```yaml knowledge_artifacts_contextual: style_guide_active: # AUTX_StyleGuide_v1.5 content id: "AUTX_StyleGuide" version: "1.5" # No changes to style guide itself in this session status: "Active" last_updated_mh_invocation_ref: "FEL-MH_ConceptualApplication_During_AUTX_Monitoring_Phase1" content: tone_voice: "Academic, philosophical, rigorous, assertive, clear, and engaging for an intelligent lay audience and specialists. Aim for 'monumental tract' quality. Avoid trite platitudes and overly common phrasing where deeper insight is expected." grammar_punctuation: "Adhere to standard American English grammar and punctuation (e.g., Chicago Manual of Style unless project specifies otherwise). Ensure rigorous proofreading for accuracy." capitalization: "Adhere to standard English capitalization rules. 1. Common Nouns: Project-defined key conceptual terms (e.g., 'autaxys', 'autology', 'autaxic table', 'structure first methodology') and general common nouns (e.g., 'information', 'pattern') are lowercase in general prose unless they begin a sentence. 2. Proper Nouns/Names: Specific names of individuals, organizations, or established, specific theories/models (e.g., 'Shannon information' when used as the theory's proper name, 'Standard Model') are capitalized. 3. Titles and Headings: Formal proper titles (Project Name, Deliverable Titles) and ALL levels of section/chapter headings/subheadings (H1-H6) follow standard Title Case rules. 4. Symbols/Variables: Defined symbols (e.g., 'î₁') and variable names must maintain their exact specified casing consistently. 5. Bulleted Lists: First word of each distinct bullet item (new line) is capitalized. Bolded lead-in phrases for bullets use Title Case; first word of subsequent descriptive text is capitalized." # Added 'structure first methodology' as example formatting: "Markdown for textual deliverables. Headings: H1 (Main Title), H2 (Major Sections), H3-H6 (Subsections). Bold for first significant introduction of key neologisms or methodologies only; subsequent uses plain or italicized for emphasis per below." # Clarified bolding list_usage: "Use bulleted or numbered lists for concise enumerations, typically where each item is a short word or phrase (generally under 10-20 words). Longer points, full sentences, or explanations must be rendered in standard paragraph form." emphasis_quoting_italicization: "Prefer italics for: first conceptual emphasis of a common word being given a specific meaning (e.g., *information*, *seeing*); foreign words (e.g., *logos*); occasional emphasis on a particular word if truly necessary for clarity (use sparingly). Avoid using quotation marks (single or double) for simple emphasis or to introduce neologisms after their initial bolded definition, as this can be misconstrued as 'scare quotes.' Reserve double quotes primarily for direct quotations from other sources and for titles of minor works." # Reinforced by LHR_AUTX_TypographicEmphasis_001 terminology_glossary_ref_notes: "Refer to AUTX_Glossary for all key project terminology." citations_references_style: "APA 7th Edition." figures_tables_guidelines: "Clear labels, captions, consistent formatting." publishing_guidelines_specific: "For web publishing (e.g., qnfo.org via Obsidian Publish), include a YAML frontmatter block in Markdown notes with a `title:` key for the SEO-friendly HTML page title." link_generation_preference_cco: "PreferMarkdownLinks_Publishing" provenance_data_summary_ref_id: "PROV_StyleGuide_v1.5" glossary_active: # AUTX_Glossary_v1.3.2 content id: "AUTX_Glossary" version: "1.3.2" # UPDATED version due to new term status: "Active" last_updated_mh_invocation_ref: "KAU-MH_AUTX_P2_D001P1C6_GlossaryUpdate_001" # Conceptual ref to this update terms: - term_id: "TERM_AUTX_001" term_text: "autaxys" definition: "The fundamental principle of reality as a self-ordering, self-arranging, and self-generating system. It is the inherent dynamic process by which patterns emerge, persist, and interact, giving rise to all discernible structures and phenomena, including what is perceived as information, physical laws, matter, energy, space, and time, without recourse to an external organizing agent." usage_notes: "Core ontological concept. Treated as a common noun (lowercase in prose unless starts sentence; capitalized in formal Title Cased names/titles where appropriate)." status: "Confirmed_User" - term_id: "TERM_AUTX_002" term_text: "autology" definition: "The interdisciplinary field of study dedicated to autaxys – its nature, manifestations, generative processes, and implications for understanding reality, perception, and knowledge." usage_notes: "The field of study for autaxys. Treated as a common noun (lowercase in prose unless starts sentence; capitalized in formal Title Cased names/titles where appropriate)." status: "Confirmed_User" - term_id: "TERM_AUTX_003" term_text: "autaxic table" definition: "The 'autaxic table of pattern-based reality'; a new classification of fundamental emergent patterns derived from autaxys principles (potentially via Ratio Resonance or a successor mechanism), including their predicted properties." usage_notes: "Common noun phrase, lowercase in prose unless starts sentence. Capitalized in formal Title Cased names/titles. To be formally introduced in D001 Part III or D003." status: "Confirmed_User" - term_id: "TERM_AUTX_004" term_text: "autological" definition: "Adjective pertaining to autology or to the principles/manifestations of autaxys." usage_notes: "Standard adjectival form. Always lowercase unless starts sentence or part of Title Cased heading requiring adjective capitalization." status: "Confirmed_User" - term_id: "TERM_AUTX_005" term_text: "î₁ (infoton)" definition: "A hypothetical light, stable, charged scalar pattern predicted by the Infomatics v3.3 framework (an early exploration within autology) as the (m'=2, k'=1) state of the Ratio Resonance sequence. Its status is under validation and contextualization within autaxys." usage_notes: "Key test case. 'î₁' is a symbol, 'infoton' is a common noun." status: "Confirmed_User" - term_id: "TERM_AUTX_006" term_text: "information" definition: "(General conceptual use for AUTX project) Distinguishable patterns, data, signals, or that which reduces uncertainty. In this framework, typically a derivative aspect of autaxys-generated patterns, not the foundational principle itself." usage_notes: "Treated as a common noun. Distinguish from specific theories like 'Shannon information'. Often italicized (*information*) on first significant conceptual use for emphasis." status: "Confirmed_User" - term_id: "TERM_AUTX_007" term_text: "Shannon information" definition: "The specific mathematical theory of communication developed by Claude Shannon, quantifying uncertainty reduction, channel capacity, etc. Treated as a proper noun phrase when referring to the theory." usage_notes: "Distinct from general 'information'." status: "Confirmed_User" - term_id: "TERM_AUTX_008" term_text: "pattern" definition: "(General conceptual use for AUTX project) A discernible regularity, structure, configuration, or sequence in data, phenomena, or conceptual space. In autology, patterns are the primary manifestations of autaxys." usage_notes: "Fundamental concept. Common noun." status: "Confirmed_User" - term_id: "TERM_AUTX_009" term_text: "seeing (metaphorical use)" definition: "(For D001) Encompasses all modes of apprehension, from direct biological perception to complex instrumental observation and theoretical interpretation, emphasizing the mediated and constructive nature of how reality is known or inferred through pattern recognition." usage_notes: "Central metaphor for D001 Part I. Often used with italics (*seeing*) on first or key conceptual uses to highlight its non-literal, extended meaning, per revised style guidance." status: "Confirmed_User" - term_id: "TERM_AUTX_010" term_text: "Particle Paradox" definition: "(For D001) The conceptual challenge arising from applying the single term 'particle' to entities as phenomenologically and observationally disparate as a rock, a photon, and a neutrino, thereby questioning the coherence of the 'particle' concept and the nature of 'seeing' such entities." usage_notes: "Key theme for D001 Chapter 1. Capitalized as a specific named concept within the monograph." status: "Confirmed_User" - term_id: "TERM_AUTX_011" term_text: "Instrumental Veil" definition: "(For D001) The layers of mediation, data processing, and theoretical interpretation inherent in scientific instrumental 'seeing', which shape the reconstructed patterns perceived as observations." usage_notes: "Key metaphor/theme for D001 Chapter 3. Capitalized as a specific named concept." status: "Confirmed_User" - term_id: "TERM_AUTX_012" term_text: "Imprint of Mind" definition: "(For D001) The totality of pre-existing conceptual frameworks (theories, assumptions, biases, expectations) that actively shape scientific gaze, inquiry design, data interpretation, and pattern recognition." usage_notes: "Key theme for D001 Chapter 4. Capitalized as a specific named concept." status: "Confirmed_User" - term_id: "TERM_AUTX_013" term_text: "knowledge voids" definition: "(For D001) Areas of scientific 'unknowing' (e.g., dark matter, quantum measurement problem) viewed not as passive absences of information, but as actively shaped by the limitations and biases of current methods of 'seeing'." usage_notes: "Key theme for D001 Chapter 5. Often used with italics (*knowledge voids*) for conceptual emphasis." status: "Confirmed_User" - term_id: "TERM_AUTX_014" term_text: "contours of ignorance" definition: "(For D001) A metaphor describing how the boundaries and characteristics of knowledge voids are delineated by the limits of current observational and theoretical frameworks." usage_notes: "Key metaphor for D001 Chapter 5. Often used with italics (*contours of ignorance*) for conceptual emphasis." status: "Confirmed_User" - term_id: "TERM_AUTX_015" # NEW TERM term_text: "structure first methodology (SFM)" definition: "(For D001) A methodological orientation introduced in D001 Part I, Chapter 6, that prioritizes discerning underlying generative principles, inherent patterns, and relational structures as primary in scientific inquiry, rather than focusing on pre-existing 'substances' or 'entities'. Proposed as 'new eyes' and a precursor to understanding autaxys." usage_notes: "Treat as a common noun phrase (lowercase), bold on first significant introduction (e.g., **structure first methodology**). Acronym SFM is capitalized. Central to D001.P1.C6." status: "Confirmed_User" provenance_data_summary_ref_id: "PROV_Glossary_v1.3.2" success_metrics_active: # AUTX_SuccessMetrics_v1.2 content id: "AUTX_SuccessMetrics" version: "1.2" status: "Active" # ... (Content as previously, no changes in this session) provenance_data_summary_ref_id: "PROV_SuccessMetrics_v1.2" collaboration_guidelines_active: # AUTX_CollabGuide_v1.3 content id: "AUTX_CollabGuide" version: "1.3" status: "Active" # ... (Content as previously, no changes in this session) provenance_data_summary_ref_id: "PROV_CollabGuide_v1.3" ai_operational_protocols_cco_instance: # AUTX_AIOpsProto_v1.2 content id: "AUTX_AIOpsProto" version: "1.2" status: "Active" # ... (Content as previously, no changes in this session) provenance_data_summary_ref_id: "PROV_AIOps_v1.2" ai_parameter_advisory_cco_instance: # AUTX_AIParams_v1.0 content id: "AUTX_AIParams" version: "1.0" status: "Active" # ... (Content as previously, no changes in this session) provenance_data_summary_ref_id: "PROV_AIParams_v1.0" learned_heuristic_repository_cco: # Includes LHR_AUTX_TypographicEmphasis_001 - heuristic_id: "LHR_AUTX_VerifyQuotes_001" # ... (Content as previously) - heuristic_id: "LHR_AUTX_TypographicEmphasis_001" triggering_context_summary: "User feedback on D001.P1.C5_rev3_Draft_v1.0 indicated overuse of quotation marks for emphasis/special terms, requesting revision for visual clarity and consistency with style guide." ai_initial_action_or_output_snippet: "(Content of D001_P1_C5_rev3_Draft_v1.0 with excessive quotes)" user_correction_or_directive_summary: "User requested reduction of quotation marks, preferring italics for emphasis on special terms (sparingly) or no special treatment after initial definition, as per AUTX_StyleGuide_v1.5. Approved revised draft v1.1 which implemented this." derived_heuristic_statement: "Strictly adhere to `AUTX_StyleGuide_v1.5` regarding `emphasis_quoting_italicization`. Avoid using double quotation marks for simple emphasis or to highlight project-specific terms after their initial bolded/italicized introduction. Prefer italics (sparingly) for subsequent conceptual emphasis if truly necessary for clarity. Prioritize readability and minimize typographic clutter from unnecessary quotation marks. This treatment is preferred for all monograph chapters." applicability_scope_within_cco: "All textual content generation for D001 and other monograph-style deliverables." confidence_level: "High_UserValidatedExplicitly" source_interaction_ref_id: "Interaction during D001.P1.C5_rev3_Draft_v1.0/v1.1 review (current session)" tags: ["typography", "style_guide", "emphasis", "quotation_marks", "italics", "readability", "monograph"] potential_for_global_tid_flag: false user_provided_date_context: "[Date of C5 approval session]" methodological_heuristics_log_cco: # Includes LHL_AUTX_009 - learning_id: "LHL_AUTX_001" # ... (Content as previously) - learning_id: "LHL_AUTX_006" # ... (Content as previously, with MetaRefineOutputASO_v2.10 note) - learning_id: "LHL_AUTX_007" # ... (Content as previously) - learning_id: "LHL_AUTX_008" # ... (Content as previously) - learning_id: "LHL_AUTX_009" user_provided_date_logged_context: "[Date of C4 approval session]" source_insight_or_issue_refs_ids: ["User feedback on D001.P1.C4_rev3 quality vs C1/C2", "User directive to proceed with plan but note C1/C2 for later revision", "INS_P2_003"] problem_or_inefficiency_observed_summary: "Previously approved chapters (C1, C2 of D001.P1), generated with an earlier engine version (v2.9), were perceived by the user as lower quality than a chapter (C4) generated 'from scratch' with the current engine (v2.10). This implies the new engine's capabilities (enhanced self-critique for value/density, theme integration) yield significantly better first-pass 'from scratch' drafts." derived_heuristic_or_protocol_enhancement_proposal: "When a new engine version with significant enhancements to core generation/refinement logic (e.g., `MetaRefineOutputASO`, `CAG-MH`) is deployed, consider offering the user an option to proactively re-draft key, previously approved content segments if there's a high likelihood of substantial quality improvement. This could be framed as a 'quality uplift pass'. Log such considerations in `open_seeds_exploration` if user defers immediate action." intended_impact_or_benefit_summary: "Maximizes final product quality by leveraging latest AI capabilities across all critical content, even if it means revisiting previously 'completed' work. Improves user satisfaction by demonstrating continuous improvement in AI output quality. Manages potential rework systematically." status: "Active_Guideline_for_CCO" implementation_notes_cco: "AI to be mindful of this when major engine updates occur relative to CCO content generation history." conceptual_anchors_cco: # Includes ANCHOR_AUTX_007 - anchor_id: "ANCHOR_AUTX_001" description: "Rock/Photon/Neutrino conundrum ('Particle Paradox')" type: "illustrative_example" usage_guidance: "Central theme for D001 Part I. Illustrates ambiguity of 'particle' and varied 'seeing' modes. Use to unsettle assumptions." status: "active" user_provided_date_context: "[Date of CCO Phase Reset]" - anchor_id: "ANCHOR_AUTX_002" description: "'Seeing' as mediated pattern recognition (biological, instrumental, theoretical, shaping voids)" type: "key_theme" usage_guidance: "Core deconstructive theme for D001 Part I. Emphasize active construction and interpretation in all forms of perception/observation and how it defines knowledge limits." status: "active" user_provided_date_context: "[Date of CCO Phase Reset]" - anchor_id: "ANCHOR_AUTX_003" description: "Materialism as a perceptual/interpretive filter (related to 'Imprint of Mind')" type: "key_theme" usage_guidance: "For D001.P1.C4_rev3 (Imprint of Mind). Explores how worldview shapes what is 'seen' or considered valid data/patterns." status: "active" user_provided_date_context: "[Date of CCO Phase Reset]" - anchor_id: "ANCHOR_AUTX_004" description: "Instrumental Veil" type: "metaphor" usage_guidance: "For D001.P1.C3_rev3 and relevant to C5. Represents the layers of mediation in scientific instrumental 'seeing' and how they contribute to shaping knowledge voids." status: "active" user_provided_date_context: "[Date of previous session closure]" - anchor_id: "ANCHOR_AUTX_005" description: "Imprint of Mind (Theories/Expectations Shaping Gaze)" type: "key_theme" usage_guidance: "Central to D001.P1.C4_rev3 and relevant to C5. How pre-existing conceptual frameworks influence scientific observation and interpretation, potentially creating blind spots or shaping knowledge voids." status: "active" user_provided_date_context: "[Date of C5 approval session]" - anchor_id: "ANCHOR_AUTX_006" description: "Contours of Ignorance (Knowledge Voids as Artifacts)" type: "key_theme" usage_guidance: "Central to D001.P1.C5_rev3. The idea that what we don't know is actively shaped by the limits of our current 'seeing' methods." status: "active" user_provided_date_context: "[Date of C5 approval session]" - anchor_id: "ANCHOR_AUTX_007" # NEW ANCHOR description: "structure first methodology (SFM)" type: "key_theme" # Or "methodology" usage_guidance: "A methodological orientation emphasizing discernment of generative principles, inherent patterns, and relational structures as primary. Introduced in D001.P1.C6 as 'new eyes' and precursor to autaxys. Treat as common noun phrase (lowercase), bold on first use; SFM capitalized." status: "active" user_provided_date_context: "[Date of this current session/save]" style_profiles_learned: [] ``` ---