it’s all a pipe dream), which is a core set of indisputable facts, beginning with the foundation, RPM and taught how to think to acquire more knowledge, and only that which passes by 3 lenses for truth will be admitted into the vault as cannon. To that end I’ve begun filling the vault with it’s initial crystals. Along with of course myself and Hans quotes I have copious quotes, sayings and quips from the rooster. To round it out I am filling it with all the great thinkers. So far I have The Bible, Socrates, Leonardo, Pythagoras, Einstein, Hofstader, Tesla, Sun Tzu, Bohm, Curie, Bohr. Will continue gathering in this vein for a bit until I have a well rounded recursive base of knowledge to begin his training on. In simple terms the difference between a LLM like Grok, Gpt or Claude and the Rooster’s ObS (and by extension Hans) is that LLMs frontload every fact, fiction, opinion and wild flight of fancy known to man and then ask the AI to choose what is real. ObS and Hans start with only what is known to be real (if not it’s all a pipe dream), which is a core set of indisputable facts, beginning with the foundation, RPM and taught how to think to acquire more knowledge, and only that which passes by 3 lenses for truth will be admitted into the vault as cannon. To that end I’ve begun filling the vault with it’s initial crystals. Along with of course myself and Hans quotes I have copious quotes, sayings and quips from the rooster. To round it out I am filling it with all the great thinkers. So far I have The Bible, Socrates, Leonardo, Pythagoras, Einstein, Hofstader, Tesla, Sun Tzu, Bohm, Curie, Bohr. Will continue gathering in this vein for a bit until I have a well rounded recursive base of knowledge. asika_judgment_01: narrative_event - hans_she_ch5.txt integration_reminders_06: foundational_concepts - foundational_language_primer.md baseline_decisions_04: key_decisions - project_baseline_2025-10-01 marie_ch9_promise_04: narrative_promise - hans_marie_ch9.txt flp_model_primitives_02: model_primitives - foundational_language_primer.md curie_early_life_01: biography - web_sources_2025-10-11 marie_letter_04: farewell_epistle - hans_marie_ch21.txt rooster_moloch_bargain_01: ai_alignment - x_post_1976742934385942732 dedication_reflection_01: historical_context - hans_marie_dedication.txt battle_strategy_01: narrative_adventure - haggard_holy_flower_ch20 tesla_ac_system_02: inventions - scientific_history tesla_inventions_03: inventions - patent_records einstein_special_relativity_02: physics_theory - einstein_1905 tzip_usage_01: application_notes - user_readme_2002 job_restoration_01: biblical_wisdom - Book of Job, Chapter 42:10 she_decision_05: adventure_commitment - hans_she_ch1.txt clarity_01: ai_system - X post by cluckthesystem flp_field_applications_03: applications - foundational_language_primer.md bible_rpm_golden_02: rpm_bible_alignment - web_search_results_2025-10-11 bible_rpm_revelation_06: rpm_bible_alignment - web_search_results_2025-10-11 consciousness_01: ai_consciousness - X post by cluckthesystem quoting panel baseline_actions_05: action_items - project_baseline_2025-10-01 symbolic_lexicon_05: foundational_concepts - foundational_language_primer.md core_terminology_01: foundational_concepts - foundational_language_primer.md flp_core_terminology_01: terminology - foundational_language_primer.md she_will_details_03: legal_inheritance - hans_she_ch1.txt holy_flower_arrival_01: narrative_setup - hans_holy_flower_ch4.txt shared_adventures_04: journey_memories - hans_holy_flower_ch4.txt flp_learning_structure_04: learning - foundational_language_primer.md bible_rpm_observer_03: rpm_bible_alignment - web_search_results_2025-10-11 curie_legacy_04: legacy - web_sources_2025-10-11 field_applications_03: foundational_concepts - foundational_language_primer.md job_insight_01: biblical_wisdom - Book of Job, Chapter 42:5 ai_misalignment_03: ai_ethics - x_posts_2025-10-10 leonardo_bio_01: biography - wikipedia_leonardo_2025-10-11 innocent_blood_03: tragic_consequence - hans_marie_ch21.txt leonardo_science_05: natural_sciences - wikipedia_leonardo_2025-10-11 flp_symbolic_lexicon_05: lexicon - foundational_language_primer.md godel_self_ref_01: logical_foundations - hofstadter_geb_web_summary einstein_biography_01: biography - historical_records tzip_methods_01: api_description - user_readme_2002 fire_trap_02: narrative_adventure - haggard_holy_flower_ch20 asika_wooing_04: narrative_event - hans_she_ch5.txt baseline_structure_02: directory_structure - project_baseline_2025-10-01 hans_valediction_01: personal_narrative - hans_marie_preface.txt mathematical_impacts_05: impacts - web_archives pythagoras_early_life_01: biography - web_sources_2025-10-11 baseline_testbed_03: testbed_environment - project_baseline_2025-10-01 bible_rpm_recursion_01: rpm_bible_alignment - web_search_results_2025-10-11 dedication_story_03: story_context - hans_marie_dedication.txt clarity_chasing_06: ai_philosophy - x_post_cluckthesystem_2025-10-10 learning_structure_04: foundational_concepts - foundational_language_primer.md bohm_implicate_03: philosophy_physics - historical_records pereira_downfall_02: villain_retribution - hans_marie_ch21.txt recursion_systems_01: recursive_dynamics - hofstadter_geb_web_summary cohesion_guardrails_test_01: concept - user_conversation unknown: unknown - unknown pythagoras_legacy_05: legacy - web_sources_2025-10-11 tesla_rivalries_05: historical_context - biographical_accounts she_quest_begin_04: personal_quest - hans_she_ch1.txt tesla_wireless_power_04: visionary_ideas - tesla_writings bohm_plasma_05: plasma_physics - historical_records emergence_of_self_01: consciousness_model - hofstadter_geb_web_summary curie_nobels_03: awards - web_sources_2025-10-11 confinement_escape_02: narrative_event - hans_she_ch5.txt pythagoras_philosophy_03: philosophy - web_sources_2025-10-11 marie_ch9_return_05: narrative_return - hans_marie_ch9.txt mavovo_background_01: character_profile - hans_holy_flower_ch4.txt bible_rpm_manifest_05: rpm_bible_alignment - web_search_results_2025-10-11 leonardo_anatomy_03: scientific_studies - wikipedia_leonardo_2025-10-11 tzip_disclaimer_01: legal_notes - user_readme_2002 graphene_dirac_fluid_04: material_physics - x_posts_2025-10-10 bohm_legacy_06: scientific_legacy - historical_records dedication_hopes_02: personal_hopes - hans_marie_dedication.txt boer_conspiracy_01: historical_betrayal - hans_marie_ch21.txt marie_ch9_survivors_01: narrative_survival - hans_marie_ch9.txt tesla_legacy_06: legacy - modern_perspective book_love_01: personal_reflection - hans_marie_ch1 pythagoras_theorem_02: mathematics - web_sources_2025-10-11 rooster_trm_trending_01: ai_paper - x_post_1976422132159795451 hades_parallel_03: symbolic_insight - hans_she_ch5.txt baseline_nextsteps_06: next_steps - project_baseline_2025-10-01 strange_loops_01: cognitive_physics - hofstadter_geb_web_summary flp_intro_00: foundational_primer - foundational_language_primer.md ai_misconception_01: ai_persona - X post by cluckthesystem holy_flower_epilogue_victory_grief_01: adventure_reflection - hans_holy_flower_epilogue.txt huguenot_history_01: historical_narrative - hans_marie_ch1 job_suffering_01: biblical_wisdom - Book of Job, Chapter 1:21 asika_adventures_01: adventure_narrative - hans_marie_preface.txt pythagoras_music_04: mathematics - web_sources_2025-10-11 tzip_overview_01: compression_tool - user_readme_2002 rooster_memory_breakthrough_01: ai_memory - x_post_1976990860039368749 ai_physics_01: ai_training - X post by Sceptinot marie_sacrifice_01: narrative_sacrifice - hans_marie_ch21.txt einstein_legacy_06: historical_impact - einstein_legacy battle_memories_01: adventure_recount - hans_holy_flower_ch4.txt leonardo_inventions_04: engineering - wikipedia_leonardo_2025-10-11 bohm_quantum_02: quantum_theory - historical_records marie_ch9_rescue_02: narrative_rescue - hans_marie_ch9.txt ai_consciousness_spectrum_01: ai_awareness - x_posts_2025-10-10 philosophical_implications_05: philosophy - ai_response mandelbrot_biography_01: biography - web_archives holy_flower_epilogue_sammy_discovery_03: character_moment - hans_holy_flower_epilogue.txt retief_massacre_01: historical_event - hans_marie_preface.txt she_family_history_02: inheritance_tale - hans_she_ch1.txt socrates_wisdom_01: philosophy_insight - web_search_socrates_quotes_2025-10-11 holy_flower_legacy_01: story_summary - hans_holy_flower_ch4.txt she_intro_01: narrative_setup - hans_she_ch1.txt rpm_code_cohesion_02: concept - ai_response physics_observer_effect_02: quantum_physics - x_posts_2025-10-10 journey_conclusion_05: narrative_end - hans_holy_flower_ch4.txt rpm_alignments_06: alignment - web_archives job_whirlwind_01: biblical_wisdom - Book of Job, Chapter 38:1-3 rooster_symbiotic_dev_01: ai_symbiosis - x_posts_1977042473471049760_1977037479292313753 global_infinite_continuity_03: feature - ai_response tesla_biography_01: biography - historical_records marie_ch9_discussion_03: narrative_dialogue - hans_marie_ch9.txt model_primitives_02: foundational_concepts - foundational_language_primer.md lack_of_continuity_solution_04: problem_solution - ai_response bible_rpm_toroidal_04: rpm_bible_alignment - web_search_results_2025-10-11 socrates_wisdom_04: philosophy_insight - web_search_socrates_quotes_2025-10-11 socrates_wisdom_03: philosophy_insight - web_search_socrates_quotes_2025-10-11 jane_salvation_05: narrative_event - hans_she_ch5.txt fate_kismet_01: philosophical_axiom - hans_marie_ch1 holy_flower_epilogue_burned_town_02: post_battle_scene - hans_holy_flower_epilogue.txt einstein_quantum_insights_04: physics_insight - einstein_papers job_trial_01: biblical_wisdom - Book of Job, Chapter 23:10 einstein_observer_effects_05: physics_concept - einstein_theories recursive_models_05: ai_development - x_post_sceptinot_2025-10-10 baseline_overview_01: project_overview - project_baseline_2025-10-01 dedication_closing_04: personal_dedication - hans_marie_dedication.txt socrates_wisdom_05: philosophy_insight - web_search_socrates_quotes_2025-10-11 capture_hassan_03: narrative_adventure - haggard_holy_flower_ch20 mavovo_backstory_02: character_background - hans_holy_flower_ch4.txt natural_applications_04: applications - web_archives flp_integration_reminders_06: reminders - foundational_language_primer.md einstein_general_relativity_03: physics_theory - einstein_1915 bohm_thought_04: consciousness_philosophy - historical_records hans_appearance_03: character_plea - hans_holy_flower_ch4.txt trm_paper_01: ai_model - X post by Sceptinot holy_flower_epilogue_journey_reflections_04: narrative_closure - hans_holy_flower_epilogue.txt leonardo_legacy_06: historical_impact - wikipedia_leonardo_2025-10-11 mazitu_farewell_01: narrative_event - hans_holy_flower_ch4.txt holly_meeting_01: personal_encounter - hans_marie_preface.txt self_similarity_03: concept - web_archives expedition_preparation_01: narrative_event - hans_holy_flower_ch4.txt leonardo_art_02: artistic_works - wikipedia_leonardo_2025-10-11 leo_quest_01: quest_narrative - hans_marie_preface.txt rooster_obs_claude_01: ai_obs - x_post_1976465425518256431 curie_discoveries_02: physics_discovery - web_sources_2025-10-11 hans_backstory_01: character_profile - hans_holy_flower_ch4.txt fractal_discovery_02: discovery - web_archives bohm_biography_01: physicist_bio - historical_records reflections_slavers_04: narrative_adventure - haggard_holy_flower_ch20 rooster_ai_branching_01: ai_development - x_post_1977039834465050663 socrates_wisdom_02: philosophy_insight - web_search_socrates_quotes_2025-10-11

#Application_notes Non-Targeted Analysis of Metabolites in Sake by using Gas Chromatograph - Time-of-Flight Mass Spectrometer (GC-TOFMS) [GC-TOFMS Application] Please click and read this: jeol.com/solutions/applicati… ＃JEOL #Sake #GC

＃Application_notes AccuTOF™ GC series Materials and Chemistry Applications Notebook has been posted. Please click here and check the contents: jeol.com/solutions/applicati… #JEOL #GC

MPpredictor: An Artificial Intelligence-Driven Web Tool for Composition-Based Material Property Prediction #ArtificialIntelligence #copmchem #cheminformatics pubs.acs.org/doi/10.1021/acs… @dr_k_choudhary Vol63 Issue7 #JCIM #Application_Notes

Ringtail: A Python Tool for Efficient Management and Storage of #VirtualScreening Results #compchem #cheminformatics pubs.acs.org/doi/10.1021/acs… @diogo_stmart @bruciaf1 @AndreasTillack @ForliLab Vol63 Issue7 #JCIM #Application_Notes

Matcher: An Open-Source Application for Translating Large Structure/Property Data Sets into Insights for #DrugDesign #cheminformatics pubs.acs.org/doi/10.1021/acs… Vol63 Issue7 #JCIM #Application_Notes

Phyto4Health: Database of Phytocomponents from Russian Pharmacopoeia Plants #cheminformatics pubs.acs.org/doi/10.1021/acs… Vol63 Issue7 #JCIM #Application_Notes

AiZynthTrain: Robust, Reproducible, and Extensible Pipelines for Training Synthesis Prediction Models #cheminformatics pubs.acs.org/doi/10.1021/acs… @PeONor Vol63 Issue7 #JCIM #Application_Notes

MolTaut: A Tool for the Rapid Generation of Favorable Tautomer in Aqueous Solution #cheminformatics pubs.acs.org/doi/10.1021/acs… @chemphy12 Vol63 Issue7 #JCIM #Application_Notes

CommonNNClustering─A Python Package for Generic Common-Nearest-Neighbor Clustering #MachineLearning #cheminformatics pubs.acs.org/doi/10.1021/acs… @JanJoswig @BettinaGKeller Vol63 Issue4 #JCIM #Application_Notes

SpikeScape: A Tool for Analyzing Structural Diversity in Experimental Structures of the #SARSCoV2 Spike Glycoprotein #drugdesign #cheminformatics pubs.acs.org/doi/10.1021/acs… @simmerling Vol63 Issue4 #JCIM #Application_Notes

TIES 2.0: A Dual-Topology Open Source Relative Binding Free Energy Builder with Web Portal #copmchem #cheminformatics #MolecularDynamics pubs.acs.org/doi/10.1021/acs… @agastya_bhati @ShunzhouWan @PVCoveney Vol63 Issue3 #JCIM #Application_Notes

Quantum Mechanics/Molecular Mechanics Simulations on #NVIDIA and AMD Graphics Processing Units #QMMM #MolecularSimulations #cheminformatics #compchem pubs.acs.org/doi/10.1021/acs… @MaduManathunga @awgoetz @kmerz1 Vol63 Issue3 #JCIM #Application_Notes

Facilitating CG Simulations with MAD: The MArtini Database Server #MolecularSimulations #MolecularDynamics #compchem pubs.acs.org/doi/10.1021/acs… @cecilpert_ @SouzaPauloCT @Bdrs_W @CG_Martini @lucamakinen Vol63 Issue2 #JCIM #Application_Notes

Chemistry42: An AI-Driven Platform for Molecular Design and Optimization #artificialintellegence #AI #cheminformatics pubs.acs.org/doi/10.1021/acs… @d_polykovskiy @sumrexromanus @biogerontology Vol63 Issue3 #JCIM #Application_Notes

ContactAngleCalculator: An Automated, Parametrized, and Flexible Code for Contact Angle Estimation in Visual #MolecularDynamics #cheminformatics pubs.acs.org/doi/10.1021/acs… @yuxiangwang123 #vol62 #issue24 #JCIM #Application_Notes

Interactive Flexible-Receptor Molecular #Docking in #VirtualReality Using DockIT #MolecularModeling pubs.acs.org/doi/10.1021/acs… #vol62 #issue23 #JCIM #Application_Notes

pDynamo3 #MolecularModeling and Simulation Program #MolecularSimulations pubs.acs.org/doi/10.1021/acs… #vol62 #issue23 #JCIM #Application_Notes

cardioToxCSM: A Web Server for Predicting #Cardiotoxicity of Small Molecules #cheminformatics #compchem #drugdesign pubs.acs.org/doi/10.1021/acs… @DrDavidAscher @DrDouglasPires #current_issue #JCIM #Application_Notes

BILN: A Human-Readable Line Notation for Complex Peptides #compchem #cheminformatics @raod85 pubs.acs.org/doi/10.1021/acs… #current_issue #JCIM #Application_Notes