{
  "id": "visual_intelligence_search_claim_level_evidence_map",
  "generated_at": "2026-06-09",
  "theme": "visual_intelligence_search",
  "name": "视觉智能与搜索",
  "status": "ready_for_human_review_of_claims",
  "evidence_grade": "A- · Apple-source indexed transcript",
  "coverage": {
    "source_sessions": 4,
    "transcripts_analyzed": 4,
    "total_words": 9903,
    "total_segments": 1117
  },
  "source_sessions": [
    {
      "session_id": "246",
      "title": "LLM search using Core Spotlight",
      "apple_url": "https://developer.apple.com/videos/play/wwdc2026/246",
      "has_transcript": true,
      "word_count": 2830,
      "segments": 320
    },
    {
      "session_id": "297",
      "title": "Best practices for integrating visual intelligence in your app",
      "apple_url": "https://developer.apple.com/videos/play/wwdc2026/297",
      "has_transcript": true,
      "word_count": 2316,
      "segments": 273
    },
    {
      "session_id": "237",
      "title": "What’s new in image understanding",
      "apple_url": "https://developer.apple.com/videos/play/wwdc2026/237",
      "has_transcript": true,
      "word_count": 2243,
      "segments": 260
    },
    {
      "session_id": "292",
      "title": "Design intuitive search experiences",
      "apple_url": "https://developer.apple.com/videos/play/wwdc2026/292",
      "has_transcript": true,
      "word_count": 2514,
      "segments": 264
    }
  ],
  "review_policy": "No claim should be accepted until a human reviewer checks each mapped subtitle anchor against the claim wording.",
  "claims": [
    {
      "id": "VIS-C1",
      "claim": "Core Spotlight 与 SpotlightSearchTool 把应用内内容索引转化为 LLM 可使用的检索上下文。",
      "claim_type": "Apple 明示 + Insight 综合",
      "confidence": "High",
      "evidence_status": "ready_for_human_review",
      "review_question": "是否足以支撑“LLM 可使用的检索上下文”？",
      "anchors": [
        {
          "session_id": "246",
          "session_title": "LLM search using Core Spotlight",
          "apple_url": "https://developer.apple.com/videos/play/wwdc2026/246",
          "segment_index": 3,
          "start_seconds": 13.0,
          "timecode": "0:13",
          "matched_terms": [
            "Core Spotlight"
          ],
          "evidence_role": "supports claim component",
          "review_instruction": "Open internal transcript and verify support strength. Full text is not republished.",
          "internal_transcript_path": "wwdc_2026/internal_data/wwdc_sessions/sessions/246/transcript.json"
        },
        {
          "session_id": "246",
          "session_title": "LLM search using Core Spotlight",
          "apple_url": "https://developer.apple.com/videos/play/wwdc2026/246",
          "segment_index": 1,
          "start_seconds": 8.0,
          "timecode": "0:08",
          "matched_terms": [
            "Spotlight"
          ],
          "evidence_role": "supports claim component",
          "review_instruction": "Open internal transcript and verify support strength. Full text is not republished.",
          "internal_transcript_path": "wwdc_2026/internal_data/wwdc_sessions/sessions/246/transcript.json"
        }
      ],
      "anchor_count": 2,
      "anchor_sessions": [
        "246"
      ]
    },
    {
      "id": "VIS-C2",
      "claim": "视觉智能的落地重点不是泛化看图聊天，而是把图像理解接入具体应用任务。",
      "claim_type": "Apple 明示 + Insight 推论",
      "confidence": "Medium-High",
      "evidence_status": "ready_for_human_review",
      "review_question": "“不是泛化看图聊天”是否来自我们的方法论，需要标注为推论？",
      "anchors": [
        {
          "session_id": "297",
          "session_title": "Best practices for integrating visual intelligence in your app",
          "apple_url": "https://developer.apple.com/videos/play/wwdc2026/297",
          "segment_index": 2,
          "start_seconds": 13.0,
          "timecode": "0:13",
          "matched_terms": [
            "visual intelligence"
          ],
          "evidence_role": "supports claim component",
          "review_instruction": "Open internal transcript and verify support strength. Full text is not republished.",
          "internal_transcript_path": "wwdc_2026/internal_data/wwdc_sessions/sessions/297/transcript.json"
        },
        {
          "session_id": "237",
          "session_title": "What’s new in image understanding",
          "apple_url": "https://developer.apple.com/videos/play/wwdc2026/237",
          "segment_index": 0,
          "start_seconds": 6.0,
          "timecode": "0:06",
          "matched_terms": [
            "Vision"
          ],
          "evidence_role": "supports claim component",
          "review_instruction": "Open internal transcript and verify support strength. Full text is not republished.",
          "internal_transcript_path": "wwdc_2026/internal_data/wwdc_sessions/sessions/237/transcript.json"
        }
      ],
      "anchor_count": 2,
      "anchor_sessions": [
        "237",
        "297"
      ]
    },
    {
      "id": "VIS-C3",
      "claim": "搜索体验需要从结果列表转向可解释、可行动的发现流程，尤其当模型参与检索时更依赖来源和置信度。",
      "claim_type": "Insight 综合判断",
      "confidence": "Medium",
      "evidence_status": "ready_for_human_review",
      "review_question": "来源和置信度是否有直接证据，还是需要补充或收窄？",
      "anchors": [
        {
          "session_id": "292",
          "session_title": "Design intuitive search experiences",
          "apple_url": "https://developer.apple.com/videos/play/wwdc2026/292",
          "segment_index": 0,
          "start_seconds": 7.0,
          "timecode": "0:07",
          "matched_terms": [
            "design"
          ],
          "evidence_role": "supports claim component",
          "review_instruction": "Open internal transcript and verify support strength. Full text is not republished.",
          "internal_transcript_path": "wwdc_2026/internal_data/wwdc_sessions/sessions/292/transcript.json"
        },
        {
          "session_id": "246",
          "session_title": "LLM search using Core Spotlight",
          "apple_url": "https://developer.apple.com/videos/play/wwdc2026/246",
          "segment_index": 23,
          "start_seconds": 75.0,
          "timecode": "1:15",
          "matched_terms": [
            "Core Spotlight"
          ],
          "evidence_role": "supports claim component",
          "review_instruction": "Open internal transcript and verify support strength. Full text is not republished.",
          "internal_transcript_path": "wwdc_2026/internal_data/wwdc_sessions/sessions/246/transcript.json"
        },
        {
          "session_id": "297",
          "session_title": "Best practices for integrating visual intelligence in your app",
          "apple_url": "https://developer.apple.com/videos/play/wwdc2026/297",
          "segment_index": 4,
          "start_seconds": 19.0,
          "timecode": "0:19",
          "matched_terms": [
            "visual intelligence"
          ],
          "evidence_role": "supports claim component",
          "review_instruction": "Open internal transcript and verify support strength. Full text is not republished.",
          "internal_transcript_path": "wwdc_2026/internal_data/wwdc_sessions/sessions/297/transcript.json"
        }
      ],
      "anchor_count": 3,
      "anchor_sessions": [
        "246",
        "292",
        "297"
      ]
    },
    {
      "id": "VIS-C4",
      "claim": "视觉、搜索和应用内容索引共同构成 Apple AI 体验中的上下文入口层。",
      "claim_type": "多证据综合",
      "confidence": "Medium",
      "evidence_status": "ready_for_human_review",
      "review_question": "“上下文入口层”是综合命名，需要人工确认表述是否准确。",
      "anchors": [
        {
          "session_id": "237",
          "session_title": "What’s new in image understanding",
          "apple_url": "https://developer.apple.com/videos/play/wwdc2026/237",
          "segment_index": 1,
          "start_seconds": 10.0,
          "timecode": "0:10",
          "matched_terms": [
            "image understanding"
          ],
          "evidence_role": "supports claim component",
          "review_instruction": "Open internal transcript and verify support strength. Full text is not republished.",
          "internal_transcript_path": "wwdc_2026/internal_data/wwdc_sessions/sessions/237/transcript.json"
        },
        {
          "session_id": "246",
          "session_title": "LLM search using Core Spotlight",
          "apple_url": "https://developer.apple.com/videos/play/wwdc2026/246",
          "segment_index": 25,
          "start_seconds": 81.0,
          "timecode": "1:21",
          "matched_terms": [
            "Core Spotlight"
          ],
          "evidence_role": "supports claim component",
          "review_instruction": "Open internal transcript and verify support strength. Full text is not republished.",
          "internal_transcript_path": "wwdc_2026/internal_data/wwdc_sessions/sessions/246/transcript.json"
        },
        {
          "session_id": "297",
          "session_title": "Best practices for integrating visual intelligence in your app",
          "apple_url": "https://developer.apple.com/videos/play/wwdc2026/297",
          "segment_index": 6,
          "start_seconds": 26.0,
          "timecode": "0:26",
          "matched_terms": [
            "visual intelligence"
          ],
          "evidence_role": "supports claim component",
          "review_instruction": "Open internal transcript and verify support strength. Full text is not republished.",
          "internal_transcript_path": "wwdc_2026/internal_data/wwdc_sessions/sessions/297/transcript.json"
        }
      ],
      "anchor_count": 3,
      "anchor_sessions": [
        "237",
        "246",
        "297"
      ]
    },
    {
      "id": "VIS-C5",
      "claim": "内容 metadata 和权限边界会成为搜索/视觉 AI 体验质量的底层约束。",
      "claim_type": "Insight 推论",
      "confidence": "Medium",
      "evidence_status": "ready_for_human_review",
      "review_question": "metadata 与权限边界证据是否充分，还是需要归为后续假设？",
      "anchors": [
        {
          "session_id": "246",
          "session_title": "LLM search using Core Spotlight",
          "apple_url": "https://developer.apple.com/videos/play/wwdc2026/246",
          "segment_index": 40,
          "start_seconds": 127.0,
          "timecode": "2:07",
          "matched_terms": [
            "Core Spotlight"
          ],
          "evidence_role": "supports claim component",
          "review_instruction": "Open internal transcript and verify support strength. Full text is not republished.",
          "internal_transcript_path": "wwdc_2026/internal_data/wwdc_sessions/sessions/246/transcript.json"
        },
        {
          "session_id": "292",
          "session_title": "Design intuitive search experiences",
          "apple_url": "https://developer.apple.com/videos/play/wwdc2026/292",
          "segment_index": 2,
          "start_seconds": 13.0,
          "timecode": "0:13",
          "matched_terms": [
            "search",
            "design",
            "experience"
          ],
          "evidence_role": "supports claim component",
          "review_instruction": "Open internal transcript and verify support strength. Full text is not republished.",
          "internal_transcript_path": "wwdc_2026/internal_data/wwdc_sessions/sessions/292/transcript.json"
        },
        {
          "session_id": "297",
          "session_title": "Best practices for integrating visual intelligence in your app",
          "apple_url": "https://developer.apple.com/videos/play/wwdc2026/297",
          "segment_index": 11,
          "start_seconds": 48.0,
          "timecode": "0:48",
          "matched_terms": [
            "visual intelligence"
          ],
          "evidence_role": "supports claim component",
          "review_instruction": "Open internal transcript and verify support strength. Full text is not republished.",
          "internal_transcript_path": "wwdc_2026/internal_data/wwdc_sessions/sessions/297/transcript.json"
        }
      ],
      "anchor_count": 3,
      "anchor_sessions": [
        "246",
        "292",
        "297"
      ]
    }
  ],
  "counts": {
    "claims": 5,
    "claims_ready_for_review": 5,
    "anchors": 13,
    "unique_anchor_sessions": 4
  },
  "known_limits": [
    "Anchors are locator references, not proof by themselves.",
    "Some claims are synthesis or inference and must be checked for overreach.",
    "Full transcript text is not republished; reviewer must open internal transcript paths."
  ]
}