{
 "lang": "en",
 "model": "gpt-live-transcribe",
 "llm": "deepseek",
 "summary": {
  "plain": {
   "names": "3/31",
   "terms": "18/20",
   "name_misses": {
    "Jaxon": 5,
    "Saoirse": 5,
    "Priya": 1,
    "Kaitlynn": 3,
    "Aoife": 4,
    "Kaveh": 3,
    "Xochitl": 3,
    "Mairead": 2,
    "Tadhg": 2
   },
   "median_after_speech_s": 0.8815159797668457,
   "median_first_text_s": 1.1598520278930664
  },
  "terms": {
   "names": "27/31",
   "terms": "20/20",
   "name_misses": {
    "Priya": 1,
    "Aoife": 2,
    "Xochitl": 1
   },
   "median_after_speech_s": 0.8432629108428955,
   "median_first_text_s": 1.2467091083526611
  },
  "correct": {
   "names": "21/31",
   "terms": "20/20",
   "name_misses": {
    "Aoife": 2,
    "Xochitl": 3,
    "Saoirse": 1,
    "Kaveh": 1,
    "Mairead": 2,
    "Tadhg": 1
   },
   "median_after_speech_s": 2.779660940170288,
   "median_first_text_s": 1.1598520278930664
  },
  "both": {
   "names": "28/31",
   "terms": "20/20",
   "name_misses": {
    "Priya": 1,
    "Aoife": 1,
    "Xochitl": 1
   },
   "median_after_speech_s": 2.452361822128296,
   "median_first_text_s": 1.2467091083526611
  },
  "batch": {
   "names": "3/31",
   "terms": "14/20",
   "name_misses": {
    "Jaxon": 5,
    "Saoirse": 5,
    "Priya": 1,
    "Kaitlynn": 3,
    "Aoife": 4,
    "Kaveh": 3,
    "Xochitl": 3,
    "Mairead": 2,
    "Tadhg": 2
   },
   "median_after_speech_s": 1.434192180633545,
   "median_first_text_s": null
  }
 },
 "results": {
  "W01": {
   "seconds_of_audio": 20.8,
   "plain": {
    "text": "So, this afternoon I went over the deployment with Jackson and Sorsa. I mean the service is sitting on Koyeb right now, and she says the cold start is way too slow, so she wants to spin up Vercel on our own box. I said let's not rush it next Wednesday. We'll look at the KV cache hit rate with Preya first and then decide",
    "first_text_s": 1.1598520278930664,
    "after_speech_s": 0.7336490154266357
   },
   "terms": {
    "text": "So, this afternoon I went over the deployment with Jaxon and Saoirse. I mean the service is sitting on Koyeb right now, and she says the cold start is way too slow, so she wants to spin up vLLM on our own box. I said let's not rush it next Wednesday. We'll look at the KV cache hit rate with prefill first and then decide",
    "first_text_s": 1.1419949531555176,
    "after_speech_s": 1.098280906677246
   },
   "correct": {
    "text": "So, this afternoon I went over the deployment with Jaxon and Saoirse. I mean the service is sitting on Koyeb right now, and she says the cold start is way too slow, so she wants to spin up vLLM on our own box. I said let's not rush it next Wednesday. We'll look at the KV cache hit rate with Priya first and then decide.",
    "first_text_s": 1.1598520278930664,
    "after_speech_s": 3.3059370517730713,
    "llm_s": 2.5722880363464355
   },
   "both": {
    "text": "So, this afternoon I went over the deployment with Jaxon and Saoirse. I mean the service is sitting on Koyeb right now, and she says the cold start is way too slow, so she wants to spin up vLLM on our own box. I said let's not rush it next Wednesday. We'll look at the KV cache hit rate with prefill first and then decide.",
    "first_text_s": 1.1419949531555176,
    "after_speech_s": 4.114529848098755,
    "llm_s": 3.016248941421509
   },
   "batch": {
    "text": "So this afternoon, I went over the deployment with Jackson and Sorsa. I mean, the service is sitting on Coyab right now, and she says the cold start is way too slow, so she wants to spin up Val-M on our own box. I said, let's not rush it next Wednesday. We'll look at the KV cache hit rate with Prea first and then decide.",
    "first_text_s": null,
    "after_speech_s": 1.5981650352478027
   }
  },
  "W02": {
   "seconds_of_audio": 19.28,
   "plain": {
    "text": "Note to self: tomorrow at ten in the morning I'm going through the voiceflow requirements with Caitlin. Last time she said the scene users care about most is that names keep coming out wrong. I think we can try a simple name list first. We don't have to jump straight to training a LoRA",
    "first_text_s": 1.096346139907837,
    "after_speech_s": 0.8354878425598145
   },
   "terms": {
    "text": "Note to self: tomorrow at ten in the morning I'm going through the VoiceFlow requirements with Kaitlynn. Last time she said the thing users care about most is that names keep coming out wrong. I think we can try a simple name list first. We don't have to jump straight to training a LoRA",
    "first_text_s": 1.0824031829833984,
    "after_speech_s": 0.6966688632965088
   },
   "correct": {
    "text": "Note to self: tomorrow at ten in the morning I'm going through the VoiceFlow requirements with Kaitlynn. Last time she said the thing users care about most is that names keep coming out wrong. I think we can try a simple name list first. We don't have to jump straight to training a LoRA.",
    "first_text_s": 1.096346139907837,
    "after_speech_s": 2.4879648685455322,
    "llm_s": 1.6524770259857178
   },
   "both": {
    "text": "Note to self: tomorrow at ten in the morning I'm going through the VoiceFlow requirements with Kaitlynn. Last time she said the thing users care about most is that names keep coming out wrong. I think we can try a simple name list first. We don't have to jump straight to training a LoRA.",
    "first_text_s": 1.0824031829833984,
    "after_speech_s": 1.9022650718688965,
    "llm_s": 1.2055962085723877
   },
   "batch": {
    "text": "Note to self, tomorrow at ten in the morning, I'm going through the voice flow requirements with Caitlin. Last time she said the thing users care about most is that names keep coming out wrong. I think we can try a simple name list first. We don't have to jump straight to training Elora.",
    "first_text_s": null,
    "after_speech_s": 1.434192180633545
   }
  },
  "W03": {
   "seconds_of_audio": 20.16,
   "plain": {
    "text": "If you ask me today what the difference is between MLX and VLLM, I mean, I told her MLX is what you run on the Mac. VLLM is what you run on the GPU servers and you kick off both from the shell. She still looked kind of lost, so I'll find her a real example to walk through",
    "first_text_s": 1.764326810836792,
    "after_speech_s": 1.2655069828033447
   },
   "terms": {
    "text": "If you ask me today what the difference is between MLX and vLLM, I mean I told her MLX is what you run on the Mac. vLLM is what you run on the GPU servers, and you kick off both from the shell. She still looked kind of lost, so I’ll find her a real example to walk through",
    "first_text_s": 1.5515410900115967,
    "after_speech_s": 1.0809268951416016
   },
   "correct": {
    "text": "If you ask me today what the difference is between MLX and vLLM, I mean, I told her MLX is what you run on the Mac. vLLM is what you run on the GPU servers and you kick off both from the shell. She still looked kind of lost, so I'll find her a real example to walk through.",
    "first_text_s": 1.764326810836792,
    "after_speech_s": 3.923985004425049,
    "llm_s": 2.658478021621704
   },
   "both": {
    "text": "If you ask me today what the difference is between MLX and vLLM, I mean I told her MLX is what you run on the Mac. vLLM is what you run on the GPU servers, and you kick off both from the shell. She still looked kind of lost, so I'll find her a real example to walk through.",
    "first_text_s": 1.5515410900115967,
    "after_speech_s": 4.444328308105469,
    "llm_s": 3.363401412963867
   },
   "batch": {
    "text": "If you ask me today what the difference is between MLX and VLLM, I mean, I told her MLX is what you run on the Mac, VLLM is what you run on the GPU servers, and you kick off both from the shell. She still looked kind of lost, so I'll find her a real example to walk through.",
    "first_text_s": null,
    "after_speech_s": 1.389549970626831
   }
  },
  "W04": {
   "seconds_of_audio": 15.36,
   "plain": {
    "text": "Just got off the phone with Cavy and he asked some pretty sharp questions. He thinks the superlinear courses depend way too much on me personally, and he asked whether the TAs could take on more of it. I mean, he's got a point. I need to think about that one",
    "first_text_s": 1.2157666683197021,
    "after_speech_s": 1.0849170684814453
   },
   "terms": {
    "text": "Just got off the phone with Kaveh, and he asked some pretty sharp questions. He thinks the Superlinear courses depend way too much on me personally, and he asked whether the TAs could take on more of it. I mean, he's got a point. I need to think about that one",
    "first_text_s": 1.0954608917236328,
    "after_speech_s": 0.9037661552429199
   },
   "correct": {
    "text": "Just got off the phone with Kaveh and he asked some pretty sharp questions. He thinks the Superlinear courses depend way too much on me personally, and he asked whether the TAs could take on more of it. I mean, he's got a point. I need to think about that one.",
    "first_text_s": 1.2157666683197021,
    "after_speech_s": 2.466811418533325,
    "llm_s": 1.3818943500518799
   },
   "both": {
    "text": "Just got off the phone with Kaveh, and he asked some pretty sharp questions. He thinks the Superlinear courses depend way too much on me personally, and he asked whether the TAs could take on more of it. I mean, he's got a point. I need to think about that one.",
    "first_text_s": 1.0954608917236328,
    "after_speech_s": 2.211303234100342,
    "llm_s": 1.3075370788574219
   },
   "batch": {
    "text": "Just got off the phone with Kevi, and he asked some pretty sharp questions. He thinks the superlinear courses depend way too much on me personally, and he asked whether the TAs could take on more of it. I mean, he's got a point. I need to think about that one.",
    "first_text_s": null,
    "after_speech_s": 1.2804508209228516
   }
  },
  "W05": {
   "seconds_of_audio": 15.28,
   "plain": {
    "text": "Suchito sent over the new design mocks. The button on the homepage is way too small. You basically can't tap it on a phone, and the blue she picked doesn't match the AI builder space brand color, so I'll ask her to change that too before we show anyone",
    "first_text_s": 1.3651657104492188,
    "after_speech_s": 0.9636020660400391
   },
   "terms": {
    "text": "Xochitl sent over the new design mocks; the button on the homepage is way too small. You basically can't tap it on a phone, and the blue she picked doesn't match the AI Builder Space brand color, so I'll ask her to change that too before we show anyone",
    "first_text_s": 1.2498979568481445,
    "after_speech_s": 1.0569279193878174
   },
   "correct": {
    "text": "Suchito sent over the new design mocks. The button on the homepage is way too small. You basically can't tap it on a phone, and the blue she picked doesn't match the AI Builder Space brand color, so I'll ask her to change that too before we show anyone",
    "first_text_s": 1.3651657104492188,
    "after_speech_s": 2.779660940170288,
    "llm_s": 1.816058874130249
   },
   "both": {
    "text": "Xochitl sent over the new design mocks; the button on the homepage is way too small. You basically can't tap it on a phone, and the blue she picked doesn't match the AI Builder Space brand color, so I'll ask her to change that too before we show anyone.",
    "first_text_s": 1.2498979568481445,
    "after_speech_s": 2.452361822128296,
    "llm_s": 1.3954339027404785
   },
   "batch": {
    "text": "Societal sent over the new design mocks. The button on the homepage is way too small. You basically can't tap it on the phone, and the blue she picked doesn't match the AI builder space brand color, so I'll ask her to change that too before we show anyone.",
    "first_text_s": null,
    "after_speech_s": 2.9524171352386475
   }
  },
  "W06": {
   "seconds_of_audio": 18.8,
   "plain": {
    "text": "Found a gotcha today. If you run intake from the shell instead of from the editor, it never loads the env file, so it quietly falls back to the old API key. I mean nothing errors out, it just breaks later and you have no idea why. Jackson said he hit the exact same thing last year.",
    "first_text_s": 1.034066915512085,
    "after_speech_s": 0.8067009449005127
   },
   "terms": {
    "text": "Founder gotcha today: if you run intake from the shell instead of from the editor, it never loads the env file, so it quietly falls back to the old API key. I mean nothing errors out, it just breaks later and you have no idea why. Jaxon said he hit the exact same thing last year.",
    "first_text_s": 1.2120158672332764,
    "after_speech_s": 12.396348714828491
   },
   "correct": {
    "text": "Found a gotcha today. If you run intake from the shell instead of from the editor, it never loads the env file, so it quietly falls back to the old API key. I mean nothing errors out, it just breaks later and you have no idea why. Jaxon said he hit the exact same thing last year.",
    "first_text_s": 1.034066915512085,
    "after_speech_s": 4.733388900756836,
    "llm_s": 3.9266879558563232
   },
   "both": {
    "text": "Founder gotcha today: if you run intake from the shell instead of from the editor, it never loads the env file, so it quietly falls back to the old API key. I mean nothing errors out, it just breaks later and you have no idea why. Jaxon said he hit the exact same thing last year.",
    "first_text_s": 1.2120158672332764,
    "after_speech_s": 15.389667749404907,
    "llm_s": 2.993319034576416
   },
   "batch": {
    "text": "Found a gotcha today. If you run intake from the shell instead of from the editor, it never loads the M file, so it quietly falls back to the old API key. I mean, nothing errors out, it just breaks later, and you have no idea why. Jackson said he hit the exact same thing last year.",
    "first_text_s": null,
    "after_speech_s": 1.5534148216247559
   }
  },
  "W07": {
   "seconds_of_audio": 16.88,
   "plain": {
    "text": "SARS says the coyeb bill went up a lot this month, mostly because one service never went to sleep. Somebody switched it to always on, so it just sat there running for a few hundred hours doing nothing. I asked her to dig into the logs and find out who changed it.",
    "first_text_s": 2.5345349311828613,
    "after_speech_s": 14.887959241867065
   },
   "terms": {
    "text": "Saoirse says the Koyeb build went up a lot this month, mostly because one service never went to sleep. Somebody switched it to always on, so it just sat there running for a few hundred hours doing nothing. I asked her to dig into the logs and find out who changed it",
    "first_text_s": 2.5267951488494873,
    "after_speech_s": 12.217406034469604
   },
   "correct": {
    "text": "SARS says the Koyeb bill went up a lot this month, mostly because one service never went to sleep. Somebody switched it to always on, so it just sat there running for a few hundred hours doing nothing. I asked her to dig into the logs and find out who changed it.",
    "first_text_s": 2.5345349311828613,
    "after_speech_s": 16.685505628585815,
    "llm_s": 1.79754638671875
   },
   "both": {
    "text": "Saoirse says the Koyeb build went up a lot this month, mostly because one service never went to sleep. Somebody switched it to always on, so it just sat there running for a few hundred hours doing nothing. I asked her to dig into the logs and find out who changed it.",
    "first_text_s": 2.5267951488494873,
    "after_speech_s": 13.76571011543274,
    "llm_s": 1.5483040809631348
   },
   "batch": {
    "text": "Source says the Coyab bill went up a lot this month, mostly because one service never went to sleep. Somebody switched it to always on, so it just sat there running for a few hundred hours doing nothing. I asked her to dig into the logs and find out who changed it.",
    "first_text_s": null,
    "after_speech_s": 1.9109387397766113
   }
  },
  "W08": {
   "seconds_of_audio": 15.04,
   "plain": {
    "text": "Set up a call with Priya for Friday at eight at night, which is morning for her, things to prep before then: how long prefill and decode each take, and the time to first token at a few different context lengths, probably worth a quick chart too.",
    "first_text_s": 1.4911377429962158,
    "after_speech_s": 12.068389177322388
   },
   "terms": {
    "text": "Set up a call with Priya for Friday at eight at night, which is morning for her, things to prep before then: how long prefill and decode each take, and the time to first token at a few different context lengths, probably worth a quick chart too.",
    "first_text_s": 1.5846569538116455,
    "after_speech_s": 11.071988821029663
   },
   "correct": {
    "text": "Set up a call with Priya for Friday at eight at night, which is morning for her. Things to prep before then: how long prefill and decode each take, and the time to first token at a few different context lengths — probably worth a quick chart too.",
    "first_text_s": 1.4911377429962158,
    "after_speech_s": 13.947978973388672,
    "llm_s": 1.8795897960662842
   },
   "both": {
    "text": "Set up a call with Priya for Friday at eight at night, which is morning for her. Things to prep before then: how long prefill and decode each take, and the time to first token at a few different context lengths — probably worth a quick chart too.",
    "first_text_s": 1.5846569538116455,
    "after_speech_s": 12.697765827178955,
    "llm_s": 1.625777006149292
   },
   "batch": {
    "text": "Set up a call with Priya for Friday at eight at night, which is morning for her. Things to prep before then, how long prefill and decode each take, and the time to first token at a few different context lengths. Probably worth a quick chart too.",
    "first_text_s": null,
    "after_speech_s": 1.4563267230987549
   }
  },
  "W09": {
   "seconds_of_audio": 14.4,
   "plain": {
    "text": "Katalin wants to add a feature in the next version where after you finish talking it pulls out the to-dos for you automatically. I think we can build it, but we need an eval set first. Otherwise we'll have no idea whether it's pulling out the right things",
    "first_text_s": 1.145615816116333,
    "after_speech_s": 11.423081874847412
   },
   "terms": {
    "text": "Kaitlynn wants to add a feature in the next version where after you finish talking, it pulls out the to-dos for you automatically. I think we can build it, but we need an eval set first. Otherwise we'll have no idea whether it's pulling out the right things",
    "first_text_s": 1.5385353565216064,
    "after_speech_s": 8.261457920074463
   },
   "correct": {
    "text": "Kaitlynn wants to add a feature in the next version where after you finish talking it pulls out the to-dos for you automatically. I think we can build it, but we need an eval set first. Otherwise we'll have no idea whether it's pulling out the right things",
    "first_text_s": 1.145615816116333,
    "after_speech_s": 12.828931093215942,
    "llm_s": 1.4058492183685303
   },
   "both": {
    "text": "Kaitlynn wants to add a feature in the next version where after you finish talking, it pulls out the to-dos for you automatically. I think we can build it, but we need an eval set first. Otherwise we'll have no idea whether it's pulling out the right things.",
    "first_text_s": 1.5385353565216064,
    "after_speech_s": 9.487466096878052,
    "llm_s": 1.2260081768035889
   },
   "batch": {
    "text": "Kaitlin wants to add a feature in the next version where after you finish talking, it pulls out the to-dos for you automatically. I think we can build it, but we need an eval set first. Otherwise, we'll have no idea whether it's pulling out the right things.",
    "first_text_s": null,
    "after_speech_s": 1.5401411056518555
   }
  },
  "W10": {
   "seconds_of_audio": 17.44,
   "plain": {
    "text": "Ivy got her transcription script working, so now it can run overnight and transcribe every new recording. The problem is the names are still wrong. Jackson keeps getting spelled some other way, and so does Sarah. Tomorrow I will have her try adding a name list and see if that helps",
    "first_text_s": 2.543783187866211,
    "after_speech_s": 12.027262926101685
   },
   "terms": {
    "text": "Aoife got her transcription script working, so now it can run overnight and transcribe every new recording. The problem is the names are still wrong. Jaxon keeps getting spelled some other way, and so does Saoirse. Tomorrow I'll have her try adding a name list and see if that helps",
    "first_text_s": 1.5677440166473389,
    "after_speech_s": 0.8278419971466064
   },
   "correct": {
    "text": "Ivy got her transcription script working, so now it can run overnight and transcribe every new recording. The problem is the names are still wrong. Jaxon keeps getting spelled some other way, and so does Saoirse. Tomorrow I will have her try adding a name list and see if that helps.",
    "first_text_s": 2.543783187866211,
    "after_speech_s": 14.475555896759033,
    "llm_s": 2.4482929706573486
   },
   "both": {
    "text": "Aoife got her transcription script working, so now it can run overnight and transcribe every new recording. The problem is the names are still wrong. Jaxon keeps getting spelled some other way, and so does Saoirse. Tomorrow I'll have her try adding a name list and see if that helps.",
    "first_text_s": 1.5677440166473389,
    "after_speech_s": 3.3692820072174072,
    "llm_s": 2.541440010070801
   },
   "batch": {
    "text": "Oifi got her transcription script working, so now it can run overnight and transcribe every new recording. The problem is the names are still wrong. Jackson keeps getting spelled some other way, and so does Sarah. Tomorrow I'll have her try adding a name list and see if that helps.",
    "first_text_s": null,
    "after_speech_s": 1.3533329963684082
   }
  },
  "W12": {
   "seconds_of_audio": 15.04,
   "plain": {
    "text": "Coverage emailed. He wants to come out to Seattle next month and meet Jackson and Saras while he's here. Need to book a conference room ahead of time and have her put together a ten-minute demo. Maybe dinner after if he has the time.",
    "first_text_s": 1.0492048263549805,
    "after_speech_s": 0.8862152099609375
   },
   "terms": {
    "text": "Kaveh emailed, he wants to come out to Seattle next month and meet Jaxon and Saoirse while he's here. Need to book a conference room ahead of time and have her put together a ten-minute demo. Maybe dinner after if he has the time",
    "first_text_s": 0.8956468105316162,
    "after_speech_s": 0.8311281204223633
   },
   "correct": {
    "text": "Coverage emailed. He wants to come out to Seattle next month and meet Jaxon and Saoirse while he's here. Need to book a conference room ahead of time and have her put together a ten-minute demo. Maybe dinner after if he has the time.",
    "first_text_s": 1.0492048263549805,
    "after_speech_s": 2.198227882385254,
    "llm_s": 1.3120126724243164
   },
   "both": {
    "text": "Kaveh emailed, he wants to come out to Seattle next month and meet Jaxon and Saoirse while he's here. Need to book a conference room ahead of time and have her put together a ten-minute demo. Maybe dinner after if he has the time",
    "first_text_s": 0.8956468105316162,
    "after_speech_s": 2.0857691764831543,
    "llm_s": 1.254641056060791
   },
   "batch": {
    "text": "Kevish emailed. He wants to come out to Seattle next month and meet Jackson and Cyrus while he's here. Need to book a conference room ahead of time and have her put together a ten minute demo, maybe dinner after if he has the time.",
    "first_text_s": null,
    "after_speech_s": 1.7376501560211182
   }
  },
  "W13": {
   "seconds_of_audio": 15.04,
   "plain": {
    "text": "Oyfe asked if she should wait for the new Max before she buys one. Honestly, if she's just running MLX experiments, the laptop she has now is plenty. There's no reason to wait. What she really needs is to get comfortable working in the shell",
    "first_text_s": 1.7979350090026855,
    "after_speech_s": 0.8986649513244629
   },
   "terms": {
    "text": "Aoife asked if she should wait for the new Max before she buys one. Honestly, if she's just running MLX experiments, the laptop she has now is plenty. There's no reason to wait. What she really needs is to get comfortable working in the shell",
    "first_text_s": 1.693742036819458,
    "after_speech_s": 0.9686000347137451
   },
   "correct": {
    "text": "Aoife asked if she should wait for the new Mac before she buys one. Honestly, if she's just running MLX experiments, the laptop she has now is plenty. There's no reason to wait. What she really needs is to get comfortable working in the shell.",
    "first_text_s": 1.7979350090026855,
    "after_speech_s": 4.154940843582153,
    "llm_s": 3.2562758922576904
   },
   "both": {
    "text": "Aoife asked if she should wait for the new Mac before she buys one. Honestly, if she's just running MLX experiments, the laptop she has now is plenty. There's no reason to wait. What she really needs is to get comfortable working in the shell.",
    "first_text_s": 1.693742036819458,
    "after_speech_s": 3.6919519901275635,
    "llm_s": 2.7233519554138184
   },
   "batch": {
    "text": "Oifi asked if she should wait for the new Macs before she buys one. Honestly, if she's just running MLX experiments, the laptop she has now is plenty. There's no reason to wait. What she really needs is to get comfortable working in the shell.",
    "first_text_s": null,
    "after_speech_s": 1.3266029357910156
   }
  },
  "W14": {
   "seconds_of_audio": 16.32,
   "plain": {
    "text": "Socheto asked whether we should change the voiceflow icon. Honestly, I think it's fine the way it is, as long as people recognize it, let's not mess with it. The settings page is a total mess though, so that's worth cleaning up first.",
    "first_text_s": 1.8630847930908203,
    "after_speech_s": 0.8040902614593506
   },
   "terms": {
    "text": "Xochitl asked whether we should change the VoiceFlow icon. Honestly, I think it's fine the way it is, as long as people recognize it, let's not mess with it. The settings page is a total mess though, so that's worth cleaning up first",
    "first_text_s": 1.850154161453247,
    "after_speech_s": 0.7334778308868408
   },
   "correct": {
    "text": "Saoirse asked whether we should change the VoiceFlow icon. Honestly, I think it's fine the way it is, as long as people recognize it, let's not mess with it. The settings page is a total mess though, so that's worth cleaning up first.",
    "first_text_s": 1.8630847930908203,
    "after_speech_s": 2.5308334827423096,
    "llm_s": 1.726743221282959
   },
   "both": {
    "text": "Xochitl asked whether we should change the VoiceFlow icon. Honestly, I think it's fine the way it is, as long as people recognize it, let's not mess with it. The settings page is a total mess though, so that's worth cleaning up first.",
    "first_text_s": 1.850154161453247,
    "after_speech_s": 2.2047059535980225,
    "llm_s": 1.4712281227111816
   },
   "batch": {
    "text": "Sochadel asked whether we should change the voice flow icon. Honestly, I think it's fine the way it is. As long as people recognize it, let's not mess with it. The settings page is a total mess though, so that's worth cleaning up first.",
    "first_text_s": null,
    "after_speech_s": 1.3516452312469482
   }
  },
  "W15": {
   "seconds_of_audio": 15.52,
   "plain": {
    "text": "Had a three-way call with Caitlin and Priya. I mean Priya's team wants to use our transcription API, but their data account leaves the country, so we might have to look at running everything locally. MLX or vLLM would both work for that.",
    "first_text_s": 1.0460870265960693,
    "after_speech_s": 0.7595798969268799
   },
   "terms": {
    "text": "Had a three-way call with Kaitlynn and Priya. I mean Priya's team wants to use our transcription API, but their data account leaves the country, so we might have to look at running everything locally. MLX or vLLM would both work for that.",
    "first_text_s": 1.064378023147583,
    "after_speech_s": 0.8432629108428955
   },
   "correct": {
    "text": "Had a three-way call with Kaitlynn and Priya. I mean Priya's team wants to use our transcription API, but their data can't leave the country, so we might have to look at running everything locally. MLX or vLLM would both work for that.",
    "first_text_s": 1.0460870265960693,
    "after_speech_s": 2.3862829208374023,
    "llm_s": 1.6267030239105225
   },
   "both": {
    "text": "Had a three-way call with Kaitlynn and Priya. I mean Priya's team wants to use our transcription API, but their data can't leave the country, so we might have to look at running everything locally. MLX or vLLM would both work for that.",
    "first_text_s": 1.064378023147583,
    "after_speech_s": 2.2786009311676025,
    "llm_s": 1.435338020324707
   },
   "batch": {
    "text": "Had a three-way call with Caitlin and Priya. I mean, Priya's team wants to use our transcription API, but their data can't leave the country, so we might have to look at running everything locally. MLX or VLLM would both work for that.",
    "first_text_s": null,
    "after_speech_s": 1.4816818237304688
   }
  },
  "W16": {
   "seconds_of_audio": 14.48,
   "plain": {
    "text": "The AI builder space transcription endpoint was really slow today. SARS looked into it and said the upstream provider was backed up. So it's not our fault, but we still need to add a timeout and a retry so it doesn't just hang.",
    "first_text_s": 0.832042932510376,
    "after_speech_s": 0.7813549041748047
   },
   "terms": {
    "text": "The AI Builder Space transcription endpoint was really slow today. Saoirse logged into it and said the upstream provider was backed up. So it's not our fault, but we still need to add a timeout and a retry so it doesn't just hang",
    "first_text_s": 0.8738229274749756,
    "after_speech_s": 0.5807058811187744
   },
   "correct": {
    "text": "The AI Builder Space transcription endpoint was really slow today. Saoirse looked into it and said the upstream provider was backed up. So it's not our fault, but we still need to add a timeout and a retry so it doesn't just hang.",
    "first_text_s": 0.832042932510376,
    "after_speech_s": 3.827301025390625,
    "llm_s": 3.0459461212158203
   },
   "both": {
    "text": "The AI Builder Space transcription endpoint was really slow today. Saoirse logged into it and said the upstream provider was backed up. So it's not our fault, but we still need to add a timeout and a retry so it doesn't just hang.",
    "first_text_s": 0.8738229274749756,
    "after_speech_s": 3.5811729431152344,
    "llm_s": 3.00046706199646
   },
   "batch": {
    "text": "The AI builder space transcription endpoint was really slow today. Source looked into it and said the upstream provider was backed up. So it's not our fault, but we still need to add a timeout and a retry so it doesn't just hang.",
    "first_text_s": null,
    "after_speech_s": 1.5553131103515625
   }
  },
  "W17": {
   "seconds_of_audio": 13.36,
   "plain": {
    "text": "Jackson had an idea: log every spot where I fix something by hand and then apply the same fix automatically next time. I mean the direction's right, but somebody has to review what gets saved or the wrong stuff gets remembered too.",
    "first_text_s": 1.1147539615631104,
    "after_speech_s": 0.9124789237976074
   },
   "terms": {
    "text": "Jaxon had an idea: log every spot where I fixed something by hand and then apply the same fix automatically next time. I mean the directions right, but somebody has to review what gets saved or the wrong stuff gets remembered too.",
    "first_text_s": 1.139700174331665,
    "after_speech_s": 0.9489438533782959
   },
   "correct": {
    "text": "Jaxon had an idea: log every spot where I fix something by hand and then apply the same fix automatically next time. I mean the direction's right, but somebody has to review what gets saved or the wrong stuff gets remembered too.",
    "first_text_s": 1.1147539615631104,
    "after_speech_s": 2.24311900138855,
    "llm_s": 1.3306400775909424
   },
   "both": {
    "text": "Jaxon had an idea: log every spot where I fixed something by hand and then apply the same fix automatically next time. I mean the directions right, but somebody has to review what gets saved or the wrong stuff gets remembered too.",
    "first_text_s": 1.139700174331665,
    "after_speech_s": 2.2975449562072754,
    "llm_s": 1.3486011028289795
   },
   "batch": {
    "text": "Jackson had an idea, log every spot where I fix something by hand and then apply the same fix automatically next time. I mean, the direction's right, but somebody has to review what gets saved or the wrong stuff gets remembered too.",
    "first_text_s": null,
    "after_speech_s": 1.3623051643371582
   }
  },
  "W18": {
   "seconds_of_audio": 12.32,
   "plain": {
    "text": "If its intern weekly report was really solid this week, she wants to try training a small LoRA model to handle the corrections. I told her to hold off, build the eval set first, and then we can talk about training.",
    "first_text_s": 1.152524709701538,
    "after_speech_s": 0.8567318916320801
   },
   "terms": {
    "text": "If its intern weekly report was really solid this week, she wants to try training a small LoRA model to handle the corrections. I told her to hold off, build the eval set first and then we can talk about training",
    "first_text_s": 1.09832763671875,
    "after_speech_s": 0.655148983001709
   },
   "correct": {
    "text": "If Aoife's intern weekly report was really solid this week, she wants to try training a small LoRA model to handle the corrections. I told her to hold off, build the eval set first, and then we can talk about training.",
    "first_text_s": 1.152524709701538,
    "after_speech_s": 2.6313610076904297,
    "llm_s": 1.7746291160583496
   },
   "both": {
    "text": "If Aoife's intern weekly report was really solid this week, she wants to try training a small LoRA model to handle the corrections. I told her to hold off, build the eval set first and then we can talk about training.",
    "first_text_s": 1.09832763671875,
    "after_speech_s": 1.6455152034759521,
    "llm_s": 0.9903662204742432
   },
   "batch": {
    "text": "Ify's intern weekly report was really solid this week. She wants to try training a small LoRA model to handle the corrections. I told her to hold off, build the eval set first, and then we can talk about training.",
    "first_text_s": null,
    "after_speech_s": 1.3451461791992188
   }
  },
  "W19": {
   "seconds_of_audio": 14.56,
   "plain": {
    "text": "Talked to K-way again. He said what investors care about most is whether anybody actually uses it every day. A great demo doesn't matter; retention does. And yeah, I think he's right about that. Need to start tracking it properly",
    "first_text_s": 0.9673480987548828,
    "after_speech_s": 0.865319013595581
   },
   "terms": {
    "text": "Talked to Kaveh again. He said what investors care about most is whether anybody actually uses it every day. A great demo doesn't matter, retention does. And yeah, I think he's right about that. Need to start tracking it properly",
    "first_text_s": 0.8777589797973633,
    "after_speech_s": 0.5760340690612793
   },
   "correct": {
    "text": "Talked to Kaveh again. He said what investors care about most is whether anybody actually uses it every day. A great demo doesn't matter; retention does. And yeah, I think he's right about that. Need to start tracking it properly.",
    "first_text_s": 0.9673480987548828,
    "after_speech_s": 2.3465001583099365,
    "llm_s": 1.4811811447143555
   },
   "both": {
    "text": "Talked to Kaveh again. He said what investors care about most is whether anybody actually uses it every day. A great demo doesn't matter, retention does. And yeah, I think he's right about that. Need to start tracking it properly.",
    "first_text_s": 0.8777589797973633,
    "after_speech_s": 1.5970730781555176,
    "llm_s": 1.0210390090942383
   },
   "batch": {
    "text": "Talked to Kewei again. He said what investors care about most is whether anybody actually uses it every day. A great demo doesn't matter, retention does. And yeah, I think he's right about that. Need to start tracking it properly.",
    "first_text_s": null,
    "after_speech_s": 1.3658995628356934
   }
  },
  "W20": {
   "seconds_of_audio": 14.8,
   "plain": {
    "text": "The deploy token expired so before the next release I have to paste a fresh one into the shell and rerun the script and remind Sergio the App Store screenshots need to be redone at the new sizes. I mean review is pretty strict right now.",
    "first_text_s": 1.023470163345337,
    "after_speech_s": 0.7294421195983887
   },
   "terms": {
    "text": "The deploy token expired, so before the next release I have to paste a fresh one into the shell and rerun the script and remind Saoirse to the App Store screenshots need to be redone at the new sizes. I mean review is pretty strict right now.",
    "first_text_s": 1.2467091083526611,
    "after_speech_s": 0.7952382564544678
   },
   "correct": {
    "text": "The deploy token expired so before the next release I have to paste a fresh one into the shell and rerun the script and remind Saoirse the App Store screenshots need to be redone at the new sizes. I mean review is pretty strict right now.",
    "first_text_s": 1.023470163345337,
    "after_speech_s": 3.2715752124786377,
    "llm_s": 2.542133092880249
   },
   "both": {
    "text": "The deploy token expired, so before the next release I have to paste a fresh one into the shell and rerun the script, and remind Saoirse that the App Store screenshots need to be redone at the new sizes. I mean, review is pretty strict right now.",
    "first_text_s": 1.2467091083526611,
    "after_speech_s": 3.202056884765625,
    "llm_s": 2.4068186283111572
   },
   "batch": {
    "text": "The deploy token expired, so before the next release, I have to paste a fresh one into the shell and rerun the script, and remind the associate of the app store screenshots need to be redone at the new sizes. I mean, review is pretty strict right now.",
    "first_text_s": null,
    "after_speech_s": 1.8707730770111084
   }
  },
  "L01": {
   "seconds_of_audio": 12.56,
   "plain": {
    "text": "On the way home, stop at the Shell and fill up then grab eggs and milk. We're out of both and Red's coming over this weekend, so maybe pick up some oranges too and that sourdough she likes from the bakery.",
    "first_text_s": 0.899763822555542,
    "after_speech_s": 0.8815159797668457
   },
   "terms": {
    "text": "On the way home, stop at the Shell and fill up then grab eggs and milk. We are out of both, Mairead's coming over this weekend so maybe pick up some oranges too, and that sourdough she likes from the bakery",
    "first_text_s": 0.9017820358276367,
    "after_speech_s": 0.7531800270080566
   },
   "correct": {
    "text": "On the way home, stop at the Shell and fill up, then grab eggs and milk. We're out of both and Red's coming over this weekend, so maybe pick up some oranges too and that sourdough she likes from the bakery.",
    "first_text_s": 0.899763822555542,
    "after_speech_s": 2.2917592525482178,
    "llm_s": 1.410243272781372
   },
   "both": {
    "text": "On the way home, stop at the Shell and fill up, then grab eggs and milk. We are out of both. Mairead's coming over this weekend, so maybe pick up some oranges too, and that sourdough she likes from the bakery.",
    "first_text_s": 0.9017820358276367,
    "after_speech_s": 2.1149518489837646,
    "llm_s": 1.361771821975708
   },
   "batch": {
    "text": "On the way home, stop at the shell and fill up, then grab eggs and milk. We're out of both marats coming over this weekend, so maybe pick up some oranges too and that sourdough she likes from the bakery.",
    "first_text_s": null,
    "after_speech_s": 1.4991748332977295
   }
  },
  "L02": {
   "seconds_of_audio": 12.64,
   "plain": {
    "text": "Touch says the beach by his place is great right now at low tide and he asked if we want to come down Saturday morning around nine works. Bring the kids, they can each find a shell to take home and we'll grab lunch at his place after.",
    "first_text_s": 1.3074169158935547,
    "after_speech_s": 0.7899110317230225
   },
   "terms": {
    "text": "Tadhg says the beach by his place is great right now at low tide and he asked if we want to come down Saturday morning around nine works. Bring the kids; they can each find a shell to take home and we'll grab lunch at his place after.",
    "first_text_s": 1.3652608394622803,
    "after_speech_s": 0.7775628566741943
   },
   "correct": {
    "text": "Touch says the beach by his place is great right now at low tide, and he asked if we want to come down Saturday morning around nine — works. Bring the kids, they can each find a shell to take home, and we'll grab lunch at his place after.",
    "first_text_s": 1.3074169158935547,
    "after_speech_s": 4.075516223907471,
    "llm_s": 3.2856051921844482
   },
   "both": {
    "text": "Tadhg says the beach by his place is great right now at low tide, and he asked if we want to come down Saturday morning around nine — that works. Bring the kids; they can each find a shell to take home, and we'll grab lunch at his place after.",
    "first_text_s": 1.3652608394622803,
    "after_speech_s": 4.045588731765747,
    "llm_s": 3.2680258750915527
   },
   "batch": {
    "text": "Ted says the beach by his place is great right now at low tide, and he asked if we want to come down Saturday morning around nine works. Bring the kids, they can each find a shell to take home, and we'll grab lunch at his place after.",
    "first_text_s": null,
    "after_speech_s": 1.2713630199432373
   }
  },
  "L04": {
   "seconds_of_audio": 15.36,
   "plain": {
    "text": "Merit sent me her taco recipe. She swears by the hard ones and the trick is to warm each shell in the oven for a couple of minutes so it doesn't crack. And then fill the shell right before you eat. Let's try it this weekend. Remember to preheat",
    "first_text_s": 1.269110918045044,
    "after_speech_s": 0.9793589115142822
   },
   "terms": {
    "text": "Mairead sent me her taco recipe. She swears by the hard ones and the trick is to warm each shell in the oven for a couple of minutes so it doesn't crack. And then fill the shell right before you eat. Let's try it this weekend. Remember to preheat",
    "first_text_s": 1.2679879665374756,
    "after_speech_s": 0.8530807495117188
   },
   "correct": {
    "text": "Merit sent me her taco recipe. She swears by the hard ones and the trick is to warm each shell in the oven for a couple of minutes so it doesn't crack. And then fill the shell right before you eat. Let's try it this weekend. Remember to preheat.",
    "first_text_s": 1.269110918045044,
    "after_speech_s": 2.428280830383301,
    "llm_s": 1.4489219188690186
   },
   "both": {
    "text": "Mairead sent me her taco recipe. She swears by the hard ones and the trick is to warm each shell in the oven for a couple of minutes so it doesn't crack. And then fill the shell right before you eat. Let's try it this weekend. Remember to preheat.",
    "first_text_s": 1.2679879665374756,
    "after_speech_s": 2.3628766536712646,
    "llm_s": 1.509795904159546
   },
   "batch": {
    "text": "Merritt sent me her taco recipe. She swears by the hard ones, and the, the trick is to warm each shell in the oven for a couple of minutes so it doesn't crack, and then fill the shell right before you eat. Let's try it this weekend. Remember to preheat.",
    "first_text_s": null,
    "after_speech_s": 1.3872270584106445
   }
  },
  "L06": {
   "seconds_of_audio": 12.64,
   "plain": {
    "text": "Tag wants to come over for dinner this weekend for the menu I'm thinking a beef stew and a salad and some of that shell pasta for the kids since they won't touch the stew. Then grapes and something sweet after",
    "first_text_s": 1.2043781280517578,
    "after_speech_s": 0.6546280384063721
   },
   "terms": {
    "text": "Tadhg wants to come over for dinner this weekend. For the menu, I'm thinking a beef stew and a salad and some of that shell pasta for the kids since they won't touch the stew. Then grapes and something sweet after.",
    "first_text_s": 1.4594101905822754,
    "after_speech_s": 0.6735353469848633
   },
   "correct": {
    "text": "Tadhg wants to come over for dinner this weekend. For the menu, I'm thinking a beef stew and a salad and some of that shell pasta for the kids since they won't touch the stew. Then grapes and something sweet after.",
    "first_text_s": 1.2043781280517578,
    "after_speech_s": 2.001807928085327,
    "llm_s": 1.347179889678955
   },
   "both": {
    "text": "Tadhg wants to come over for dinner this weekend. For the menu, I'm thinking a beef stew and a salad and some of that shell pasta for the kids since they won't touch the stew. Then grapes and something sweet after.",
    "first_text_s": 1.4594101905822754,
    "after_speech_s": 1.7989513874053955,
    "llm_s": 1.1254160404205322
   },
   "batch": {
    "text": "Taj wants to come over for dinner this weekend. For the menu, I'm thinking a beef stew and a salad, and some of that shell pasta for the kids, since they won't touch the stew, then grapes and something sweet after.",
    "first_text_s": null,
    "after_speech_s": 1.2640612125396729
   }
  }
 }
}