{
  "service": "tubescribe-asr",
  "model": "large-v3-turbo",
  "model_source": "mobiuslabsgmbh/faster-whisper-large-v3-turbo",
  "revision": "0a363e9161cbc7ed1431c9597a8ceaf0c4f78fcf",
  "backend": "faster-whisper",
  "backend_version": "1.2.1",
  "ctranslate2_version": "4.8.2",
  "device": "cuda",
  "device_index": 0,
  "gpu_name": "NVIDIA GeForce RTX 4090",
  "gpu_memory_total_mib": 24564,
  "host": "BEAST-3",
  "compute_type": "float16",
  "concurrency": 1,
  "decoding": {
    "beam_size": 5,
    "vad_filter": true,
    "condition_on_previous_text": false,
    "word_timestamps": true
  },
  "segments": [
    {
      "start": 0.0,
      "end": 3.86,
      "text": "Because here's the problem that programmable money creates. If our money's digital and it",
      "speaker_id": "Speaker 1",
      "words": [
        {
          "start": 0.0,
          "end": 0.24,
          "word": " Because",
          "probability": 0.222900390625
        },
        {
          "start": 0.24,
          "end": 0.44,
          "word": " here's",
          "probability": 0.97216796875
        },
        {
          "start": 0.44,
          "end": 0.54,
          "word": " the",
          "probability": 0.9306640625
        },
        {
          "start": 0.54,
          "end": 0.84,
          "word": " problem",
          "probability": 0.99755859375
        },
        {
          "start": 0.84,
          "end": 1.14,
          "word": " that",
          "probability": 0.9873046875
        },
        {
          "start": 1.14,
          "end": 1.72,
          "word": " programmable",
          "probability": 0.960205078125
        },
        {
          "start": 1.72,
          "end": 1.94,
          "word": " money",
          "probability": 0.9990234375
        },
        {
          "start": 1.94,
          "end": 2.4,
          "word": " creates.",
          "probability": 0.99755859375
        },
        {
          "start": 2.52,
          "end": 2.64,
          "word": " If",
          "probability": 0.98828125
        },
        {
          "start": 2.64,
          "end": 2.76,
          "word": " our",
          "probability": 0.99658203125
        },
        {
          "start": 2.76,
          "end": 3.1,
          "word": " money's",
          "probability": 0.7232666015625
        },
        {
          "start": 3.1,
          "end": 3.48,
          "word": " digital",
          "probability": 0.998046875
        },
        {
          "start": 3.48,
          "end": 3.78,
          "word": " and",
          "probability": 0.78173828125
        },
        {
          "start": 3.78,
          "end": 3.86,
          "word": " it",
          "probability": 0.99609375
        }
      ]
    },
    {
      "start": 3.86,
      "end": 8.02,
      "text": "has rules, you need a way to enforce the rules on the right person. You're not an AI behind",
      "speaker_id": "Speaker 1",
      "words": [
        {
          "start": 3.86,
          "end": 4.02,
          "word": " has",
          "probability": 0.9990234375
        },
        {
          "start": 4.02,
          "end": 4.36,
          "word": " rules,",
          "probability": 0.99853515625
        },
        {
          "start": 4.66,
          "end": 4.76,
          "word": " you",
          "probability": 0.99462890625
        },
        {
          "start": 4.76,
          "end": 4.88,
          "word": " need",
          "probability": 0.99853515625
        },
        {
          "start": 4.88,
          "end": 4.98,
          "word": " a",
          "probability": 0.99169921875
        },
        {
          "start": 4.98,
          "end": 5.1,
          "word": " way",
          "probability": 0.9990234375
        },
        {
          "start": 5.1,
          "end": 5.28,
          "word": " to",
          "probability": 0.99951171875
        },
        {
          "start": 5.28,
          "end": 5.7,
          "word": " enforce",
          "probability": 0.99853515625
        },
        {
          "start": 5.7,
          "end": 5.88,
          "word": " the",
          "probability": 0.9970703125
        },
        {
          "start": 5.88,
          "end": 6.16,
          "word": " rules",
          "probability": 0.99951171875
        },
        {
          "start": 6.16,
          "end": 6.4,
          "word": " on",
          "probability": 0.99267578125
        },
        {
          "start": 6.4,
          "end": 6.46,
          "word": " the",
          "probability": 0.9990234375
        },
        {
          "start": 6.46,
          "end": 6.6,
          "word": " right",
          "probability": 0.99951171875
        },
        {
          "start": 6.6,
          "end": 6.96,
          "word": " person.",
          "probability": 0.99951171875
        },
        {
          "start": 7.08,
          "end": 7.22,
          "word": " You're",
          "probability": 0.9970703125
        },
        {
          "start": 7.22,
          "end": 7.32,
          "word": " not",
          "probability": 0.9990234375
        },
        {
          "start": 7.32,
          "end": 7.44,
          "word": " an",
          "probability": 0.99658203125
        },
        {
          "start": 7.44,
          "end": 7.66,
          "word": " AI",
          "probability": 0.96923828125
        },
        {
          "start": 7.66,
          "end": 8.02,
          "word": " behind",
          "probability": 0.99755859375
        }
      ]
    },
    {
      "start": 8.02,
      "end": 12.8,
      "text": "some deepfake, which means the money part and the identity part have to be connected. Sam",
      "speaker_id": "Speaker 1",
      "words": [
        {
          "start": 8.02,
          "end": 8.24,
          "word": " some",
          "probability": 0.9990234375
        },
        {
          "start": 8.24,
          "end": 8.78,
          "word": " deepfake,",
          "probability": 0.7979329427083334
        },
        {
          "start": 8.86,
          "end": 9.04,
          "word": " which",
          "probability": 0.998046875
        },
        {
          "start": 9.04,
          "end": 9.26,
          "word": " means",
          "probability": 0.99951171875
        },
        {
          "start": 9.26,
          "end": 9.72,
          "word": " the",
          "probability": 0.97998046875
        },
        {
          "start": 9.72,
          "end": 10.04,
          "word": " money",
          "probability": 0.9873046875
        },
        {
          "start": 10.04,
          "end": 10.44,
          "word": " part",
          "probability": 0.998046875
        },
        {
          "start": 10.44,
          "end": 10.68,
          "word": " and",
          "probability": 0.9921875
        },
        {
          "start": 10.68,
          "end": 10.8,
          "word": " the",
          "probability": 0.99658203125
        },
        {
          "start": 10.8,
          "end": 11.18,
          "word": " identity",
          "probability": 0.99853515625
        },
        {
          "start": 11.18,
          "end": 11.5,
          "word": " part",
          "probability": 0.998046875
        },
        {
          "start": 11.5,
          "end": 11.76,
          "word": " have",
          "probability": 0.99755859375
        },
        {
          "start": 11.76,
          "end": 11.86,
          "word": " to",
          "probability": 0.99951171875
        },
        {
          "start": 11.86,
          "end": 11.96,
          "word": " be",
          "probability": 0.99951171875
        },
        {
          "start": 11.96,
          "end": 12.34,
          "word": " connected.",
          "probability": 0.99951171875
        },
        {
          "start": 12.62,
          "end": 12.8,
          "word": " Sam",
          "probability": 0.9970703125
        }
      ]
    },
    {
      "start": 12.8,
      "end": 16.72,
      "text": "Altman's company, they launched it as a solution to a real problem. How do you prove that",
      "speaker_id": "Speaker 1",
      "words": [
        {
          "start": 12.8,
          "end": 13.1,
          "word": " Altman's",
          "probability": 0.9763997395833334
        },
        {
          "start": 13.1,
          "end": 13.46,
          "word": " company,",
          "probability": 0.99755859375
        },
        {
          "start": 13.48,
          "end": 13.84,
          "word": " they",
          "probability": 0.998046875
        },
        {
          "start": 13.84,
          "end": 14.12,
          "word": " launched",
          "probability": 0.99951171875
        },
        {
          "start": 14.12,
          "end": 14.26,
          "word": " it",
          "probability": 0.99951171875
        },
        {
          "start": 14.26,
          "end": 14.44,
          "word": " as",
          "probability": 0.9990234375
        },
        {
          "start": 14.44,
          "end": 14.52,
          "word": " a",
          "probability": 0.99853515625
        },
        {
          "start": 14.52,
          "end": 14.88,
          "word": " solution",
          "probability": 0.99951171875
        },
        {
          "start": 14.88,
          "end": 15.12,
          "word": " to",
          "probability": 0.99951171875
        },
        {
          "start": 15.12,
          "end": 15.22,
          "word": " a",
          "probability": 0.99951171875
        },
        {
          "start": 15.22,
          "end": 15.38,
          "word": " real",
          "probability": 0.99951171875
        },
        {
          "start": 15.38,
          "end": 15.68,
          "word": " problem.",
          "probability": 1.0
        },
        {
          "start": 15.84,
          "end": 15.98,
          "word": " How",
          "probability": 0.97802734375
        },
        {
          "start": 15.98,
          "end": 16.1,
          "word": " do",
          "probability": 0.99951171875
        },
        {
          "start": 16.1,
          "end": 16.22,
          "word": " you",
          "probability": 1.0
        },
        {
          "start": 16.22,
          "end": 16.52,
          "word": " prove",
          "probability": 0.99951171875
        },
        {
          "start": 16.52,
          "end": 16.72,
          "word": " that",
          "probability": 0.9990234375
        }
      ]
    },
    {
      "start": 16.72,
      "end": 20.74,
      "text": "you are a human being in a world full of AI? And the answer he came up with is scan your",
      "speaker_id": "Speaker 1",
      "words": [
        {
          "start": 16.72,
          "end": 16.86,
          "word": " you",
          "probability": 0.99951171875
        },
        {
          "start": 16.86,
          "end": 16.98,
          "word": " are",
          "probability": 0.99462890625
        },
        {
          "start": 16.98,
          "end": 17.1,
          "word": " a",
          "probability": 0.98828125
        },
        {
          "start": 17.1,
          "end": 17.32,
          "word": " human",
          "probability": 1.0
        },
        {
          "start": 17.32,
          "end": 17.56,
          "word": " being",
          "probability": 0.9990234375
        },
        {
          "start": 17.56,
          "end": 17.8,
          "word": " in",
          "probability": 0.9990234375
        },
        {
          "start": 17.8,
          "end": 17.88,
          "word": " a",
          "probability": 0.99951171875
        },
        {
          "start": 17.88,
          "end": 18.04,
          "word": " world",
          "probability": 0.99951171875
        },
        {
          "start": 18.04,
          "end": 18.24,
          "word": " full",
          "probability": 0.99853515625
        },
        {
          "start": 18.24,
          "end": 18.38,
          "word": " of",
          "probability": 0.99951171875
        },
        {
          "start": 18.38,
          "end": 18.62,
          "word": " AI?",
          "probability": 0.9970703125
        },
        {
          "start": 18.76,
          "end": 18.86,
          "word": " And",
          "probability": 0.9970703125
        },
        {
          "start": 18.86,
          "end": 18.98,
          "word": " the",
          "probability": 0.99853515625
        },
        {
          "start": 18.98,
          "end": 19.22,
          "word": " answer",
          "probability": 0.99951171875
        },
        {
          "start": 19.22,
          "end": 19.34,
          "word": " he",
          "probability": 0.99658203125
        },
        {
          "start": 19.34,
          "end": 19.52,
          "word": " came",
          "probability": 0.99951171875
        },
        {
          "start": 19.52,
          "end": 19.66,
          "word": " up",
          "probability": 0.99951171875
        },
        {
          "start": 19.66,
          "end": 19.82,
          "word": " with",
          "probability": 0.99853515625
        },
        {
          "start": 19.82,
          "end": 20.14,
          "word": " is",
          "probability": 0.998046875
        },
        {
          "start": 20.14,
          "end": 20.58,
          "word": " scan",
          "probability": 0.6083984375
        },
        {
          "start": 20.58,
          "end": 20.74,
          "word": " your",
          "probability": 0.99951171875
        }
      ]
    },
    {
      "start": 20.74,
      "end": 24.3,
      "text": "eyeball, get a credential, and use it everywhere. Tinder uses it so that you know your",
      "speaker_id": "Speaker 1",
      "words": [
        {
          "start": 20.74,
          "end": 21.06,
          "word": " eyeball,",
          "probability": 0.998046875
        },
        {
          "start": 21.34,
          "end": 21.44,
          "word": " get",
          "probability": 0.99951171875
        },
        {
          "start": 21.44,
          "end": 21.54,
          "word": " a",
          "probability": 0.99951171875
        },
        {
          "start": 21.54,
          "end": 21.86,
          "word": " credential,",
          "probability": 0.9990234375
        },
        {
          "start": 22.02,
          "end": 22.12,
          "word": " and",
          "probability": 0.99951171875
        },
        {
          "start": 22.12,
          "end": 22.3,
          "word": " use",
          "probability": 0.99951171875
        },
        {
          "start": 22.3,
          "end": 22.4,
          "word": " it",
          "probability": 0.99951171875
        },
        {
          "start": 22.4,
          "end": 22.68,
          "word": " everywhere.",
          "probability": 0.99951171875
        },
        {
          "start": 22.9,
          "end": 23.12,
          "word": " Tinder",
          "probability": 0.99755859375
        },
        {
          "start": 23.12,
          "end": 23.4,
          "word": " uses",
          "probability": 0.99951171875
        },
        {
          "start": 23.4,
          "end": 23.62,
          "word": " it",
          "probability": 0.99951171875
        },
        {
          "start": 23.62,
          "end": 23.82,
          "word": " so",
          "probability": 0.95849609375
        },
        {
          "start": 23.82,
          "end": 23.92,
          "word": " that",
          "probability": 0.99853515625
        },
        {
          "start": 23.92,
          "end": 24.04,
          "word": " you",
          "probability": 0.9951171875
        },
        {
          "start": 24.04,
          "end": 24.14,
          "word": " know",
          "probability": 0.99951171875
        },
        {
          "start": 24.14,
          "end": 24.3,
          "word": " your",
          "probability": 0.99755859375
        }
      ]
    },
    {
      "start": 24.3,
      "end": 28.98,
      "text": "match is real. DocuSign uses it so that contracts are tied to verified human beings. Zoom",
      "speaker_id": "Speaker 1",
      "words": [
        {
          "start": 24.3,
          "end": 24.48,
          "word": " match",
          "probability": 0.99853515625
        },
        {
          "start": 24.48,
          "end": 24.66,
          "word": " is",
          "probability": 1.0
        },
        {
          "start": 24.66,
          "end": 24.92,
          "word": " real.",
          "probability": 0.99951171875
        },
        {
          "start": 25.34,
          "end": 25.74,
          "word": " DocuSign",
          "probability": 0.9925537109375
        },
        {
          "start": 25.74,
          "end": 26.0,
          "word": " uses",
          "probability": 0.99951171875
        },
        {
          "start": 26.0,
          "end": 26.22,
          "word": " it",
          "probability": 0.99951171875
        },
        {
          "start": 26.22,
          "end": 26.46,
          "word": " so",
          "probability": 0.99853515625
        },
        {
          "start": 26.46,
          "end": 26.64,
          "word": " that",
          "probability": 1.0
        },
        {
          "start": 26.64,
          "end": 27.1,
          "word": " contracts",
          "probability": 0.99951171875
        },
        {
          "start": 27.1,
          "end": 27.3,
          "word": " are",
          "probability": 1.0
        },
        {
          "start": 27.3,
          "end": 27.5,
          "word": " tied",
          "probability": 0.9990234375
        },
        {
          "start": 27.5,
          "end": 27.68,
          "word": " to",
          "probability": 0.99951171875
        },
        {
          "start": 27.68,
          "end": 27.98,
          "word": " verified",
          "probability": 0.998046875
        },
        {
          "start": 27.98,
          "end": 28.26,
          "word": " human",
          "probability": 0.99951171875
        },
        {
          "start": 28.26,
          "end": 28.56,
          "word": " beings.",
          "probability": 0.99951171875
        },
        {
          "start": 28.56,
          "end": 28.98,
          "word": " Zoom",
          "probability": 0.9521484375
        }
      ]
    },
    {
      "start": 28.98,
      "end": 32.84,
      "text": "uses it so you know that the person on the other side is not a deepfake. The dangerous part",
      "speaker_id": "Speaker 1",
      "words": [
        {
          "start": 28.98,
          "end": 29.32,
          "word": " uses",
          "probability": 0.99853515625
        },
        {
          "start": 29.32,
          "end": 29.52,
          "word": " it",
          "probability": 0.9990234375
        },
        {
          "start": 29.52,
          "end": 29.68,
          "word": " so",
          "probability": 0.8046875
        },
        {
          "start": 29.68,
          "end": 29.8,
          "word": " you",
          "probability": 0.99072265625
        },
        {
          "start": 29.8,
          "end": 29.92,
          "word": " know",
          "probability": 0.998046875
        },
        {
          "start": 29.92,
          "end": 30.04,
          "word": " that",
          "probability": 0.99169921875
        },
        {
          "start": 30.04,
          "end": 30.16,
          "word": " the",
          "probability": 0.99755859375
        },
        {
          "start": 30.16,
          "end": 30.42,
          "word": " person",
          "probability": 0.99853515625
        },
        {
          "start": 30.42,
          "end": 30.56,
          "word": " on",
          "probability": 0.9990234375
        },
        {
          "start": 30.56,
          "end": 30.64,
          "word": " the",
          "probability": 1.0
        },
        {
          "start": 30.64,
          "end": 30.76,
          "word": " other",
          "probability": 0.99951171875
        },
        {
          "start": 30.76,
          "end": 31.1,
          "word": " side",
          "probability": 0.99951171875
        },
        {
          "start": 31.1,
          "end": 31.32,
          "word": " is",
          "probability": 0.99755859375
        },
        {
          "start": 31.32,
          "end": 31.48,
          "word": " not",
          "probability": 0.99951171875
        },
        {
          "start": 31.48,
          "end": 31.6,
          "word": " a",
          "probability": 0.9990234375
        },
        {
          "start": 31.6,
          "end": 32.06,
          "word": " deepfake.",
          "probability": 0.9117838541666666
        },
        {
          "start": 32.16,
          "end": 32.26,
          "word": " The",
          "probability": 0.9990234375
        },
        {
          "start": 32.26,
          "end": 32.6,
          "word": " dangerous",
          "probability": 0.99951171875
        },
        {
          "start": 32.6,
          "end": 32.84,
          "word": " part",
          "probability": 0.99951171875
        }
      ]
    },
    {
      "start": 32.84,
      "end": 37.54,
      "text": "about it, though, is that you're giving a private company a biometric signature that is",
      "speaker_id": "Speaker 1",
      "words": [
        {
          "start": 32.84,
          "end": 33.0,
          "word": " about",
          "probability": 0.9990234375
        },
        {
          "start": 33.0,
          "end": 33.22,
          "word": " it,",
          "probability": 0.99951171875
        },
        {
          "start": 33.3,
          "end": 33.38,
          "word": " though,",
          "probability": 0.99951171875
        },
        {
          "start": 33.48,
          "end": 33.58,
          "word": " is",
          "probability": 1.0
        },
        {
          "start": 33.58,
          "end": 33.76,
          "word": " that",
          "probability": 1.0
        },
        {
          "start": 33.76,
          "end": 34.0,
          "word": " you're",
          "probability": 0.999267578125
        },
        {
          "start": 34.0,
          "end": 34.32,
          "word": " giving",
          "probability": 1.0
        },
        {
          "start": 34.32,
          "end": 34.6,
          "word": " a",
          "probability": 1.0
        },
        {
          "start": 34.6,
          "end": 34.92,
          "word": " private",
          "probability": 1.0
        },
        {
          "start": 34.92,
          "end": 35.38,
          "word": " company",
          "probability": 1.0
        },
        {
          "start": 35.38,
          "end": 35.7,
          "word": " a",
          "probability": 0.99951171875
        },
        {
          "start": 35.7,
          "end": 36.28,
          "word": " biometric",
          "probability": 0.99658203125
        },
        {
          "start": 36.28,
          "end": 36.76,
          "word": " signature",
          "probability": 1.0
        },
        {
          "start": 36.76,
          "end": 37.36,
          "word": " that",
          "probability": 1.0
        },
        {
          "start": 37.36,
          "end": 37.54,
          "word": " is",
          "probability": 1.0
        }
      ]
    },
    {
      "start": 37.54,
      "end": 41.8,
      "text": "unique and irreplaceable. With a password, for example, you could change it any time. You",
      "speaker_id": "Speaker 1",
      "words": [
        {
          "start": 37.54,
          "end": 37.96,
          "word": " unique",
          "probability": 1.0
        },
        {
          "start": 37.96,
          "end": 38.34,
          "word": " and",
          "probability": 1.0
        },
        {
          "start": 38.34,
          "end": 39.1,
          "word": " irreplaceable.",
          "probability": 1.0
        },
        {
          "start": 39.28,
          "end": 39.5,
          "word": " With",
          "probability": 1.0
        },
        {
          "start": 39.5,
          "end": 39.58,
          "word": " a",
          "probability": 0.99365234375
        },
        {
          "start": 39.58,
          "end": 39.84,
          "word": " password,",
          "probability": 0.99853515625
        },
        {
          "start": 39.92,
          "end": 40.0,
          "word": " for",
          "probability": 1.0
        },
        {
          "start": 40.0,
          "end": 40.26,
          "word": " example,",
          "probability": 1.0
        },
        {
          "start": 40.46,
          "end": 40.68,
          "word": " you",
          "probability": 1.0
        },
        {
          "start": 40.68,
          "end": 40.8,
          "word": " could",
          "probability": 0.9990234375
        },
        {
          "start": 40.8,
          "end": 41.04,
          "word": " change",
          "probability": 1.0
        },
        {
          "start": 41.04,
          "end": 41.2,
          "word": " it",
          "probability": 0.6435546875
        },
        {
          "start": 41.2,
          "end": 41.34,
          "word": " any",
          "probability": 0.494140625
        },
        {
          "start": 41.34,
          "end": 41.6,
          "word": " time.",
          "probability": 1.0
        },
        {
          "start": 41.74,
          "end": 41.8,
          "word": " You",
          "probability": 1.0
        }
      ]
    },
    {
      "start": 41.8,
      "end": 45.72,
      "text": "can get a new credit card, but you can't get a new set of eyeballs. And once the data",
      "speaker_id": "Speaker 1",
      "words": [
        {
          "start": 41.8,
          "end": 41.86,
          "word": " can",
          "probability": 0.99951171875
        },
        {
          "start": 41.86,
          "end": 41.96,
          "word": " get",
          "probability": 1.0
        },
        {
          "start": 41.96,
          "end": 42.04,
          "word": " a",
          "probability": 1.0
        },
        {
          "start": 42.04,
          "end": 42.14,
          "word": " new",
          "probability": 1.0
        },
        {
          "start": 42.14,
          "end": 42.38,
          "word": " credit",
          "probability": 1.0
        },
        {
          "start": 42.38,
          "end": 42.64,
          "word": " card,",
          "probability": 1.0
        },
        {
          "start": 42.68,
          "end": 42.88,
          "word": " but",
          "probability": 1.0
        },
        {
          "start": 42.88,
          "end": 42.98,
          "word": " you",
          "probability": 1.0
        },
        {
          "start": 42.98,
          "end": 43.24,
          "word": " can't",
          "probability": 0.99951171875
        },
        {
          "start": 43.24,
          "end": 43.48,
          "word": " get",
          "probability": 1.0
        },
        {
          "start": 43.48,
          "end": 43.7,
          "word": " a",
          "probability": 1.0
        },
        {
          "start": 43.7,
          "end": 43.9,
          "word": " new",
          "probability": 1.0
        },
        {
          "start": 43.9,
          "end": 44.1,
          "word": " set",
          "probability": 1.0
        },
        {
          "start": 44.1,
          "end": 44.22,
          "word": " of",
          "probability": 1.0
        },
        {
          "start": 44.22,
          "end": 44.58,
          "word": " eyeballs.",
          "probability": 1.0
        },
        {
          "start": 44.74,
          "end": 44.88,
          "word": " And",
          "probability": 0.994140625
        },
        {
          "start": 44.88,
          "end": 45.24,
          "word": " once",
          "probability": 0.99951171875
        },
        {
          "start": 45.24,
          "end": 45.44,
          "word": " the",
          "probability": 1.0
        },
        {
          "start": 45.44,
          "end": 45.72,
          "word": " data",
          "probability": 1.0
        }
      ]
    },
    {
      "start": 45.72,
      "end": 51.38,
      "text": "exists, it can be subpoenaed, hacked, or even sold. And the company's privacy policy today",
      "speaker_id": "Speaker 1",
      "words": [
        {
          "start": 45.72,
          "end": 46.32,
          "word": " exists,",
          "probability": 1.0
        },
        {
          "start": 46.38,
          "end": 46.7,
          "word": " it",
          "probability": 1.0
        },
        {
          "start": 46.7,
          "end": 46.8,
          "word": " can",
          "probability": 1.0
        },
        {
          "start": 46.8,
          "end": 47.0,
          "word": " be",
          "probability": 1.0
        },
        {
          "start": 47.0,
          "end": 47.92,
          "word": " subpoenaed,",
          "probability": 0.9979248046875
        },
        {
          "start": 48.24,
          "end": 48.46,
          "word": " hacked,",
          "probability": 1.0
        },
        {
          "start": 48.56,
          "end": 48.64,
          "word": " or",
          "probability": 1.0
        },
        {
          "start": 48.64,
          "end": 48.82,
          "word": " even",
          "probability": 1.0
        },
        {
          "start": 48.82,
          "end": 49.26,
          "word": " sold.",
          "probability": 1.0
        },
        {
          "start": 49.44,
          "end": 49.54,
          "word": " And",
          "probability": 0.99951171875
        },
        {
          "start": 49.54,
          "end": 49.66,
          "word": " the",
          "probability": 1.0
        },
        {
          "start": 49.66,
          "end": 50.16,
          "word": " company's",
          "probability": 1.0
        },
        {
          "start": 50.16,
          "end": 50.6,
          "word": " privacy",
          "probability": 0.99951171875
        },
        {
          "start": 50.6,
          "end": 51.06,
          "word": " policy",
          "probability": 1.0
        },
        {
          "start": 51.06,
          "end": 51.38,
          "word": " today",
          "probability": 1.0
        }
      ]
    },
    {
      "start": 51.38,
      "end": 56.42,
      "text": "does not guarantee what happens to your data in 10 years. And biometric collection is not",
      "speaker_id": "Speaker 1",
      "words": [
        {
          "start": 51.38,
          "end": 51.76,
          "word": " does",
          "probability": 0.99951171875
        },
        {
          "start": 51.76,
          "end": 51.96,
          "word": " not",
          "probability": 1.0
        },
        {
          "start": 51.96,
          "end": 52.38,
          "word": " guarantee",
          "probability": 1.0
        },
        {
          "start": 52.38,
          "end": 52.64,
          "word": " what",
          "probability": 1.0
        },
        {
          "start": 52.64,
          "end": 52.98,
          "word": " happens",
          "probability": 1.0
        },
        {
          "start": 52.98,
          "end": 53.14,
          "word": " to",
          "probability": 1.0
        },
        {
          "start": 53.14,
          "end": 53.3,
          "word": " your",
          "probability": 1.0
        },
        {
          "start": 53.3,
          "end": 53.56,
          "word": " data",
          "probability": 1.0
        },
        {
          "start": 53.56,
          "end": 53.9,
          "word": " in",
          "probability": 1.0
        },
        {
          "start": 53.9,
          "end": 54.12,
          "word": " 10",
          "probability": 0.990234375
        },
        {
          "start": 54.12,
          "end": 54.46,
          "word": " years.",
          "probability": 1.0
        },
        {
          "start": 54.62,
          "end": 54.86,
          "word": " And",
          "probability": 0.99951171875
        },
        {
          "start": 54.86,
          "end": 55.42,
          "word": " biometric",
          "probability": 0.99951171875
        },
        {
          "start": 55.42,
          "end": 55.86,
          "word": " collection",
          "probability": 0.99951171875
        },
        {
          "start": 55.86,
          "end": 56.28,
          "word": " is",
          "probability": 1.0
        },
        {
          "start": 56.28,
          "end": 56.42,
          "word": " not",
          "probability": 1.0
        }
      ]
    },
    {
      "start": 56.42,
      "end": 60.88,
      "text": "just coming from World ID. You might have noticed that every time you travel, you get your",
      "speaker_id": "Speaker 1",
      "words": [
        {
          "start": 56.42,
          "end": 56.58,
          "word": " just",
          "probability": 1.0
        },
        {
          "start": 56.58,
          "end": 56.8,
          "word": " coming",
          "probability": 1.0
        },
        {
          "start": 56.8,
          "end": 57.08,
          "word": " from",
          "probability": 1.0
        },
        {
          "start": 57.08,
          "end": 57.34,
          "word": " World",
          "probability": 0.8603515625
        },
        {
          "start": 57.34,
          "end": 57.62,
          "word": " ID.",
          "probability": 0.70361328125
        },
        {
          "start": 57.62,
          "end": 58.04,
          "word": " You",
          "probability": 0.861328125
        },
        {
          "start": 58.04,
          "end": 58.2,
          "word": " might",
          "probability": 0.98681640625
        },
        {
          "start": 58.2,
          "end": 58.32,
          "word": " have",
          "probability": 0.9287109375
        },
        {
          "start": 58.32,
          "end": 58.6,
          "word": " noticed",
          "probability": 0.998046875
        },
        {
          "start": 58.6,
          "end": 58.84,
          "word": " that",
          "probability": 0.99169921875
        },
        {
          "start": 58.84,
          "end": 59.2,
          "word": " every",
          "probability": 0.943359375
        },
        {
          "start": 59.2,
          "end": 59.46,
          "word": " time",
          "probability": 0.9990234375
        },
        {
          "start": 59.46,
          "end": 59.64,
          "word": " you",
          "probability": 0.99755859375
        },
        {
          "start": 59.64,
          "end": 60.1,
          "word": " travel,",
          "probability": 0.99853515625
        },
        {
          "start": 60.38,
          "end": 60.58,
          "word": " you",
          "probability": 0.99853515625
        },
        {
          "start": 60.58,
          "end": 60.74,
          "word": " get",
          "probability": 0.99853515625
        },
        {
          "start": 60.74,
          "end": 60.88,
          "word": " your",
          "probability": 0.99462890625
        }
      ]
    },
    {
      "start": 60.88,
      "end": 64.98,
      "text": "biometrics taken. Things like fingerprints and facial recognition. That's already the",
      "speaker_id": "Speaker 1",
      "words": [
        {
          "start": 60.88,
          "end": 61.56,
          "word": " biometrics",
          "probability": 0.9983723958333334
        },
        {
          "start": 61.56,
          "end": 61.82,
          "word": " taken.",
          "probability": 0.9912109375
        },
        {
          "start": 61.96,
          "end": 62.1,
          "word": " Things",
          "probability": 0.99658203125
        },
        {
          "start": 62.1,
          "end": 62.28,
          "word": " like",
          "probability": 1.0
        },
        {
          "start": 62.28,
          "end": 62.8,
          "word": " fingerprints",
          "probability": 0.99609375
        },
        {
          "start": 62.8,
          "end": 63.14,
          "word": " and",
          "probability": 0.98779296875
        },
        {
          "start": 63.14,
          "end": 63.6,
          "word": " facial",
          "probability": 0.99951171875
        },
        {
          "start": 63.6,
          "end": 64.1,
          "word": " recognition.",
          "probability": 0.99951171875
        },
        {
          "start": 64.32,
          "end": 64.58,
          "word": " That's",
          "probability": 0.998291015625
        },
        {
          "start": 64.58,
          "end": 64.8,
          "word": " already",
          "probability": 0.99951171875
        },
        {
          "start": 64.8,
          "end": 64.98,
          "word": " the",
          "probability": 0.998046875
        }
      ]
    },
    {
      "start": 64.98,
      "end": 67.08,
      "text": "standard at most international borders.",
      "speaker_id": "Speaker 1",
      "words": [
        {
          "start": 64.98,
          "end": 65.36,
          "word": " standard",
          "probability": 0.99951171875
        },
        {
          "start": 65.36,
          "end": 65.66,
          "word": " at",
          "probability": 0.9931640625
        },
        {
          "start": 65.66,
          "end": 66.1,
          "word": " most",
          "probability": 0.9990234375
        },
        {
          "start": 66.1,
          "end": 66.7,
          "word": " international",
          "probability": 0.998046875
        },
        {
          "start": 66.7,
          "end": 67.08,
          "word": " borders.",
          "probability": 0.990234375
        }
      ]
    }
  ],
  "language": "en",
  "language_probability": 1.0,
  "duration": 67.3843125,
  "speech_duration": 67.3843125,
  "processing_seconds": 1.5917514100001426,
  "started_at": "2026-10-20T08:35:55.426152+00:00",
  "finished_at": "2026-10-20T08:35:57.017912+00:00",
  "schema_version": 1,
  "source": "asr",
  "video_id": "Rz8RgP31idI",
  "title": "Your Eyes Are The New ID",
  "channel_id": "UCGy7SkBjcIAgTiwkXEtPnYg",
  "source_url": "https://www.youtube.com/watch?v=Rz8RgP31idI",
  "kind": "upload",
  "profile": "turbo-torch213",
  "saved_at": "2026-10-20T08:36:10.348200+00:00",
  "asr_segments": [
    {
      "start": 0.0,
      "end": 2.4,
      "text": "Because here's the problem that programmable money creates.",
      "avg_logprob": -0.11718749932675476,
      "no_speech_prob": 0.0,
      "words": [
        {
          "start": 0.0,
          "end": 0.24,
          "word": " Because",
          "probability": 0.222900390625
        },
        {
          "start": 0.24,
          "end": 0.44,
          "word": " here's",
          "probability": 0.97216796875
        },
        {
          "start": 0.44,
          "end": 0.54,
          "word": " the",
          "probability": 0.9306640625
        },
        {
          "start": 0.54,
          "end": 0.84,
          "word": " problem",
          "probability": 0.99755859375
        },
        {
          "start": 0.84,
          "end": 1.14,
          "word": " that",
          "probability": 0.9873046875
        },
        {
          "start": 1.14,
          "end": 1.72,
          "word": " programmable",
          "probability": 0.960205078125
        },
        {
          "start": 1.72,
          "end": 1.94,
          "word": " money",
          "probability": 0.9990234375
        },
        {
          "start": 1.94,
          "end": 2.4,
          "word": " creates.",
          "probability": 0.99755859375
        }
      ]
    },
    {
      "start": 2.52,
      "end": 4.36,
      "text": "If our money's digital and it has rules,",
      "avg_logprob": -0.11718749932675476,
      "no_speech_prob": 0.0,
      "words": [
        {
          "start": 2.52,
          "end": 2.64,
          "word": " If",
          "probability": 0.98828125
        },
        {
          "start": 2.64,
          "end": 2.76,
          "word": " our",
          "probability": 0.99658203125
        },
        {
          "start": 2.76,
          "end": 3.1,
          "word": " money's",
          "probability": 0.7232666015625
        },
        {
          "start": 3.1,
          "end": 3.48,
          "word": " digital",
          "probability": 0.998046875
        },
        {
          "start": 3.48,
          "end": 3.78,
          "word": " and",
          "probability": 0.78173828125
        },
        {
          "start": 3.78,
          "end": 3.86,
          "word": " it",
          "probability": 0.99609375
        },
        {
          "start": 3.86,
          "end": 4.02,
          "word": " has",
          "probability": 0.9990234375
        },
        {
          "start": 4.02,
          "end": 4.36,
          "word": " rules,",
          "probability": 0.99853515625
        }
      ]
    },
    {
      "start": 4.66,
      "end": 6.96,
      "text": "you need a way to enforce the rules on the right person.",
      "avg_logprob": -0.11718749932675476,
      "no_speech_prob": 0.0,
      "words": [
        {
          "start": 4.66,
          "end": 4.76,
          "word": " you",
          "probability": 0.99462890625
        },
        {
          "start": 4.76,
          "end": 4.88,
          "word": " need",
          "probability": 0.99853515625
        },
        {
          "start": 4.88,
          "end": 4.98,
          "word": " a",
          "probability": 0.99169921875
        },
        {
          "start": 4.98,
          "end": 5.1,
          "word": " way",
          "probability": 0.9990234375
        },
        {
          "start": 5.1,
          "end": 5.28,
          "word": " to",
          "probability": 0.99951171875
        },
        {
          "start": 5.28,
          "end": 5.7,
          "word": " enforce",
          "probability": 0.99853515625
        },
        {
          "start": 5.7,
          "end": 5.88,
          "word": " the",
          "probability": 0.9970703125
        },
        {
          "start": 5.88,
          "end": 6.16,
          "word": " rules",
          "probability": 0.99951171875
        },
        {
          "start": 6.16,
          "end": 6.4,
          "word": " on",
          "probability": 0.99267578125
        },
        {
          "start": 6.4,
          "end": 6.46,
          "word": " the",
          "probability": 0.9990234375
        },
        {
          "start": 6.46,
          "end": 6.6,
          "word": " right",
          "probability": 0.99951171875
        },
        {
          "start": 6.6,
          "end": 6.96,
          "word": " person.",
          "probability": 0.99951171875
        }
      ]
    },
    {
      "start": 7.08,
      "end": 8.78,
      "text": "You're not an AI behind some deepfake,",
      "avg_logprob": -0.11718749932675476,
      "no_speech_prob": 0.0,
      "words": [
        {
          "start": 7.08,
          "end": 7.22,
          "word": " You're",
          "probability": 0.9970703125
        },
        {
          "start": 7.22,
          "end": 7.32,
          "word": " not",
          "probability": 0.9990234375
        },
        {
          "start": 7.32,
          "end": 7.44,
          "word": " an",
          "probability": 0.99658203125
        },
        {
          "start": 7.44,
          "end": 7.66,
          "word": " AI",
          "probability": 0.96923828125
        },
        {
          "start": 7.66,
          "end": 8.02,
          "word": " behind",
          "probability": 0.99755859375
        },
        {
          "start": 8.02,
          "end": 8.24,
          "word": " some",
          "probability": 0.9990234375
        },
        {
          "start": 8.24,
          "end": 8.78,
          "word": " deepfake,",
          "probability": 0.7979329427083334
        }
      ]
    },
    {
      "start": 8.86,
      "end": 12.34,
      "text": "which means the money part and the identity part have to be connected.",
      "avg_logprob": -0.11718749932675476,
      "no_speech_prob": 0.0,
      "words": [
        {
          "start": 8.86,
          "end": 9.04,
          "word": " which",
          "probability": 0.998046875
        },
        {
          "start": 9.04,
          "end": 9.26,
          "word": " means",
          "probability": 0.99951171875
        },
        {
          "start": 9.26,
          "end": 9.72,
          "word": " the",
          "probability": 0.97998046875
        },
        {
          "start": 9.72,
          "end": 10.04,
          "word": " money",
          "probability": 0.9873046875
        },
        {
          "start": 10.04,
          "end": 10.44,
          "word": " part",
          "probability": 0.998046875
        },
        {
          "start": 10.44,
          "end": 10.68,
          "word": " and",
          "probability": 0.9921875
        },
        {
          "start": 10.68,
          "end": 10.8,
          "word": " the",
          "probability": 0.99658203125
        },
        {
          "start": 10.8,
          "end": 11.18,
          "word": " identity",
          "probability": 0.99853515625
        },
        {
          "start": 11.18,
          "end": 11.5,
          "word": " part",
          "probability": 0.998046875
        },
        {
          "start": 11.5,
          "end": 11.76,
          "word": " have",
          "probability": 0.99755859375
        },
        {
          "start": 11.76,
          "end": 11.86,
          "word": " to",
          "probability": 0.99951171875
        },
        {
          "start": 11.86,
          "end": 11.96,
          "word": " be",
          "probability": 0.99951171875
        },
        {
          "start": 11.96,
          "end": 12.34,
          "word": " connected.",
          "probability": 0.99951171875
        }
      ]
    },
    {
      "start": 12.62,
      "end": 15.68,
      "text": "Sam Altman's company, they launched it as a solution to a real problem.",
      "avg_logprob": -0.11718749932675476,
      "no_speech_prob": 0.0,
      "words": [
        {
          "start": 12.62,
          "end": 12.8,
          "word": " Sam",
          "probability": 0.9970703125
        },
        {
          "start": 12.8,
          "end": 13.1,
          "word": " Altman's",
          "probability": 0.9763997395833334
        },
        {
          "start": 13.1,
          "end": 13.46,
          "word": " company,",
          "probability": 0.99755859375
        },
        {
          "start": 13.48,
          "end": 13.84,
          "word": " they",
          "probability": 0.998046875
        },
        {
          "start": 13.84,
          "end": 14.12,
          "word": " launched",
          "probability": 0.99951171875
        },
        {
          "start": 14.12,
          "end": 14.26,
          "word": " it",
          "probability": 0.99951171875
        },
        {
          "start": 14.26,
          "end": 14.44,
          "word": " as",
          "probability": 0.9990234375
        },
        {
          "start": 14.44,
          "end": 14.52,
          "word": " a",
          "probability": 0.99853515625
        },
        {
          "start": 14.52,
          "end": 14.88,
          "word": " solution",
          "probability": 0.99951171875
        },
        {
          "start": 14.88,
          "end": 15.12,
          "word": " to",
          "probability": 0.99951171875
        },
        {
          "start": 15.12,
          "end": 15.22,
          "word": " a",
          "probability": 0.99951171875
        },
        {
          "start": 15.22,
          "end": 15.38,
          "word": " real",
          "probability": 0.99951171875
        },
        {
          "start": 15.38,
          "end": 15.68,
          "word": " problem.",
          "probability": 1.0
        }
      ]
    },
    {
      "start": 15.84,
      "end": 18.62,
      "text": "How do you prove that you are a human being in a world full of AI?",
      "avg_logprob": -0.11718749932675476,
      "no_speech_prob": 0.0,
      "words": [
        {
          "start": 15.84,
          "end": 15.98,
          "word": " How",
          "probability": 0.97802734375
        },
        {
          "start": 15.98,
          "end": 16.1,
          "word": " do",
          "probability": 0.99951171875
        },
        {
          "start": 16.1,
          "end": 16.22,
          "word": " you",
          "probability": 1.0
        },
        {
          "start": 16.22,
          "end": 16.52,
          "word": " prove",
          "probability": 0.99951171875
        },
        {
          "start": 16.52,
          "end": 16.72,
          "word": " that",
          "probability": 0.9990234375
        },
        {
          "start": 16.72,
          "end": 16.86,
          "word": " you",
          "probability": 0.99951171875
        },
        {
          "start": 16.86,
          "end": 16.98,
          "word": " are",
          "probability": 0.99462890625
        },
        {
          "start": 16.98,
          "end": 17.1,
          "word": " a",
          "probability": 0.98828125
        },
        {
          "start": 17.1,
          "end": 17.32,
          "word": " human",
          "probability": 1.0
        },
        {
          "start": 17.32,
          "end": 17.56,
          "word": " being",
          "probability": 0.9990234375
        },
        {
          "start": 17.56,
          "end": 17.8,
          "word": " in",
          "probability": 0.9990234375
        },
        {
          "start": 17.8,
          "end": 17.88,
          "word": " a",
          "probability": 0.99951171875
        },
        {
          "start": 17.88,
          "end": 18.04,
          "word": " world",
          "probability": 0.99951171875
        },
        {
          "start": 18.04,
          "end": 18.24,
          "word": " full",
          "probability": 0.99853515625
        },
        {
          "start": 18.24,
          "end": 18.38,
          "word": " of",
          "probability": 0.99951171875
        },
        {
          "start": 18.38,
          "end": 18.62,
          "word": " AI?",
          "probability": 0.9970703125
        }
      ]
    },
    {
      "start": 18.76,
      "end": 21.06,
      "text": "And the answer he came up with is scan your eyeball,",
      "avg_logprob": -0.11718749932675476,
      "no_speech_prob": 0.0,
      "words": [
        {
          "start": 18.76,
          "end": 18.86,
          "word": " And",
          "probability": 0.9970703125
        },
        {
          "start": 18.86,
          "end": 18.98,
          "word": " the",
          "probability": 0.99853515625
        },
        {
          "start": 18.98,
          "end": 19.22,
          "word": " answer",
          "probability": 0.99951171875
        },
        {
          "start": 19.22,
          "end": 19.34,
          "word": " he",
          "probability": 0.99658203125
        },
        {
          "start": 19.34,
          "end": 19.52,
          "word": " came",
          "probability": 0.99951171875
        },
        {
          "start": 19.52,
          "end": 19.66,
          "word": " up",
          "probability": 0.99951171875
        },
        {
          "start": 19.66,
          "end": 19.82,
          "word": " with",
          "probability": 0.99853515625
        },
        {
          "start": 19.82,
          "end": 20.14,
          "word": " is",
          "probability": 0.998046875
        },
        {
          "start": 20.14,
          "end": 20.58,
          "word": " scan",
          "probability": 0.6083984375
        },
        {
          "start": 20.58,
          "end": 20.74,
          "word": " your",
          "probability": 0.99951171875
        },
        {
          "start": 20.74,
          "end": 21.06,
          "word": " eyeball,",
          "probability": 0.998046875
        }
      ]
    },
    {
      "start": 21.34,
      "end": 22.68,
      "text": "get a credential, and use it everywhere.",
      "avg_logprob": -0.11718749932675476,
      "no_speech_prob": 0.0,
      "words": [
        {
          "start": 21.34,
          "end": 21.44,
          "word": " get",
          "probability": 0.99951171875
        },
        {
          "start": 21.44,
          "end": 21.54,
          "word": " a",
          "probability": 0.99951171875
        },
        {
          "start": 21.54,
          "end": 21.86,
          "word": " credential,",
          "probability": 0.9990234375
        },
        {
          "start": 22.02,
          "end": 22.12,
          "word": " and",
          "probability": 0.99951171875
        },
        {
          "start": 22.12,
          "end": 22.3,
          "word": " use",
          "probability": 0.99951171875
        },
        {
          "start": 22.3,
          "end": 22.4,
          "word": " it",
          "probability": 0.99951171875
        },
        {
          "start": 22.4,
          "end": 22.68,
          "word": " everywhere.",
          "probability": 0.99951171875
        }
      ]
    },
    {
      "start": 22.9,
      "end": 24.92,
      "text": "Tinder uses it so that you know your match is real.",
      "avg_logprob": -0.11718749932675476,
      "no_speech_prob": 0.0,
      "words": [
        {
          "start": 22.9,
          "end": 23.12,
          "word": " Tinder",
          "probability": 0.99755859375
        },
        {
          "start": 23.12,
          "end": 23.4,
          "word": " uses",
          "probability": 0.99951171875
        },
        {
          "start": 23.4,
          "end": 23.62,
          "word": " it",
          "probability": 0.99951171875
        },
        {
          "start": 23.62,
          "end": 23.82,
          "word": " so",
          "probability": 0.95849609375
        },
        {
          "start": 23.82,
          "end": 23.92,
          "word": " that",
          "probability": 0.99853515625
        },
        {
          "start": 23.92,
          "end": 24.04,
          "word": " you",
          "probability": 0.9951171875
        },
        {
          "start": 24.04,
          "end": 24.14,
          "word": " know",
          "probability": 0.99951171875
        },
        {
          "start": 24.14,
          "end": 24.3,
          "word": " your",
          "probability": 0.99755859375
        },
        {
          "start": 24.3,
          "end": 24.48,
          "word": " match",
          "probability": 0.99853515625
        },
        {
          "start": 24.48,
          "end": 24.66,
          "word": " is",
          "probability": 1.0
        },
        {
          "start": 24.66,
          "end": 24.92,
          "word": " real.",
          "probability": 0.99951171875
        }
      ]
    },
    {
      "start": 25.34,
      "end": 28.56,
      "text": "DocuSign uses it so that contracts are tied to verified human beings.",
      "avg_logprob": -0.11718749932675476,
      "no_speech_prob": 0.0,
      "words": [
        {
          "start": 25.34,
          "end": 25.74,
          "word": " DocuSign",
          "probability": 0.9925537109375
        },
        {
          "start": 25.74,
          "end": 26.0,
          "word": " uses",
          "probability": 0.99951171875
        },
        {
          "start": 26.0,
          "end": 26.22,
          "word": " it",
          "probability": 0.99951171875
        },
        {
          "start": 26.22,
          "end": 26.46,
          "word": " so",
          "probability": 0.99853515625
        },
        {
          "start": 26.46,
          "end": 26.64,
          "word": " that",
          "probability": 1.0
        },
        {
          "start": 26.64,
          "end": 27.1,
          "word": " contracts",
          "probability": 0.99951171875
        },
        {
          "start": 27.1,
          "end": 27.3,
          "word": " are",
          "probability": 1.0
        },
        {
          "start": 27.3,
          "end": 27.5,
          "word": " tied",
          "probability": 0.9990234375
        },
        {
          "start": 27.5,
          "end": 27.68,
          "word": " to",
          "probability": 0.99951171875
        },
        {
          "start": 27.68,
          "end": 27.98,
          "word": " verified",
          "probability": 0.998046875
        },
        {
          "start": 27.98,
          "end": 28.26,
          "word": " human",
          "probability": 0.99951171875
        },
        {
          "start": 28.26,
          "end": 28.56,
          "word": " beings.",
          "probability": 0.99951171875
        }
      ]
    },
    {
      "start": 28.56,
      "end": 32.06,
      "text": "Zoom uses it so you know that the person on the other side is not a deepfake.",
      "avg_logprob": -0.09505208596587181,
      "no_speech_prob": 0.0,
      "words": [
        {
          "start": 28.56,
          "end": 28.98,
          "word": " Zoom",
          "probability": 0.9521484375
        },
        {
          "start": 28.98,
          "end": 29.32,
          "word": " uses",
          "probability": 0.99853515625
        },
        {
          "start": 29.32,
          "end": 29.52,
          "word": " it",
          "probability": 0.9990234375
        },
        {
          "start": 29.52,
          "end": 29.68,
          "word": " so",
          "probability": 0.8046875
        },
        {
          "start": 29.68,
          "end": 29.8,
          "word": " you",
          "probability": 0.99072265625
        },
        {
          "start": 29.8,
          "end": 29.92,
          "word": " know",
          "probability": 0.998046875
        },
        {
          "start": 29.92,
          "end": 30.04,
          "word": " that",
          "probability": 0.99169921875
        },
        {
          "start": 30.04,
          "end": 30.16,
          "word": " the",
          "probability": 0.99755859375
        },
        {
          "start": 30.16,
          "end": 30.42,
          "word": " person",
          "probability": 0.99853515625
        },
        {
          "start": 30.42,
          "end": 30.56,
          "word": " on",
          "probability": 0.9990234375
        },
        {
          "start": 30.56,
          "end": 30.64,
          "word": " the",
          "probability": 1.0
        },
        {
          "start": 30.64,
          "end": 30.76,
          "word": " other",
          "probability": 0.99951171875
        },
        {
          "start": 30.76,
          "end": 31.1,
          "word": " side",
          "probability": 0.99951171875
        },
        {
          "start": 31.1,
          "end": 31.32,
          "word": " is",
          "probability": 0.99755859375
        },
        {
          "start": 31.32,
          "end": 31.48,
          "word": " not",
          "probability": 0.99951171875
        },
        {
          "start": 31.48,
          "end": 31.6,
          "word": " a",
          "probability": 0.9990234375
        },
        {
          "start": 31.6,
          "end": 32.06,
          "word": " deepfake.",
          "probability": 0.9117838541666666
        }
      ]
    },
    {
      "start": 32.16,
      "end": 35.38,
      "text": "The dangerous part about it, though, is that you're giving a private company",
      "avg_logprob": -0.09505208596587181,
      "no_speech_prob": 0.0,
      "words": [
        {
          "start": 32.16,
          "end": 32.26,
          "word": " The",
          "probability": 0.9990234375
        },
        {
          "start": 32.26,
          "end": 32.6,
          "word": " dangerous",
          "probability": 0.99951171875
        },
        {
          "start": 32.6,
          "end": 32.84,
          "word": " part",
          "probability": 0.99951171875
        },
        {
          "start": 32.84,
          "end": 33.0,
          "word": " about",
          "probability": 0.9990234375
        },
        {
          "start": 33.0,
          "end": 33.22,
          "word": " it,",
          "probability": 0.99951171875
        },
        {
          "start": 33.3,
          "end": 33.38,
          "word": " though,",
          "probability": 0.99951171875
        },
        {
          "start": 33.48,
          "end": 33.58,
          "word": " is",
          "probability": 1.0
        },
        {
          "start": 33.58,
          "end": 33.76,
          "word": " that",
          "probability": 1.0
        },
        {
          "start": 33.76,
          "end": 34.0,
          "word": " you're",
          "probability": 0.999267578125
        },
        {
          "start": 34.0,
          "end": 34.32,
          "word": " giving",
          "probability": 1.0
        },
        {
          "start": 34.32,
          "end": 34.6,
          "word": " a",
          "probability": 1.0
        },
        {
          "start": 34.6,
          "end": 34.92,
          "word": " private",
          "probability": 1.0
        },
        {
          "start": 34.92,
          "end": 35.38,
          "word": " company",
          "probability": 1.0
        }
      ]
    },
    {
      "start": 35.38,
      "end": 39.1,
      "text": "a biometric signature that is unique and irreplaceable.",
      "avg_logprob": -0.09505208596587181,
      "no_speech_prob": 0.0,
      "words": [
        {
          "start": 35.38,
          "end": 35.7,
          "word": " a",
          "probability": 0.99951171875
        },
        {
          "start": 35.7,
          "end": 36.28,
          "word": " biometric",
          "probability": 0.99658203125
        },
        {
          "start": 36.28,
          "end": 36.76,
          "word": " signature",
          "probability": 1.0
        },
        {
          "start": 36.76,
          "end": 37.36,
          "word": " that",
          "probability": 1.0
        },
        {
          "start": 37.36,
          "end": 37.54,
          "word": " is",
          "probability": 1.0
        },
        {
          "start": 37.54,
          "end": 37.96,
          "word": " unique",
          "probability": 1.0
        },
        {
          "start": 37.96,
          "end": 38.34,
          "word": " and",
          "probability": 1.0
        },
        {
          "start": 38.34,
          "end": 39.1,
          "word": " irreplaceable.",
          "probability": 1.0
        }
      ]
    },
    {
      "start": 39.28,
      "end": 41.6,
      "text": "With a password, for example, you could change it any time.",
      "avg_logprob": -0.09505208596587181,
      "no_speech_prob": 0.0,
      "words": [
        {
          "start": 39.28,
          "end": 39.5,
          "word": " With",
          "probability": 1.0
        },
        {
          "start": 39.5,
          "end": 39.58,
          "word": " a",
          "probability": 0.99365234375
        },
        {
          "start": 39.58,
          "end": 39.84,
          "word": " password,",
          "probability": 0.99853515625
        },
        {
          "start": 39.92,
          "end": 40.0,
          "word": " for",
          "probability": 1.0
        },
        {
          "start": 40.0,
          "end": 40.26,
          "word": " example,",
          "probability": 1.0
        },
        {
          "start": 40.46,
          "end": 40.68,
          "word": " you",
          "probability": 1.0
        },
        {
          "start": 40.68,
          "end": 40.8,
          "word": " could",
          "probability": 0.9990234375
        },
        {
          "start": 40.8,
          "end": 41.04,
          "word": " change",
          "probability": 1.0
        },
        {
          "start": 41.04,
          "end": 41.2,
          "word": " it",
          "probability": 0.6435546875
        },
        {
          "start": 41.2,
          "end": 41.34,
          "word": " any",
          "probability": 0.494140625
        },
        {
          "start": 41.34,
          "end": 41.6,
          "word": " time.",
          "probability": 1.0
        }
      ]
    },
    {
      "start": 41.74,
      "end": 44.58,
      "text": "You can get a new credit card, but you can't get a new set of eyeballs.",
      "avg_logprob": -0.09505208596587181,
      "no_speech_prob": 0.0,
      "words": [
        {
          "start": 41.74,
          "end": 41.8,
          "word": " You",
          "probability": 1.0
        },
        {
          "start": 41.8,
          "end": 41.86,
          "word": " can",
          "probability": 0.99951171875
        },
        {
          "start": 41.86,
          "end": 41.96,
          "word": " get",
          "probability": 1.0
        },
        {
          "start": 41.96,
          "end": 42.04,
          "word": " a",
          "probability": 1.0
        },
        {
          "start": 42.04,
          "end": 42.14,
          "word": " new",
          "probability": 1.0
        },
        {
          "start": 42.14,
          "end": 42.38,
          "word": " credit",
          "probability": 1.0
        },
        {
          "start": 42.38,
          "end": 42.64,
          "word": " card,",
          "probability": 1.0
        },
        {
          "start": 42.68,
          "end": 42.88,
          "word": " but",
          "probability": 1.0
        },
        {
          "start": 42.88,
          "end": 42.98,
          "word": " you",
          "probability": 1.0
        },
        {
          "start": 42.98,
          "end": 43.24,
          "word": " can't",
          "probability": 0.99951171875
        },
        {
          "start": 43.24,
          "end": 43.48,
          "word": " get",
          "probability": 1.0
        },
        {
          "start": 43.48,
          "end": 43.7,
          "word": " a",
          "probability": 1.0
        },
        {
          "start": 43.7,
          "end": 43.9,
          "word": " new",
          "probability": 1.0
        },
        {
          "start": 43.9,
          "end": 44.1,
          "word": " set",
          "probability": 1.0
        },
        {
          "start": 44.1,
          "end": 44.22,
          "word": " of",
          "probability": 1.0
        },
        {
          "start": 44.22,
          "end": 44.58,
          "word": " eyeballs.",
          "probability": 1.0
        }
      ]
    },
    {
      "start": 44.74,
      "end": 49.26,
      "text": "And once the data exists, it can be subpoenaed, hacked, or even sold.",
      "avg_logprob": -0.09505208596587181,
      "no_speech_prob": 0.0,
      "words": [
        {
          "start": 44.74,
          "end": 44.88,
          "word": " And",
          "probability": 0.994140625
        },
        {
          "start": 44.88,
          "end": 45.24,
          "word": " once",
          "probability": 0.99951171875
        },
        {
          "start": 45.24,
          "end": 45.44,
          "word": " the",
          "probability": 1.0
        },
        {
          "start": 45.44,
          "end": 45.72,
          "word": " data",
          "probability": 1.0
        },
        {
          "start": 45.72,
          "end": 46.32,
          "word": " exists,",
          "probability": 1.0
        },
        {
          "start": 46.38,
          "end": 46.7,
          "word": " it",
          "probability": 1.0
        },
        {
          "start": 46.7,
          "end": 46.8,
          "word": " can",
          "probability": 1.0
        },
        {
          "start": 46.8,
          "end": 47.0,
          "word": " be",
          "probability": 1.0
        },
        {
          "start": 47.0,
          "end": 47.92,
          "word": " subpoenaed,",
          "probability": 0.9979248046875
        },
        {
          "start": 48.24,
          "end": 48.46,
          "word": " hacked,",
          "probability": 1.0
        },
        {
          "start": 48.56,
          "end": 48.64,
          "word": " or",
          "probability": 1.0
        },
        {
          "start": 48.64,
          "end": 48.82,
          "word": " even",
          "probability": 1.0
        },
        {
          "start": 48.82,
          "end": 49.26,
          "word": " sold.",
          "probability": 1.0
        }
      ]
    },
    {
      "start": 49.44,
      "end": 54.46,
      "text": "And the company's privacy policy today does not guarantee what happens to your data in 10 years.",
      "avg_logprob": -0.09505208596587181,
      "no_speech_prob": 0.0,
      "words": [
        {
          "start": 49.44,
          "end": 49.54,
          "word": " And",
          "probability": 0.99951171875
        },
        {
          "start": 49.54,
          "end": 49.66,
          "word": " the",
          "probability": 1.0
        },
        {
          "start": 49.66,
          "end": 50.16,
          "word": " company's",
          "probability": 1.0
        },
        {
          "start": 50.16,
          "end": 50.6,
          "word": " privacy",
          "probability": 0.99951171875
        },
        {
          "start": 50.6,
          "end": 51.06,
          "word": " policy",
          "probability": 1.0
        },
        {
          "start": 51.06,
          "end": 51.38,
          "word": " today",
          "probability": 1.0
        },
        {
          "start": 51.38,
          "end": 51.76,
          "word": " does",
          "probability": 0.99951171875
        },
        {
          "start": 51.76,
          "end": 51.96,
          "word": " not",
          "probability": 1.0
        },
        {
          "start": 51.96,
          "end": 52.38,
          "word": " guarantee",
          "probability": 1.0
        },
        {
          "start": 52.38,
          "end": 52.64,
          "word": " what",
          "probability": 1.0
        },
        {
          "start": 52.64,
          "end": 52.98,
          "word": " happens",
          "probability": 1.0
        },
        {
          "start": 52.98,
          "end": 53.14,
          "word": " to",
          "probability": 1.0
        },
        {
          "start": 53.14,
          "end": 53.3,
          "word": " your",
          "probability": 1.0
        },
        {
          "start": 53.3,
          "end": 53.56,
          "word": " data",
          "probability": 1.0
        },
        {
          "start": 53.56,
          "end": 53.9,
          "word": " in",
          "probability": 1.0
        },
        {
          "start": 53.9,
          "end": 54.12,
          "word": " 10",
          "probability": 0.990234375
        },
        {
          "start": 54.12,
          "end": 54.46,
          "word": " years.",
          "probability": 1.0
        }
      ]
    },
    {
      "start": 54.62,
      "end": 57.62,
      "text": "And biometric collection is not just coming from World ID.",
      "avg_logprob": -0.09505208596587181,
      "no_speech_prob": 0.0,
      "words": [
        {
          "start": 54.62,
          "end": 54.86,
          "word": " And",
          "probability": 0.99951171875
        },
        {
          "start": 54.86,
          "end": 55.42,
          "word": " biometric",
          "probability": 0.99951171875
        },
        {
          "start": 55.42,
          "end": 55.86,
          "word": " collection",
          "probability": 0.99951171875
        },
        {
          "start": 55.86,
          "end": 56.28,
          "word": " is",
          "probability": 1.0
        },
        {
          "start": 56.28,
          "end": 56.42,
          "word": " not",
          "probability": 1.0
        },
        {
          "start": 56.42,
          "end": 56.58,
          "word": " just",
          "probability": 1.0
        },
        {
          "start": 56.58,
          "end": 56.8,
          "word": " coming",
          "probability": 1.0
        },
        {
          "start": 56.8,
          "end": 57.08,
          "word": " from",
          "probability": 1.0
        },
        {
          "start": 57.08,
          "end": 57.34,
          "word": " World",
          "probability": 0.8603515625
        },
        {
          "start": 57.34,
          "end": 57.62,
          "word": " ID.",
          "probability": 0.70361328125
        }
      ]
    },
    {
      "start": 57.62,
      "end": 61.82,
      "text": "You might have noticed that every time you travel, you get your biometrics taken.",
      "avg_logprob": -0.12276785643327803,
      "no_speech_prob": 0.0,
      "words": [
        {
          "start": 57.62,
          "end": 58.04,
          "word": " You",
          "probability": 0.861328125
        },
        {
          "start": 58.04,
          "end": 58.2,
          "word": " might",
          "probability": 0.98681640625
        },
        {
          "start": 58.2,
          "end": 58.32,
          "word": " have",
          "probability": 0.9287109375
        },
        {
          "start": 58.32,
          "end": 58.6,
          "word": " noticed",
          "probability": 0.998046875
        },
        {
          "start": 58.6,
          "end": 58.84,
          "word": " that",
          "probability": 0.99169921875
        },
        {
          "start": 58.84,
          "end": 59.2,
          "word": " every",
          "probability": 0.943359375
        },
        {
          "start": 59.2,
          "end": 59.46,
          "word": " time",
          "probability": 0.9990234375
        },
        {
          "start": 59.46,
          "end": 59.64,
          "word": " you",
          "probability": 0.99755859375
        },
        {
          "start": 59.64,
          "end": 60.1,
          "word": " travel,",
          "probability": 0.99853515625
        },
        {
          "start": 60.38,
          "end": 60.58,
          "word": " you",
          "probability": 0.99853515625
        },
        {
          "start": 60.58,
          "end": 60.74,
          "word": " get",
          "probability": 0.99853515625
        },
        {
          "start": 60.74,
          "end": 60.88,
          "word": " your",
          "probability": 0.99462890625
        },
        {
          "start": 60.88,
          "end": 61.56,
          "word": " biometrics",
          "probability": 0.9983723958333334
        },
        {
          "start": 61.56,
          "end": 61.82,
          "word": " taken.",
          "probability": 0.9912109375
        }
      ]
    },
    {
      "start": 61.96,
      "end": 64.1,
      "text": "Things like fingerprints and facial recognition.",
      "avg_logprob": -0.12276785643327803,
      "no_speech_prob": 0.0,
      "words": [
        {
          "start": 61.96,
          "end": 62.1,
          "word": " Things",
          "probability": 0.99658203125
        },
        {
          "start": 62.1,
          "end": 62.28,
          "word": " like",
          "probability": 1.0
        },
        {
          "start": 62.28,
          "end": 62.8,
          "word": " fingerprints",
          "probability": 0.99609375
        },
        {
          "start": 62.8,
          "end": 63.14,
          "word": " and",
          "probability": 0.98779296875
        },
        {
          "start": 63.14,
          "end": 63.6,
          "word": " facial",
          "probability": 0.99951171875
        },
        {
          "start": 63.6,
          "end": 64.1,
          "word": " recognition.",
          "probability": 0.99951171875
        }
      ]
    },
    {
      "start": 64.32,
      "end": 67.08,
      "text": "That's already the standard at most international borders.",
      "avg_logprob": -0.12276785643327803,
      "no_speech_prob": 0.0,
      "words": [
        {
          "start": 64.32,
          "end": 64.58,
          "word": " That's",
          "probability": 0.998291015625
        },
        {
          "start": 64.58,
          "end": 64.8,
          "word": " already",
          "probability": 0.99951171875
        },
        {
          "start": 64.8,
          "end": 64.98,
          "word": " the",
          "probability": 0.998046875
        },
        {
          "start": 64.98,
          "end": 65.36,
          "word": " standard",
          "probability": 0.99951171875
        },
        {
          "start": 65.36,
          "end": 65.66,
          "word": " at",
          "probability": 0.9931640625
        },
        {
          "start": 65.66,
          "end": 66.1,
          "word": " most",
          "probability": 0.9990234375
        },
        {
          "start": 66.1,
          "end": 66.7,
          "word": " international",
          "probability": 0.998046875
        },
        {
          "start": 66.7,
          "end": 67.08,
          "word": " borders.",
          "probability": 0.990234375
        }
      ]
    }
  ],
  "diarization": {
    "model": "nvidia/Nemotron-3-Diarization",
    "revision": "f667ed73aee57d40cc39428eb768b4fd87a0a29e",
    "backend": "transformers",
    "backend_version": "5.18.0",
    "torch_version": "2.13.0+cu130",
    "device": "cuda:0",
    "gpu": "NVIDIA GeForce RTX 4090",
    "compute_type": "float32",
    "options": {
      "threshold": 0.5,
      "chunk_length": 340,
      "chunk_right_context": 40
    },
    "exclusive_policy": "Highest activity probability during overlap; raw turns retained",
    "duration": 67.3843125,
    "processing_seconds": 1.139115549999815,
    "started_at": "2026-10-20T08:36:06.985906+00:00",
    "finished_at": "2026-10-20T08:36:08.125036+00:00",
    "turns": [
      {
        "start": 0.06,
        "end": 67.38,
        "speaker": "Speaker 1"
      }
    ],
    "exclusive_turns": [
      {
        "start": 0.06,
        "end": 67.38,
        "speaker": "Speaker 1"
      }
    ],
    "speaker_count": 1,
    "peak_allocated_mib": 412.9345703125,
    "overlapping_speech_seconds": 0.0
  },
  "diarization_coverage": {
    "speakers_with_asr_words": [
      "Speaker 1"
    ],
    "speakers_without_asr_words": [],
    "untranscribed_speaker_turns": []
  },
  "speaker_name_provenance": "Anonymous IDs within this video; names not inferred"
}