{
  "id": "bbg-p0194-ai-models-and-llm-systems",
  "title": "AI Concepts Map",
  "chapter": "ai-models-and-llm-systems",
  "batch": "09",
  "rank": 83,
  "sourcePage": 194,
  "sourcePointer": "p. 194",
  "status": "accepted",
  "reviewerStatus": "reviewed",
  "fidelityScore": 0.9,
  "canvas": {
    "width": 960,
    "height": 640
  },
  "fireworksTechGraph": {
    "style": "style-1-flat-icon",
    "diagramType": "architecture",
    "topologyNotes": [
      "source page render inspected",
      "extracted page text inspected",
      "source page render and extracted text inspected",
      "preserve AI concept families from ML through GenAI, agents, embeddings, vector search, evaluation, and infrastructure",
      "omit tiny source icons"
    ],
    "publicBoundary": [
      "original vector output",
      "no source pixels",
      "no source mark or long wording"
    ]
  },
  "callouts": [],
  "sourceReview": {
    "conceptAnchors": [
      "concept: machine learning",
      "concept: deep learning neural networks",
      "concept: NLP computer vision",
      "concept: generative models LLM transformers",
      "concept: embeddings vector search evaluation infrastructure"
    ],
    "labelSource": "curated",
    "semanticStatus": "reviewed"
  },
  "groups": [
    {
      "id": "learn",
      "label": "Learning methods",
      "x": 54,
      "y": 126,
      "w": 260,
      "h": 320
    },
    {
      "id": "models",
      "label": "Model families",
      "x": 350,
      "y": 126,
      "w": 260,
      "h": 320
    },
    {
      "id": "systems",
      "label": "AI systems",
      "x": 646,
      "y": 126,
      "w": 260,
      "h": 320
    }
  ],
  "shapes": [
    {
      "id": "ml",
      "kind": "rect",
      "label": "ML",
      "detail": "algorithms stats",
      "x": 102,
      "y": 166,
      "w": 132,
      "h": 58,
      "tone": "blue"
    },
    {
      "id": "dl",
      "kind": "rect",
      "label": "Deep learning",
      "detail": "neural nets",
      "x": 130,
      "y": 306,
      "w": 132,
      "h": 58,
      "tone": "purple"
    },
    {
      "id": "llm",
      "kind": "hex",
      "label": "LLM",
      "detail": "transformers",
      "x": 408,
      "y": 166,
      "w": 132,
      "h": 78,
      "tone": "orange"
    },
    {
      "id": "multimodal",
      "kind": "rect",
      "label": "Multimodal",
      "detail": "text image video",
      "x": 430,
      "y": 316,
      "w": 132,
      "h": 58,
      "tone": "green"
    },
    {
      "id": "embed",
      "kind": "rect",
      "label": "Embeddings",
      "detail": "vectors",
      "x": 696,
      "y": 166,
      "w": 132,
      "h": 58,
      "tone": "teal"
    },
    {
      "id": "agents",
      "kind": "hex",
      "label": "Agents",
      "detail": "perceive decide act",
      "x": 720,
      "y": 302,
      "w": 132,
      "h": 78,
      "tone": "red"
    }
  ],
  "connectors": [
    {
      "from": "ml",
      "to": "dl",
      "label": "extends",
      "flow": "main"
    },
    {
      "from": "dl",
      "to": "llm",
      "label": "powers",
      "flow": "main"
    },
    {
      "from": "llm",
      "to": "multimodal",
      "label": "expands",
      "flow": "main"
    },
    {
      "from": "llm",
      "to": "embed",
      "label": "represents",
      "flow": "data"
    },
    {
      "from": "embed",
      "to": "agents",
      "label": "retrieve",
      "flow": "data"
    },
    {
      "from": "llm",
      "to": "agents",
      "label": "reason",
      "flow": "control"
    }
  ]
}