# --- Orchestration for Turn 6 --- # Load ces from the previous turn's output (end of Turn 5) ces_from_turn_5 = {"sV": "3.0.1-mod5", "vF": "AIOS_Engine_v6.0.1-mod5", "vS": "6.0.1-mod5", "cM": "PDF", "kAS_t": "json_s", "kAS": "{\"cco_id\": \"cco_ife_mod5_16201800\", \"metadata_internal_cco\": {\"name_label\": \"AIOS Project (IFE): The project aims to investigate...\", \"current_state_description\": \"IFE Complete - Project Essence Defined\", \"schema_version_used\": \"3.0.1-mod5\", \"engine_version_context\": \"AIOS_Engine_v6.0.1-mod5\", \"creation_timestamp_utc\": \"2025-05-27T05:57:03.811814+00:00\"}, \"op_log_j\": [{\"ts\": \"2025-05-27T05:57:03.811913+00:00\", \"let\": \"IFE_NEW_CCO_PROCESSED\", \"lm\": \"New CCO 'cco_ife_mod5_16201800' init with processed input (summary): 'The project aims to investigate...', status: success\", \"mh_c\": \"IFE\"}, {\"ts\": \"2025-05-27T05:57:33.031230+00:00\", \"let\": \"IFE_FINAL_PROJECT_ESSENCE\", \"lm\": \"Project core essence finalized. MRO Status: MRO_Done\", \"mh_c\": \"IFE\", \"ado\": {\"core_essence_txt\": \"This project confronts the autaxic cosmological prediction: that observable anomalies in the early universe (large redshifts) signify evolving fundamental laws or dynamics, challenging standard models. AIOS's primary objective is to orchestrate a comprehensive research plan\\\\u2014encompassing meta-analysis and novel observational/theoretical strategies\\\\u2014to systematically evaluate this transformative hypothesis and its implications for cosmic origins.\", \"llm_dts_status\": \"DraftComplete\", \"mro_refinement_notes\": \"Minor wording changes for impact and flow while maintaining original intent and alignment with project goals.\"}}, {\"ts\": \"2025-05-27T05:57:33.031334+00:00\", \"let\": \"MH_COMP_STAT_RPT\", \"lm\": \"MH 'IFE' fin.Stat:IFE_Complete.\", \"mh_c\": \"K_PMR\", \"ado\": {\"summary\": \"IFE Done for CCO: cco_ife_mod5_16201800\"}}], \"core_essence_j\": {\"core_essence_txt\": \"This project confronts the autaxic cosmological prediction: that observable anomalies in the early universe (large redshifts) signify evolving fundamental laws or dynamics, challenging standard models. AIOS's primary objective is to orchestrate a comprehensive research plan\\\\u2014encompassing meta-analysis and novel observational/theoretical strategies\\\\u2014to systematically evaluate this transformative hypothesis and its implications for cosmic origins.\", \"llm_dts_status\": \"DraftComplete\", \"mro_refinement_notes\": \"Minor wording changes for impact and flow while maintaining original intent and alignment with project goals.\"}, \"initiating_document_s\": {\"input_ref_placeholder\": \"input_doc_ref_36111001\", \"processed_representation\": {\"processing_status\": \"success\", \"details\": {\"input_summary\": \"The project aims to investigate the autaxic cosmological prediction of observable anomalies in the early universe (large redshifts) due to evolving autaxic laws or dynamics, distinct from standard models. AIOS is tasked to orchestrate the creation of a comprehensive research plan, including a meta-analysis of existing research and formulation of structured research questions, observational strategies, and theoretical modeling priorities.\", \"extracted_keywords\": [\"autaxic cosmological prediction\", \"early universe\", \"large redshifts\", \"evolving laws\", \"spacetime dynamics\", \"research plan\", \"meta-analysis\", \"ΛCDM model\", \"observational anomalies\", \"AIOS orchestration\"], \"extracted_key_phrases\": [\"investigate autaxic cosmological prediction\", \"anomalies in the early universe\", \"evolving autaxic laws or dynamics\", \"comprehensive research plan\", \"meta-analysis of existing research\"], \"extracted_proper_names\": [\"AIOS\", \"A New Way of Seeing\", \"Autaxys and Autology: Definition, Rationale, and Implications\", \"JWST\", \"MOND\", \"ΛCDM\", \"Euclid\", \"Roman Space Telescope\", \"SKA\"], \"extracted_key_sentences\": [\"The core idea is to investigate the autaxic cosmological prediction that observations of the very early universe (at large redshifts) might reveal anomalies or deviations from standard cosmological models, consistent with evolving autaxic laws or different large-scale autaxic spacetime dynamics, as discussed in 'A New Way of Seeing', particularly Chapters 10 and 14.\", \"The goal is for AIOS to orchestrate the creation of a comprehensive research plan.\", \"This research plan will serve as a roadmap for systematically evaluating the autaxic cosmological prediction and its implications for understanding the universe's origins and fundamental nature, leveraging the principles laid out in 'A New Way of Seeing' and 'Autaxys and Autology: Definition, Rationale, and Implications'.\"]}}}}", "kCI": "PDF", "kMI": "{}", "_is_refl": False, "lh_s": None, "lh": ["2025-05-27T04:54:58.895226+00:00 - LG (Sys v6.0.1-mod5): INIT: MainEngine 6.0.1-mod5 Started.", "2025-05-27T04:54:58.895306+00:00 - LG (Sys v6.0.1-mod5): INIT: MainEngine 6.0.1-mod5 (default state).", "2025-05-27T04:54:58.895320+00:00 - LG (Sys v6.0.1-mod5): INIT: MainEngine Done.", "2025-05-27T04:54:58.895334+00:00 - LG (K v6.0.1-mod5): KERNEL_v6:6.0.1-mod5 sess start (fresh).", "2025-05-27T04:54:58.895347+00:00 - LG (K v6.0.1-mod5): k_st_int:No act kCI('None').Init opts.", "2025-05-27T04:54:58.895359+00:00 - LG (K v6.0.1-mod5): PUM:Status:AIOS Eng 6.0.1-mod5(Mod5)init....", "2025-05-27T04:54:58.895475+00:00 - LG (K v6.0.1-mod5): PIO: Init cmd opts.", "2025-05-27T04:55:10.428454+00:00 - LG (Sys v6.0.1-mod5): IS:Done.Eng v6.0.1-mod5.MHFromState K.CCO Loaded:N.", "2025-05-27T04:55:10.428471+00:00 - LG (Sys v6.0.1-mod5): INIT: MainEngine Done.", "2025-05-27T04:55:10.428486+00:00 - LG (K v6.0.1-mod5): kernel_pirc_int:Proc cmd:'NEW'", "2025-05-27T04:55:10.428497+00:00 - LG (K v6.0.1-mod5): f_iud: Parsed 'NEW' to NID 'IFE'.", "2025-05-27T04:55:10.428506+00:00 - LG (K v6.0.1-mod5): K:Next kCI:IFE from init.", "2025-05-27T04:55:10.428520+00:00 - LG (Kernel v6.0.1-mod5): Dispatch to MH:IFE(Orig kCI:IFE)", "2025-05-27T04:55:10.428570+00:00 - LG (IFE v6.0.1-mod5): S1: Start IFE Process", "2025-05-27T04:55:10.428583+00:00 - LG (IFE v6.0.1-mod5): PUM:Status:IFE v6.0.1-mod5 (Mod5): Starting Idea Formalization......", "2025-05-27T04:55:10.428642+00:00 - LG (IFE v6.0.1-mod5): Eliciting core idea/problem statement from user.", "2025-05-27T05:57:03.811076+00:00 - LG (MainEngine v6.0.1-mod5): Dispatching LLM/Cognitive response back to MH: IFE, Method: s2", "2025-05-27T05:57:03.811090+00:00 - LG (IFE v6.0.1-mod5): S2: Received initial core idea input from user/caller.", "2025-05-27T05:57:03.811140+00:00 - LG (IFE v6.0.1-mod5): Requesting CT_PROCESS_INPUT for: 'The core idea is to investigate the autaxic cosmological prediction that observations of the very ea...'", "2025-05-27T05:57:33.031160+00:00 - LG (MainEngine v6.0.1-mod5): Dispatching LLM/Cognitive response back to MH: IFE, Method: s4", "2025-05-27T05:57:33.031175+00:00 - LG (IFE v6.0.1-mod5): S4: Received MRO refinement result for project core essence.", "2025-05-27T05:57:33.031260+00:00 - LG (IFE v6.0.1-mod5): PUM:Status:IFE: Core Idea Formalization complete. Project essence defined..", "2025-05-27T05:57:33.031320+00:00 - LG (K_PMR v6.0.1-mod5): Proc res MH 'IFE'.Stat:'IFE_Complete'", "2025-05-27T05:57:33.031388+00:00 - LG (K_PMR v6.0.1-mod5): Default sequence: IFE complete, next is PDF."], "sI": {}, "sP": {}, "sPl": {}, "sCg": {}, "sT": {}, "sSl": {}, "sK": {}, "sFe": {}, "sMr": {} } engine_instance_main = AIOSMainEngine_v6(i_sjs=jsn.dumps(ces_from_turn_5)) # The Kernel (k_rcmh) will now call the PDF MH's s1 method. # No user input is needed for this step as it's an internal dispatch. aios_output_s1_pdf = engine_instance_main.kernel.k_rcmh() # k_rcmh will dispatch to PDF.s1() print("--- AIOS Engine v6.0.1-mod5 Output (Turn 6, Part 1 - PDF Stub Execution) ---") print(jsn.dumps(aios_output_s1_pdf, indent=2)) # The PDF stub returns immediately. The Kernel's k_pmr_internal will process this. # Since PDF is a stub and there's no default sequence after PDF, # the Kernel should transition to AUI state. # Re-establish engine instance with state from aios_output_s1_pdf['ces'] # (This is important because k_pmr_internal modifies engine state like kCI, kMI, cM) engine_instance_main_updated_pdf = AIOSMainEngine_v6(i_sjs=aios_output_s1_pdf['ces']) aios_output_after_pdf = engine_instance_main_updated_pdf.kernel.k_pmr_internal( mjid='PDF', # The MH that just completed mhr=aios_output_s1_pdf # The result from PDF.s1 (which is what k_rcmh returned after wrapping it) ) print("--- AIOS Engine v6.0.1-mod5 Output (Turn 6, Part 2 - Kernel Awaiting Next User Instruction) ---") print(jsn.dumps(aios_output_after_pdf, indent=2)) print("--- AIOS Engine v6.0.1-mod5 End (Turn 6) ---")