{
  "schema": "lri.onepage-topic-summary.v1",
  "topic": {
    "id": "research_domains",
    "title": "Research Topics",
    "subtitle": "将具体技术专题收敛到研究内部，以统一工作台、证据链和资源框架持续维护",
    "goal": "以磁电存储、HarmonyOS Runtime Validation、华为韬(τ)定律、俄语语义检索、exo 本地分布式 AI 集群、AI Security 与 Frontier AI Minds 为实例，沉淀可复制的领域工作台、证据边界和资源研究框架。",
    "canonical_entry": "index.html",
    "summary_kind": "container_or_framework_topic"
  },
  "thesis": [
    {
      "claim": "Research Domains 已从单一磁电存储样板扩展到运行环境验证与后摩尔半导体方法研究，领域实例必须遵循统一证据边界。",
      "summary": "把单一技术专题升级为可复制的领域洞察框架",
      "evidence_refs": [
        "local_index"
      ]
    }
  ],
  "tracks": [
    {
      "name": "领域模板",
      "description": "领域模板 是该专题的关键展开维度。"
    },
    {
      "name": "资源分级",
      "description": "资源分级 是该专题的关键展开维度。"
    },
    {
      "name": "证据卡",
      "description": "证据卡 是该专题的关键展开维度。"
    },
    {
      "name": "合作适配",
      "description": "合作适配 是该专题的关键展开维度。"
    },
    {
      "name": "Information Retrieval Intelligence",
      "description": "Benchmark、召回、重排、长文档检索、RAG 与模型路由。"
    }
  ],
  "overview_map": [
    {
      "layer": "L1",
      "title": "领域入口",
      "description": "领域入口 是该专题单页汇总的核心节点。"
    },
    {
      "layer": "L2",
      "title": "模板复制",
      "description": "模板复制 是该专题单页汇总的核心节点。"
    },
    {
      "layer": "L3",
      "title": "证据沉淀",
      "description": "证据沉淀 是该专题单页汇总的核心节点。"
    },
    {
      "layer": "L4",
      "title": "资源评分",
      "description": "资源评分 是该专题单页汇总的核心节点。"
    },
    {
      "layer": "L5",
      "title": "领域扩展",
      "description": "领域扩展 是该专题单页汇总的核心节点。"
    }
  ],
  "capability_matrix": [
    {
      "capability": "领域 taxonomy",
      "track": "领域模板",
      "primary_resources": [
        "magnetoelectric_storage",
        "future_ai_domain",
        "future_compiler_domain"
      ],
      "gap": "需要在正式工作台中继续补证据、资源和状态。"
    },
    {
      "capability": "resource tiers",
      "track": "资源分级",
      "primary_resources": [
        "magnetoelectric_storage",
        "future_ai_domain",
        "future_compiler_domain"
      ],
      "gap": "需要在正式工作台中继续补证据、资源和状态。"
    },
    {
      "capability": "evidence cards",
      "track": "证据卡",
      "primary_resources": [
        "magnetoelectric_storage",
        "future_ai_domain",
        "future_compiler_domain"
      ],
      "gap": "需要在正式工作台中继续补证据、资源和状态。"
    },
    {
      "capability": "domain workbench template",
      "track": "合作适配",
      "primary_resources": [
        "magnetoelectric_storage",
        "future_ai_domain",
        "future_compiler_domain"
      ],
      "gap": "需要在正式工作台中继续补证据、资源和状态。"
    },
    {
      "capability": "information retrieval intelligence",
      "track": "检索与 RAG",
      "primary_resources": [
        "RusBEIR",
        "RSF 25-21-00206",
        "MSU Laboratory of Information Resources Analysis"
      ],
      "gap": "补固定 release、模型权重、Qrels provenance 与企业场景。"
    }
  ],
  "resource_profiles": [
    {
      "name": "openjiuwen",
      "description": "openJiuwen 技术生态的一手来源研究：Swarm Skills、Runtime/DX、AgentInfer、Memory、可证伪实验和证据边界。",
      "status": "primary_source_deep_review_unbenchmarked",
      "entry": "openjiuwen/workbench.html"
    },
    {
      "name": "magnetoelectric_storage",
      "description": "magnetoelectric_storage 是当前专题的一项资源或实例。",
      "status": "indexed"
    },
    {
      "name": "huawei_tau_scaling",
      "description": "华为提出的跨层时间缩微与 LogicFolding 候选工程框架，按可证伪和证据边界研究。",
      "status": "evidence_bounded_seed"
    },
    {
      "name": "exo_local_ai_cluster",
      "description": "WAIC 风格单一工作台：技术研究、汇报长页与 16:9 演示模式在中央区域原地切换。",
      "status": "review_grade_code_evolution_topic",
      "briefing": "workbench.html?view=insight_briefing",
      "navigation_contract": "single_workbench_multi_view",
      "deck": "workbench.html?view=insight_deck"
    },
    {
      "name": "ai_security",
      "description": "AI Security resource intelligence and native HTML presentation covering accountability, workload identity, delegated authorization, MCP/A2A gateway policy, normalized observability, model supply chain, evaluation readiness and Russian cooperation resources.",
      "status": "evidence_backed_v7_delegation_observability",
      "deck": "workbench.html?view=insight_deck",
      "navigation_contract": "single_workbench_multi_view",
      "slide_count": 12,
      "navigation_visibility": "featured",
      "report_mode": "ppt_only",
      "report_theme": "huawei_red_white_v7",
      "content_ratio": "12_of_12_substantive",
      "resource_inventory": "ai_security/data/resource_inventory.json",
      "resource_count": 44,
      "saint_petersburg_priority_count": 14,
      "report_content_version": "hybrid_presentation_v7"
    },
    {
      "name": "security_governance",
      "description": "Skills、插件和下载文件供应链防投毒、恶意代码/PDG/Transformer检测与执行前门禁专题。",
      "status": "mature_bilingual_internal_research_topic",
      "entry": "../security_governance/workbench.html",
      "navigation_visibility": "research_internal"
    },
    {
      "name": "future_ai_domain",
      "description": "future_ai_domain 是当前专题的一项资源或实例。",
      "status": "indexed"
    },
    {
      "name": "future_compiler_domain",
      "description": "future_compiler_domain 是当前专题的一项资源或实例。",
      "status": "indexed"
    },
    {
      "name": "future_os_domain",
      "description": "future_os_domain 是当前专题的一项资源或实例。",
      "status": "indexed"
    },
    {
      "name": "Russian Semantic Retrieval and RAG Evaluation",
      "description": "RSF/MSU、RusBEIR 与俄语检索评测专题。",
      "status": "evidence_backed_seed"
    },
    {
      "name": "frontier_ai_minds",
      "description": "持续追踪六位前沿AI关键人物的访谈与观点变化，以人物时间轴、话题时间轴和URL证据链形成领导汇报。",
      "status": "initialized_dual_timeline_monitoring_workbench",
      "entry": "frontier_ai_minds/workbench.html",
      "deck": "frontier_ai_minds/insight_deck.html",
      "outline": "frontier_ai_minds/report_outline.html",
      "navigation_contract": "single_workbench_evidence_timeline_views",
      "people_count": 6,
      "topic_count": 8
    }
  ],
  "evidence_sources": [
    {
      "id": "local_index",
      "title": "Research Domains local index",
      "grade": "Local index / summary seed",
      "summary": "由当前专题 index/workbench 入口抽取的最小单页汇总数据。"
    }
  ],
  "evidence_gaps": [
    {
      "gap": "该专题尚未升级为完整 data/workbench 通用工作台",
      "severity": "Medium",
      "next_action": "补齐完整 facts、evidence_refs、resource_scorecards 和 bilingual UI。"
    }
  ],
  "risks": [
    {
      "risk": "把容器页当成深度工作台",
      "description": "当前 onepage 是入口汇总，不代表专题已完成深度证据化。"
    }
  ],
  "next_steps": [
    "抽象 MED 模板",
    "补 AI/安全/编译器方向",
    "统一领域评分字段",
    "完善 AI Security 技术、生态与 Agent/MCP 实验基线"
  ],
  "collaboration_directions": [
    {
      "direction": "抽象 MED 模板",
      "suitable_for": "围绕 抽象 MED 模板 继续扩展专题证据和资源。",
      "boundary": "当前是汇总入口，不写成已验证合作结论。"
    },
    {
      "direction": "补 AI/安全/编译器方向",
      "suitable_for": "围绕 补 AI/安全/编译器方向 继续扩展专题证据和资源。",
      "boundary": "当前是汇总入口，不写成已验证合作结论。"
    },
    {
      "direction": "统一领域评分字段",
      "suitable_for": "围绕 统一领域评分字段 继续扩展专题证据和资源。",
      "boundary": "当前是汇总入口，不写成已验证合作结论。"
    }
  ]
}
