{
  "version": "1.2.0",
  "chapters": [
    {
      "title": "Welcome to Practical AI",
      "startTime": 0,
      "endTime": 44.64
    },
    {
      "title": "Sponsor: Assembly AI",
      "startTime": 44.64,
      "endTime": 247.71,
      "url": "https://www.assemblyai.com"
    },
    {
      "title": "Daniel @ GopherCon UK",
      "startTime": 247.71,
      "endTime": 327.05
    },
    {
      "title": "Categorizing training data",
      "startTime": 327.03,
      "endTime": 514.41
    },
    {
      "title": "Model complexity & data",
      "startTime": 514.1,
      "endTime": 670.01
    },
    {
      "title": "Framing data",
      "startTime": 670.03,
      "endTime": 879.14
    },
    {
      "title": "When to start from scratch",
      "startTime": 879.16,
      "endTime": 1043.2
    },
    {
      "title": "Sponsor: Changelog News",
      "startTime": 1043.2,
      "endTime": 1141.75,
      "url": "https://changelog.com/news"
    },
    {
      "title": "Hold out data",
      "startTime": 1141.75,
      "endTime": 1325.15
    },
    {
      "title": "Public benchmarks",
      "startTime": 1325.18,
      "endTime": 1553.98
    },
    {
      "title": "Categorization overlaps",
      "startTime": 1553.9,
      "endTime": 1634.27
    },
    {
      "title": "The best of both worlds",
      "startTime": 1634.31,
      "endTime": 1886.76
    },
    {
      "title": "Comparing to RAG",
      "startTime": 1886.81,
      "endTime": 2049.42
    },
    {
      "title": "UK AI act",
      "startTime": 2049.42,
      "endTime": 2304.92
    },
    {
      "title": "Unacceptable risks",
      "startTime": 2304.88,
      "endTime": 2419.34
    },
    {
      "title": "How much does it cover?",
      "startTime": 2419.41,
      "endTime": 2556.69
    },
    {
      "title": "When does enforcement start?",
      "startTime": 2556.71,
      "endTime": 2632.98
    },
    {
      "title": "Wrapping up",
      "startTime": 2632.97,
      "endTime": 2693.05
    },
    {
      "title": "Outro",
      "startTime": 2693.05,
      "endTime": 2739.97
    }
  ]
}