{ "version": "radiolaria-site-topic-v1", "site_origin": "https://radiolaria.dev", "sources_url": "https://radiolaria.dev/read-with-ai/sources.json", "artifacts_url": "https://radiolaria.dev/downloads/artifacts.json", "reader_resolution": "reader_ids resolve in artifacts or original_publications at artifacts_url; singular claim.reader_id is the primary XML reader.", "page": { "id": "experience", "route": "/demonstrations/experience/", "title": "Same budget. Different work.", "visitor_question": "Can recorded experience change the next computation?", "short_answer": "Within the same nine-unit inspection budget, qualified history changed actual work from a 4/3 split to 3/4. A separate reuse witness avoided repeated domain work while keeping current reads and reviews.", "genre": "demonstration", "sources": [ "t2-experience-ledger", "t2-g4-summary", "t2-g4-cold", "t2-g4-warm", "t2-g4-history", "t2-reuse-checked", "t2-reuse-witness", "t2-reuse-cold-observation", "t2-reuse-warm-observation", "t2-pressure", "t2-avf-checked", "t2-geo-6" ], "related_pages": [ "/demonstrations/airline/", "/research/incident-atlas/", "/understand/growth/", "/understand/one-kernel/", "/research/geometry/" ], "updated_at": "2026-10-02", "task": "Spend a finite inspection budget on two Airline offers, then separately examine reuse of an unchanged calibration answer.", "roles": [ "Controlled prediction producer", "Source-bound outcome observer and history recorder", "Current DRS reader and local Root", "Finite pressure and allocation functions", "Native Work and final strategy consumer" ], "observed_result": "G4 dispatched nine Work units in both cold and warm instances, with the seven branch units redistributed from 4/3 to 3/4. N4-04 separately avoided one repeated domain and Host Work call.", "case_identity": "G4 recorded campaign comparison; N4-04 separate retained-current-source witness", "source_basis": [ "t2-experience-ledger", "t2-g4-summary", "t2-reuse-checked" ], "limits": [ "ONE_NATIVE_WORK_DISPATCH_UNIT is not money, tokens or energy", "G4 controlled prediction, zero model calls and preparation-only business path", "N4-04 observer covers the current process and thread; children UNOBSERVED_NOT_ZERO", "Source reading creates no new runtime result", "FullAVF, StrongGT and integrated Factory remain outside these finite profiles" ] }, "claims": [ { "id": "t2-g4-allocation", "title": "The same nine-unit cap funds different actual Work", "text": "Qualified history changes seven branch units from 4/3 to 3/4, and the saved performed lists identify the corresponding native Work.", "case": "experience", "episode": "G4 campaign /comparisons/cp_budget", "evidence_class": "recorded_evidence_read_only", "source_refs": [ "t2-g4-summary" ], "scope": "Controlled prediction; zero model calls; preparation-only business path; dispatch units are not tokens, money or time.", "record_id": "G4 campaign /comparisons/cp_budget", "fields": [ { "pointer": "/comparisons/cp_budget/cold", "value": { "offer_0": 4, "offer_1": 3 } }, { "pointer": "/comparisons/cp_budget/warm", "value": { "offer_0": 3, "offer_1": 4 } }, { "pointer": "/comparisons/cp_budget/cold_performed", "value": [ "offer_0_1", "offer_0_2", "offer_0_3", "offer_0_4", "offer_1_1", "offer_1_2", "offer_1_3" ] }, { "pointer": "/comparisons/cp_budget/warm_performed", "value": [ "offer_0_1", "offer_0_2", "offer_0_3", "offer_1_1", "offer_1_2", "offer_1_3", "offer_1_4" ] }, { "pointer": "/instances/cold/dispatches", "value": 9 }, { "pointer": "/instances/warm/dispatches", "value": 9 }, { "pointer": "/real_business_effects", "value": 0 } ] }, { "id": "t2-g4-budget", "title": "One spent, one reserved, seven allocated", "text": "The allocation preserves the original total and accounts for the already-spent initial constraint only once.", "case": "experience", "episode": "G4 cold budget", "evidence_class": "recorded_evidence_read_only", "source_refs": [ "t2-g4-cold" ], "scope": "Historical campaign; array order follows branch ID, not offer number.", "record_id": "G4 cold budget", "fields": [ { "pointer": "/budget/total", "value": 9 }, { "pointer": "/budget/spent", "value": 1 }, { "pointer": "/allocation/mandatory_units", "value": 1 }, { "pointer": "/allocation/available", "value": 7 }, { "pointer": "/allocation/unit", "value": "ONE_NATIVE_WORK_DISPATCH_UNIT" } ] }, { "id": "t2-reuse-n4-04", "title": "The repeated answer avoids domain Work, with current Roots", "text": "Cold-to-warm domain and Host Work calls fall from one to zero; the answer remains 27/3/1/1 and two current Root calls remain.", "case": "experience", "episode": "N4-04", "evidence_class": "recorded_evidence_read_only", "source_refs": [ "t2-reuse-checked" ], "scope": "Retained current-source witness. Current process/thread only; child activity UNOBSERVED_NOT_ZERO. Not a total-cost measurement.", "record_id": "N4-04", "fields": [ { "pointer": "/domain_executions", "value": [ 1, 0 ] }, { "pointer": "/host_work", "value": [ 1, 0 ] }, { "pointer": "/warm_roots", "value": 2 }, { "pointer": "/action_effects", "value": 0 }, { "pointer": "/answer", "value": { "correction_den": 1, "correction_num": 1, "n": 3, "total": 27 } } ] }, { "id": "t2-avf-authority", "title": "A perfect advisory score creates no restored authority", "text": "The score witness preserves refusal of invalid builders and a separate valid mock-effect path.", "case": "experience", "episode": "N1-05", "evidence_class": "recorded_evidence_read_only", "source_refs": [ "t2-avf-checked" ], "scope": "Retained current-source witness; one mock effect belongs to the separately valid current Root path.", "record_id": "N1-05", "fields": [ { "pointer": "/high_avf", "value": 1 }, { "pointer": "/invalid_builders", "value": 2 }, { "pointer": "/mock_effects", "value": 1 }, { "pointer": "/new_authority_restored", "value": false } ] }, { "id": "t2-reuse-observation-scope", "title": "Warm reuse still reads and reviews", "text": "The warm observer records one read and two Root calls, with child activity explicitly unobserved.", "case": "experience", "episode": "N4-04 warm observation", "evidence_class": "recorded_observation_read_only", "source_refs": [ "t2-reuse-warm-observation", "t2-reuse-cold-observation" ], "scope": "CURRENT_PROCESS_CURRENT_THREAD_ONLY; no whole-process or energy claim.", "record_id": "N4-04 warm.observation.json", "fields": [ { "pointer": "/counts/read", "value": 1 }, { "pointer": "/counts/root", "value": 2 }, { "pointer": "/children", "value": "UNOBSERVED_NOT_ZERO" }, { "pointer": "/scope", "value": "CURRENT_PROCESS_CURRENT_THREAD_ONLY" } ] } ], "reader_ids": [ "site-focus-experience-xml", "site-focus-experience-txt" ] }