AINA · Personalization Engine

Reports, handoffs & boards from the data-engine-room goal

Auto-published from VDS · updated 2026-06-14 05:36 EDT · branch main · 3e975b4 feat(FN-001): record forward plan as Fusion missions

Boards & Dashboards

• aina-production-readiness-board-2026-06-12.html2026-06-14 05:36
• aina-donor-retirement-pack-2026-06-13.html2026-06-14 05:36
• aina-mission-execution-board-2026-06-09.html2026-06-14 05:36
• aina-personalization-engine-mission-2026-06-09.html2026-06-14 05:36
• review_dashboard_v1.htmldashboard

Handoffs (newest first)

• 2026-06-13-top-band-abstain-semantic-bridge-handoff.html2026-06-14 05:36
• 2026-06-13-top-band-alias-repair-queue-handoff.html2026-06-14 05:36
• 2026-06-13-top-band-repair-first-semantic-bridge-handoff.html2026-06-14 05:36
• 2026-06-13-top-band-repair-first-triage-handoff.html2026-06-14 05:36
• 2026-06-13-top-band-runtime-route-coverage-handoff.html2026-06-14 05:36
• 2026-06-13-top-band-source-evidence-completion-bridge-handoff.html2026-06-14 05:36
• 2026-06-13-jd-aware-source-authority-repair-handoff.html2026-06-14 05:36
• 2026-06-13-jd-source-tool-context-coverage-handoff.html2026-06-14 05:36
• 2026-06-13-local-main-consolidation-handoff.html2026-06-14 05:36
• 2026-06-13-model-quality-gate-terminology-handoff.html2026-06-14 05:36
• 2026-06-13-named-tool-ai-fluency-coverage-handoff.html2026-06-14 05:36
• 2026-06-13-named-tool-authority-embedding-handoff.html2026-06-14 05:36
• 2026-06-13-personalization-engine-pause-checkpoint-report.html2026-06-14 05:36
• 2026-06-13-production-semantic-spine-autonomous-execution-handoff.html2026-06-14 05:36
• 2026-06-13-role-context-query-source-authority-handoff.html2026-06-14 05:36
• 2026-06-13-role-context-runtime-fixtures-handoff.html2026-06-14 05:36
• 2026-06-13-runtime-authority-contract-source-signal-handoff.html2026-06-14 05:36
• 2026-06-13-runtime-contract-source-authority-signal-handoff.html2026-06-14 05:36
• 2026-06-13-sensitive-guardrail-eval-runs-handoff.html2026-06-14 05:36
• 2026-06-13-sensitive-guardrail-fixture-pack-handoff.html2026-06-14 05:36
• 2026-06-13-sensitive-source-authority-triage-handoff.html2026-06-14 05:36
• 2026-06-13-source-authority-runtime-reconciliation-handoff.html2026-06-14 05:36
• 2026-06-13-top-band-abstain-hardening-handoff.html2026-06-14 05:36
• 2026-06-12-production-semantic-embedding-milestone-handoff.html2026-06-14 05:36
• 2026-06-12-progressive-workflow-assessment-seed-handoff.html2026-06-14 05:36
• 2026-06-12-serviceable-title-embedding-1000-handoff.html2026-06-14 05:36
• 2026-06-12-serviceable-title-embedding-1500-handoff.html2026-06-14 05:36
• 2026-06-12-serviceable-title-embedding-2000-handoff.html2026-06-14 05:36
• 2026-06-12-serviceable-title-embedding-2500-handoff.html2026-06-14 05:36
• 2026-06-12-source-authority-anti-loop-embedding-repair-handoff.html2026-06-14 05:36
• 2026-06-12-source-authority-embedding-checkpoint-handoff.html2026-06-14 05:36
• 2026-06-13-ai-fluency-non-tool-coverage-handoff.html2026-06-14 05:36
• 2026-06-13-ai-fluency-proof-tail-authority-repair-handoff.html2026-06-14 05:36
• 2026-06-13-ai-fluency-proof-tail-context-source-repair-handoff.html2026-06-14 05:36
• 2026-06-13-ai-fluency-proof-tail-fixtures-handoff.html2026-06-14 05:36
• 2026-06-13-ai-fluency-public-onet-proof-tail-repair-handoff.html2026-06-14 05:36
• 2026-06-13-ai-fluency-raw-jd-proof-tail-repair-handoff.html2026-06-14 05:36
• 2026-06-13-ai-fluency-tail-closure-handoff.html2026-06-14 05:36
• 2026-06-13-ai-fluency-tool-context-hardening-handoff.html2026-06-14 05:36
• 2026-06-13-jd-aware-derived-evidence-embedding-handoff.html2026-06-14 05:36
• 2026-06-13-jd-aware-repair-and-live-embedding-handoff.html2026-06-14 05:36
• 2026-06-11-semantic-patch-replay-handoff.html2026-06-14 05:36
• 2026-06-11-session-closeout-data-engine-room-handoff.html2026-06-14 05:36
• 2026-06-11-title-coverage-runtime-readiness-handoff.html2026-06-14 05:36
• 2026-06-11-title-expansion-runtime-semantic-replay-handoff.html2026-06-14 05:36
• 2026-06-11-top-worked-title-readiness-handoff.html2026-06-14 05:36
• 2026-06-12-ai-fluency-capability-map-handoff.html2026-06-14 05:36
• 2026-06-12-ai-fluency-coverage-tool-proof-vector-handoff.html2026-06-14 05:36
• 2026-06-12-ai-fluency-top-band-capability-coverage-handoff.html2026-06-14 05:36
• 2026-06-12-ain-506-p0-gate-handoff.html2026-06-14 05:36
• 2026-06-12-ain-506-semantic-sidecar-handoff.html2026-06-14 05:36
• 2026-06-12-ain-510-local-proof-gate-handoff.html2026-06-14 05:36
• 2026-06-12-ain-510-runtime-authority-contract-handoff.html2026-06-14 05:36
• 2026-06-12-ain-510-runtime-retrieval-proof-handoff.html2026-06-14 05:36
• 2026-06-12-data-engine-room-technical-deep-dive-handoff.html2026-06-14 05:36
• 2026-06-12-gemini-clean-before-embed-live-500-handoff.html2026-06-14 05:36
• 2026-06-12-gemini-clean-before-embed-source-authority-handoff.html2026-06-14 05:36
• 2026-06-12-gemini-workflow-embedding-handoff.html2026-06-14 05:36
• 2026-06-12-production-embedding-serviceable-progress-handoff.html2026-06-14 05:36
• 2026-06-12-production-embedding-top-worked-gate-handoff.html2026-06-14 05:36
• 2026-06-10-icp-title-coverage-goal-run-handoff.html2026-06-14 05:36
• 2026-06-11-beta-readiness-path-handoff.html2026-06-14 05:36
• 2026-06-11-deterministic-semantic-repairs-handoff.html2026-06-14 05:36
• 2026-06-11-final-personalization-engine-title-coverage-handoff.html2026-06-14 05:36
• 2026-06-11-founder-facing-data-engine-room-report.html2026-06-14 05:36
• 2026-06-11-harvest-source-semantic-gate-handoff.html2026-06-14 05:36
• 2026-06-11-import-recipes-semantic-repair-queue-handoff.html2026-06-14 05:36
• 2026-06-11-personalization-engine-closure-handoff.html2026-06-14 05:36
• 2026-06-11-production-runtime-readiness-handoff.html2026-06-14 05:36
• 2026-06-11-runtime-eval-runs-handoff.html2026-06-14 05:36
• 2026-06-11-runtime-evaluator-fixtures-handoff.html2026-06-14 05:36
• 2026-06-11-runtime-intake-handoff.html2026-06-14 05:36
• 2026-06-11-runtime-payloads-handoff.html2026-06-14 05:36
• 2026-06-11-runtime-semantic-adjudication-handoff.html2026-06-14 05:36
• 2026-06-11-runtime-title-specialization-handoff.html2026-06-14 05:36

Reports (newest first)

• top_band_abstain_semantic_qa_v1.html2026-06-14 05:36
• top_band_linkedin_source_authority_intake_v1.html2026-06-14 05:36
• top_band_repair_first_contract_bridge_v1.html2026-06-14 05:36
• top_band_repair_first_semantic_qa_v1.html2026-06-14 05:36
• top_band_repair_first_triage_v1.html2026-06-14 05:36
• top_band_runtime_contract_bridge_v1.html2026-06-14 05:36
• top_band_runtime_route_coverage_v1.html2026-06-14 05:36
• top_band_runtime_route_repair_queue_v1.html2026-06-14 05:36
• top_band_sensitive_fallback_bridge_v1.html2026-06-14 05:36
• top_band_sensitive_guardrail_eval_runs_v1.html2026-06-14 05:36
• top_band_sensitive_guardrail_fixture_pack_v1.html2026-06-14 05:36
• top_band_sensitive_source_authority_triage_v1.html2026-06-14 05:36
• top_band_source_evidence_completion_v1.html2026-06-14 05:36
• top_band_source_evidence_contract_bridge_v1.html2026-06-14 05:36
• top_worked_title_readiness_v1.html2026-06-14 05:36
• wedge_justification.html2026-06-14 05:36
• workflow_repaired_candidate_spot_check_v1.html2026-06-14 05:36
• production_source_authority_inventory_v1.html2026-06-14 05:36
• production_source_authority_registry_v1.html2026-06-14 05:36
• progressive_workflow_assessment_seed_v1.html2026-06-14 05:36
• public_source_snapshot_v1.html2026-06-14 05:36
• review_dashboard_v1.html2026-06-14 05:36
• review_queue_v1.html2026-06-14 05:36
• role_context_runtime_fixtures_v1.html2026-06-14 05:36
• rubric_depth_gate_v1.html2026-06-14 05:36
• sandbox_payload_fixture.html2026-06-14 05:36
• semantic_review_clean_candidate_spot_check_v1.html2026-06-14 05:36
• serving_probe_v1.html2026-06-14 05:36
• source_authority_beta_wedge_audit_v1.html2026-06-14 05:36
• source_authority_registry_v2.html2026-06-14 05:36
• source_authority_start_here_v1.html2026-06-14 05:36
• telemetry_contract_v0.html2026-06-14 05:36
• title_coverage_expansion_v1.html2026-06-14 05:36
• title_expansion_v1.html2026-06-14 05:36
• top_band_abstain_contract_bridge_v1.html2026-06-14 05:36
• top_band_abstain_hardening_v1.html2026-06-14 05:36
• production_embedding_eligibility_v1__source_family=semantic_review.html2026-06-14 05:36
• production_embedding_eligibility_v1__source_family=serviceable_title.html2026-06-14 05:36
• production_embedding_eligibility_v1__source_family=top_worked_title.html2026-06-14 05:36
• production_embedding_repair_queue_v1.html2026-06-14 05:36
• production_embedding_repair_queue_v1__source_family=ai_fluency_headless_loop__jd_aware_role_context.html2026-06-14 05:36
• production_embedding_repair_queue_v1__source_family=jobs_research_tool__workflow_tool_evidence.html2026-06-14 05:36
• production_embedding_repair_queue_v1__source_family=jobs_research_workflow.html2026-06-14 05:36
• production_embedding_repair_queue_v1__source_family=jobs_research_workflow__workflow_ai_affordance__workflow_intelligence__workflow_seed__workflow_tool_evidence.html2026-06-14 05:36
• production_embedding_repair_queue_v1__source_family=semantic_review.html2026-06-14 05:36
• production_embedding_repair_queue_v1__source_family=serviceable_title.html2026-06-14 05:36
• production_embedding_repair_queue_v1__source_family=top_worked_title.html2026-06-14 05:36
• production_embedding_repaired_corpus_v1__source_family=jobs_research_tool__workflow_tool_evidence.html2026-06-14 05:36
• production_embedding_repaired_corpus_v1__source_family=jobs_research_workflow.html2026-06-14 05:36
• production_embedding_repaired_corpus_v1__source_family=jobs_research_workflow__workflow_ai_affordance__workflow_intelligence__workflow_seed__workflow_tool_evidence.html2026-06-14 05:36
• production_embedding_repaired_corpus_v1__source_family=semantic_review.html2026-06-14 05:36
• production_embedding_repaired_corpus_v1__source_family=serviceable_title.html2026-06-14 05:36
• production_embedding_repaired_corpus_v1__source_family=top_worked_title.html2026-06-14 05:36
• production_embedding_semantic_qa_v1__source_family=ai_fluency_headless_loop__jd_aware_role_context.html2026-06-14 05:36
• production_embedding_semantic_qa_v1__source_family=jd_aware_role_context.html2026-06-14 05:36
• production_embedding_semantic_qa_v1__source_family=named_tool_authority.html2026-06-14 05:36
• production_runtime_contracts_v1.html2026-06-14 05:36
• production_runtime_readiness_v0.html2026-06-14 05:36
• gdpval_replacement_reviewer_payload_v1.html2026-06-14 05:36
• hf_runtime_map_receipt_v1.html2026-06-14 05:36
• icp_title_adjudication_v1.html2026-06-14 05:36
• icp_title_coverage_v1.html2026-06-14 05:36
• jd_aware_role_context_evidence_v1.html2026-06-14 05:36
• learner_event_replay_v1.html2026-06-14 05:36
• linear_update_payloads_2026_06_12_gemini_workflow_embedding.html2026-06-14 05:36
• local_api_runtime_v1.html2026-06-14 05:36
• named_tool_source_authority_v1.html2026-06-14 05:36
• packet_quality_gate_v1.html2026-06-14 05:36
• production_chunk_vector_reconciliation_v1.html2026-06-14 05:36
• production_deployment_approval_v1.html2026-06-14 05:36
• production_embedding_eligibility_v1.html2026-06-14 05:36
• production_embedding_eligibility_v1__source_family=ai_fluency_headless_loop__jd_aware_role_context.html2026-06-14 05:36
• production_embedding_eligibility_v1__source_family=jd_aware_role_context.html2026-06-14 05:36
• production_embedding_eligibility_v1__source_family=jobs_research_tool__workflow_tool_evidence.html2026-06-14 05:36
• production_embedding_eligibility_v1__source_family=jobs_research_workflow.html2026-06-14 05:36
• production_embedding_eligibility_v1__source_family=jobs_research_workflow__workflow_ai_affordance__workflow_intelligence__workflow_seed__workflow_tool_evidence.html2026-06-14 05:36
• production_embedding_eligibility_v1__source_family=named_tool_authority.html2026-06-14 05:36
• feedback_loop_v0.html2026-06-14 05:36
• feedback_state_matrix_v1.html2026-06-14 05:36
• gdpval_calibration_decision_v1.html2026-06-14 05:36
• gdpval_calibration_packet_v1.html2026-06-14 05:36
• gdpval_hold_closeout_v1.html2026-06-14 05:36
• gdpval_replacement_approved_intake_v1.html2026-06-14 05:36
• gdpval_replacement_candidate_backlog_v1.html2026-06-14 05:36
• gdpval_replacement_candidate_batch_outcome_v1.html2026-06-14 05:36
• gdpval_replacement_candidate_batch_practice_v1.html2026-06-14 05:36
• gdpval_replacement_candidate_batch_resolution_v1.html2026-06-14 05:36
• gdpval_replacement_candidate_batch_review_v1.html2026-06-14 05:36
• gdpval_replacement_candidate_pack_v1.html2026-06-14 05:36
• gdpval_replacement_candidate_practice_v1.html2026-06-14 05:36
• gdpval_replacement_candidate_review_batch_v1.html2026-06-14 05:36
• gdpval_replacement_candidate_review_v1.html2026-06-14 05:36
• gdpval_replacement_candidate_revision_closeout_v1.html2026-06-14 05:36
• gdpval_replacement_closeout_v1.html2026-06-14 05:36
• gdpval_replacement_domain_review_v1.html2026-06-14 05:36
• gdpval_replacement_practice_v1.html2026-06-14 05:36
• gdpval_replacement_replay_bridge_v1.html2026-06-14 05:36
• ain_506_production_semantic_embedding_corpus_v1__source_family=ai_fluency_headless_loop__jd_aware_role_context.html2026-06-14 05:36
• ain_506_production_semantic_embedding_corpus_v1__source_family=jd_aware_role_context.html2026-06-14 05:36
• ain_506_production_semantic_embedding_corpus_v1__source_family=jobs_research_tool__workflow_tool_evidence.html2026-06-14 05:36
• ain_506_production_semantic_embedding_corpus_v1__source_family=jobs_research_workflow__workflow_ai_affordance__workflow_intelligence__workflow_seed__workflow_tool_evidence.html2026-06-14 05:36
• ain_506_production_semantic_embedding_corpus_v1__source_family=named_tool_authority.html2026-06-14 05:36
• ain_506_production_semantic_embedding_corpus_v1__source_family=semantic_review.html2026-06-14 05:36
• ain_506_semantic_review_progressive_live_500_v1.html2026-06-14 05:36
• ain_506_semantic_sidecar_v1.html2026-06-14 05:36
• ain_510_retrieval_promotion_gate_v1.html2026-06-14 05:36
• ain_510_runtime_authority_contract_v1.html2026-06-14 05:36
• ain_510_runtime_retrieval_proof_v1.html2026-06-14 05:36
• ain_510_runtime_source_authority_repair_v1.html2026-06-14 05:36
• api_contract_fixture.html2026-06-14 05:36
• authored_lesson_depth_v1.html2026-06-14 05:36
• beta_admission_v1.html2026-06-14 05:36
• beta_learner_loop_v0.html2026-06-14 05:36
• beta_readiness_path_v1.html2026-06-14 05:36
• content_coverage_v1.html2026-06-14 05:36
• deployment_readiness_v1.html2026-06-14 05:36
• evidence_fanout_probe_v1.html2026-06-14 05:36
• fallback_matrix_v1.html2026-06-14 05:36
• ai_fluency_capability_map_v0.html2026-06-14 05:36
• ai_fluency_headless_loop_v1.html2026-06-14 05:36
• ai_fluency_proof_tail_authority_repair_v1.html2026-06-14 05:36
• ai_fluency_proof_tail_fixtures_v1.html2026-06-14 05:36
• ai_fluency_tool_context_hardening_v1.html2026-06-14 05:36
• ai_fluency_top_band_capability_coverage_v1.html2026-06-14 05:36
• ain_506_live_gemini_embedding_run_v1.html2026-06-14 05:36
• ain_506_p0_embedding_contract_gate_v1.html2026-06-14 05:36
• ain_506_production_semantic_embedding_corpus_v1.html2026-06-14 05:36