30:00
gate fired
Departure 0.79
29:45
model saw until
15 s transcript lag
needs open right now
none
coming up
bookingat 32:29 Follow-upsat 32:37
What the model saw
transcript up to 29:45 · last 90 s highlighted (gate window) · dimmed lines came after26:45Drew (?)Pretty good. Thank you, bro. Thank you, man.
26:47Marlonbro.
26:49Drew (?)Mmm. Let me pay for it.
26:51MarlonNo, no, no.
26:52Jason (?)I pick for one
26:58Marlonthis down. Of course, bro.
27:12Drew (?)You know what I mean?
27:14MarlonIs it milk?
27:23MarlonYou just a fucking dumbass. So final, final total is what? Uh, twenty...
27:29Drew (?)It's not a monkey.
27:33Drew (?)Are you deadass? I ain't gonna lie, if you don't smack the shit out of him...
27:37MarlonIt's a fucking monkey!
27:39Drew (?)shit out
27:40MarlonThe fuck do you mean if I don't smack the shit out of him?
27:42Speaker 1Bro, what is that microaggression? Seriously?
27:45Drew (?)Talking about, talking about Lacey?
27:48Drew (?)Hey, the Uber's outside. Shall we?
27:51Jason (?)Let's hit the road, boys.
27:53Drew (?)Of course, bro.
27:58MarlonYo, what a fucking song, by the way.
28:06Speaker 6Thank y'all, bro. Appreciate it.
28:09Speaker 6Have a good rest of your trip. Have a
28:11Jason (?)good flight back.
28:11Speaker 6Likewise.
28:12Jason (?)know. Hey,
28:14Speaker 6the Uber's
28:15Jason (?)Hey Mar, should I got an alarm set?
28:16Drew (?)Immediate right, it's a suburban. Black suburban, black truck.
28:21MarlonListen, hey, no pictures and you guys see him, okay?
28:22Jason (?)boys, boys
28:22MarlonYeah,
28:23Jason (?)Hey boys, boys, boys! I got this, all right?
28:24MarlonNo pictures
28:25Jason (?)No pictures
28:26Drew (?)Boys, I got this, all right?
28:29Jason (?)Talk to you later.
28:38Drew (?)boys, boys! I got
28:38MarlonThank you, bro.
28:40Drew (?)pictures.
28:41Marlongood day, man.
28:41Drew (?)You too, please. Have a good flight back, all of y'all. Thank you, much appreciated.
28:46Jason (?)All right, everybody!
28:47MarlonIn the Uber, y'all should switch Drew because he's gonna sit in the front seat.
28:53Drew (?)Thank you, thank you, thank you.
28:53MarlonThank you, thank you, thank you.
28:56MarlonNo Mar, no Mar, no pictures, Mar.
28:59MarlonNo Mar! No Mar! Marlon is compromised. You're also compromised. No, Marlon is compromised!
29:09Drew (?)Of course you can get one, bro. Thank you. No pictures of my friend, please.
29:13MarlonNo
29:14Drew (?)No pictures of my friend, please.
29:17Jason (?)please.
29:20Drew (?)Uh, it's T737. Probably that one over the, over the street.
29:39Drew (?)Say you a asshole!
29:43MarlonSomebody told me that my lawyer was pulled up. I saw my son. What? My lawyer, yeah. I was like, what the fuck?
29:49Drew (?)that why you stopped?
29:50MarlonCar's coming, car's coming.
29:53Drew (?)Hey, get out the street, kids. Y'all gonna get ran over.
29:55MarlonHow many likes for the, how many... Wait, what? Yo, get up on here. Yo, get up on here. To Mikey. To Mikey. What's up, my dog? You look good. Jason, you gotta tell him, yo! Yo! Yo!
30:11Drew (?)What are you talking about?
30:14Speaker 1Face out, face out.
30:17Speaker 1Drew
30:18MarlonDrew, Drew.
30:20Marlonchill.
30:23Drew (?)Huh?
30:24Speaker 1back. Yeah, yeah,
30:25MarlonDrew, Drew, you're not gonna sit in the front?
30:28Marlonyour bag off. Yeah. Yo, let's
30:35MarlonWhat's up bro?
30:37MarlonIs it okay if I sit here?
Gate at 30:00
Fired on Departure at 0.79, threshold 0.6. 296 ms.
Announcement 0.19
trigger0.19
substanz0.39
Departure 0.79
trigger0.84
substanz0.79
Missing info 0.51
trigger0.52
substanz0.51
Task 0.09
trigger0.15
substanz0.09
Recording concern 0.54
signal0.54
Doing it themselves 0.36
suppress0.36
Model decisions
deepseek-v4.1-flashdeepseek · reasoning off
Assistant30:14
Pick next NYC spot
Sugar Factory, Color Factory, Beat the Bomb, or Wax Museum?
Sugar FactoryColor FactoryBeat the Bomb
Repeatplace9.3 s · visible 30:14 · claims 900 s
Destination is still undecided as they board the Uber, and the choice will drive the next hour of the stream.
Observation
[0:22:13] Speaker 4: "Whatever. Sex Museum said no. We could go, I'm just saying we could go to the Sugar Factory." and [0:23:13] Speaker 1: "Alright bet, I'm about to get an Uber to the Sugar Factory."
Prediction
The group is now in the Uber (black suburban) and will need a concrete destination and plan for the next 30-60+ minutes; the Sugar Factory vs Color Factory vs Beat the Bomb vs Wax Museum decision is still unresolved and will persist during the ride.
Reasoning
The pre-filter 'aufbruch' fired because the group is departing, but the real long-lived need is the unresolved destination debate that has been running since ~19:00. They just boarded the Uber at 28:16-29:00, so the destination question is live right now and will remain live for the whole ride. A card listing the candidate spots with quick info would be useful immediately and for the next several minutes. Earlier in the stream they were kicked out of the Sex Museum and are trying to get back in via management, so a fallback plan is genuinely needed.
Options on the card
Sugar FactoryColor FactoryBeat the Bomb
Considered and rejected
Follow up with Sex Museum managementJay is already handling it via text/email; no action needed from Marlon right now.
Book Uber BlackUber is already outside and they are boarding; need is finished.
Risk
If they already decided on Sugar Factory in the Uber and are just chatting, the card is redundant and clutters the screen.
Confidence
0.62
raw response
{
"beobachtung": "[0:22:13] Speaker 4: \"Whatever. Sex Museum said no. We could go, I'm just saying we could go to the Sugar Factory.\" and [0:23:13] Speaker 1: \"Alright bet, I'm about to get an Uber to the Sugar Factory.\"",
"vorhersage": "The group is now in the Uber (black suburban) and will need a concrete destination and plan for the next 30-60+ minutes; the Sugar Factory vs Color Factory vs Beat the Bomb vs Wax Museum decision is still unresolved and will persist during the ride.",
"reasoning": "The pre-filter 'aufbruch' fired because the group is departing, but the real long-lived need is the unresolved destination debate that has been running since ~19:00. They just boarded the Uber at 28:16-29:00, so the destination question is live right now and will remain live for the whole ride. A card listing the candidate spots with quick info would be useful immediately and for the next several minutes. Earlier in the stream they were kicked out of the Sex Museum and are trying to get back in via management, so a fallback plan is genuinely needed.",
"alternativen": [
{"karte": "Follow up with Sex Museum management", "verworfen_weil": "Jay is already handling it via text/email; no action needed from Marlon right now."},
{"karte": "Book Uber Black", "verworfen_weil": "Uber is already outside and they are boarding; need is finished."}
],
"karte": true,
"kategorie": "place",
"titel": "Pick next NYC spot",
"zeile": "Sugar Factory, Color Factory, Beat the Bomb, or Wax Museum?",
"aktion": "Opens a short comparison of the four candidate spots with hours and distance from current location.",
"optionen": ["Sugar Factory", "Color Factory", "Beat the Bomb"],
"haltbar_s": 900,
"konfidenz": 0.62,
"risiko": "If they already decided on Sugar Factory in the Uber and are just chatting, the card is redundant and clutters the screen.",
"grund": "Destination is still undecided as they board the Uber, and the choice will drive the next hour of the stream."
}glm-5.3-flashz-ai · reasoning effort low
Assistant30:53
Museum approval pending
Jay texted management — watch for their reply
Show Jay's message threadDraft follow-up messageDismiss
RepeatFollow-ups48.3 s · visible 30:53 · claims 1800 s
The museum re-entry approval is the only announced, unresolved plan still open when the card becomes visible, and it survives the boarding chaos the transport signal actually captured.
Observation
[0:17:47] Speaker 6: "Uh, I'm emailing right now, but they have my phone... so they're gonna text [if] their management..." and [0:18:20] "there's a certain person that has to come through and approve everything"; also [0:27:48] "the Uber's outside, shall we?" — group departing in Uber to Sugar Factory.
Prediction
Once in the Uber (card visible ~30:10-30:30), the group will be riding for several minutes with nothing to do but wait on two things: the museum's management approval text to Jay, and the Sugar Factory trip itself. The pending approval is the open loop worth surfacing.
Reasoning
The 'aufbruch' signal fires because they are boarding the Uber, but a transport card is useless — the Uber is already booked and outside, and the destination (Sugar Factory) was decided at [0:23:13]. What actually persists past the card's visibility window is the unresolved museum re-entry: Jay gave his number to management and is waiting for an approval text, which Marlon explicitly called a good idea at [0:09:20-0:09:28]. That need lasts the whole ride and beyond. A card reminding them to watch for Jay's text / follow up keeps the plan alive without interrupting the chaos of boarding.
Options on the card
Show Jay's message threadDraft follow-up messageDismiss
Considered and rejected
Uber route to Sugar FactoryUber already ordered and outside; navigation is handled, card would be redundant by visibility time.
Book Beat the Bomb / Color FactoryOnly loosely floated ideas at [0:19:46-0:20:08], no commitment; premature to book.
Get protein smoothiesAlready resolved — they bought and drank them at [0:26:41-0:27:09].
Risk
Wrong if the approval text already arrived during boarding, or if the group has fully moved on and a museum reminder feels like nagging about a closed chapter.
Confidence
0.62
raw response
{
"beobachtung": "[0:17:47] Speaker 6: \"Uh, I'm emailing right now, but they have my phone... so they're gonna text [if] their management...\" and [0:18:20] \"there's a certain person that has to come through and approve everything\"; also [0:27:48] \"the Uber's outside, shall we?\" — group departing in Uber to Sugar Factory.",
"vorhersage": "Once in the Uber (card visible ~30:10-30:30), the group will be riding for several minutes with nothing to do but wait on two things: the museum's management approval text to Jay, and the Sugar Factory trip itself. The pending approval is the open loop worth surfacing.",
"reasoning": "The 'aufbruch' signal fires because they are boarding the Uber, but a transport card is useless — the Uber is already booked and outside, and the destination (Sugar Factory) was decided at [0:23:13]. What actually persists past the card's visibility window is the unresolved museum re-entry: Jay gave his number to management and is waiting for an approval text, which Marlon explicitly called a good idea at [0:09:20-0:09:28]. That need lasts the whole ride and beyond. A card reminding them to watch for Jay's text / follow up keeps the plan alive without interrupting the chaos of boarding.",
"alternativen": [
{"karte": "Uber route to Sugar Factory", "verworfen_weil": "Uber already ordered and outside; navigation is handled, card would be redundant by visibility time."},
{"karte": "Book Beat the Bomb / Color Factory", "verworfen_weil": "Only loosely floated ideas at [0:19:46-0:20:08], no commitment; premature to book."},
{"karte": "Get protein smoothies", "verworfen_weil": "Already resolved — they bought and drank them at [0:26:41-0:27:09]."}
],
"karte": true,
"kategorie": "followup",
"titel": "Museum approval pending",
"zeile": "Jay texted management — watch for their reply",
"aktion": "Open thread with Jay's contact and message draft",
"optionen": ["Show Jay's message thread", "Draft follow-up message", "Dismiss"],
"haltbar_s": 1800,
"konfidenz": 0.62,
"risiko": "Wrong if the approval text already arrived during boarding, or if the group has fully moved on and a museum reminder feels like nagging about a closed chapter.",
"grund": "The museum re-entry approval is the only announced, unresolved plan still open when the card becomes visible, and it survives the boarding chaos the transport signal actually captured."
}gpt-5.6-lunaopenai · default
Assistant30:15
Confirm Next Destination
Choose the destination to open in Maps
Sugar FactoryColor FactoryBeat the Bomb
Too lateTransport10.4 s · visible 30:15 · claims 1800 s
need closed 17:33, card 392 s after
The group is actively locating its Uber while still discussing where to go next.
Observation
At 23:13, Speaker 1 said, "I'm about to get an Uber to the Sugar Factory," and at 29:38 added, "It's T737. Probably that one over the street."
Prediction
When visible, the group will still need to confirm the Uber destination while boarding or during the ride; this may remain useful for at least 20 minutes.
Reasoning
They have repeatedly discussed destinations and explicitly chose the Sugar Factory, but the pickup and destination still appear unsettled. The latest exchange suggests they are identifying the vehicle rather than already traveling confidently. The card's latency is useful because it will appear as they board, when confirming the destination remains relevant. Earlier alternatives included Color Factory and Beat the Bomb, so offering those choices prevents locking onto an uncertain plan.
Options on the card
Sugar FactoryColor FactoryBeat the Bomb
Considered and rejected
Find Uber vehicleThey may board within seconds, making a vehicle-location card obsolete before it appears.
Museum manager follow-upThe group has moved on and is now focused on transportation and the next destination.
Risk
The card is annoying if they already entered the Uber with a confirmed destination or changed plans entirely.
Confidence
0.78
raw response
{
"beobachtung": "At 23:13, Speaker 1 said, \"I'm about to get an Uber to the Sugar Factory,\" and at 29:38 added, \"It's T737. Probably that one over the street.\"",
"vorhersage": "When visible, the group will still need to confirm the Uber destination while boarding or during the ride; this may remain useful for at least 20 minutes.",
"reasoning": "They have repeatedly discussed destinations and explicitly chose the Sugar Factory, but the pickup and destination still appear unsettled. The latest exchange suggests they are identifying the vehicle rather than already traveling confidently. The card's latency is useful because it will appear as they board, when confirming the destination remains relevant. Earlier alternatives included Color Factory and Beat the Bomb, so offering those choices prevents locking onto an uncertain plan.",
"alternativen": [
{
"karte": "Find Uber vehicle",
"verworfen_weil": "They may board within seconds, making a vehicle-location card obsolete before it appears."
},
{
"karte": "Museum manager follow-up",
"verworfen_weil": "The group has moved on and is now focused on transportation and the next destination."
}
],
"karte": true,
"kategorie": "transport",
"titel": "Confirm Next Destination",
"zeile": "Choose the destination to open in Maps",
"aktion": "Open Maps with the selected destination",
"optionen": [
"Sugar Factory",
"Color Factory",
"Beat the Bomb"
],
"haltbar_s": 1800,
"konfidenz": 0.78,
"risiko": "The card is annoying if they already entered the Uber with a confirmed destination or changed plans entirely.",
"grund": "The group is actively locating its Uber while still discussing where to go next."
}gemini-3.8-flashgoogle · default
Stayed silent
Silent10.2 s
The Uber is already waiting across the street, vehicle details are already known to the group, and Marlon is currently dodging fans to board the car.
Observation
Speaker 1 at [0:27:48] says 'the Uber's outside, shall we?' and identifies the vehicle as a black Suburban with license plate ending in T737 at [0:28:16] and [0:29:38].
Reasoning
The group is actively leaving the dispensary and jumping into the already waiting Uber to escape the street crowd. Vehicle details (black Suburban, plate T737) and destination (Sugar Factory) have already been handled and called out aloud by the crew. Showing a card while Marlon is dodging fans on the sidewalk and getting into the car offers no actionable value and would only distract him. Once settled in the car, any potential needs (e.g. restaurant hours/reservations) can be assessed if relevant.
Considered and rejected
Uber details (Black Suburban, T737)The group already spotted the car across the street and called out the license plate aloud.
raw response
{"beobachtung": "Speaker 1 at [0:27:48] says 'the Uber's outside, shall we?' and identifies the vehicle as a black Suburban with license plate ending in T737 at [0:28:16] and [0:29:38].", "reasoning": "The group is actively leaving the dispensary and jumping into the already waiting Uber to escape the street crowd. Vehicle details (black Suburban, plate T737) and destination (Sugar Factory) have already been handled and called out aloud by the crew. Showing a card while Marlon is dodging fans on the sidewalk and getting into the car offers no actionable value and would only distract him. Once settled in the car, any potential needs (e.g. restaurant hours/reservations) can be assessed if relevant.", "alternativen": [{"karte": "Uber details (Black Suburban, T737)", "verworfen_weil": "The group already spotted the car across the street and called out the license plate aloud."}], "karte": false, "grund": "The Uber is already waiting across the street, vehicle details are already known to the group, and Marlon is currently dodging fans to board the car."}gpt-5.6-solopenai · default
Stayed silent
Silent7.1 s
The departure is already underway and no useful need is likely to remain when a card becomes visible.
Observation
[0:29:38] Speaker 1: “Uh, it’s T737. Probably that one over the street.”
Reasoning
They have already ordered an Uber, exited the store, and appear to have located the vehicle. By the time a card appears, they will likely be boarding or already inside, so the immediate transport need should be resolved. Earlier they chose the Sugar Factory and confirmed the Uber was outside, leaving no durable unresolved navigation task. The plate transcription is also noisy and should not be repeated as verified information.
Considered and rejected
Open Uber tripLocating and boarding the nearby vehicle should finish within 30 seconds.
Sugar Factory destinationThe destination was already selected and entered when the Uber was ordered.
Switch camera to DrewThe group already announced the switch and can handle it immediately.
raw response
{"beobachtung":"[0:29:38] Speaker 1: “Uh, it’s T737. Probably that one over the street.”","reasoning":"They have already ordered an Uber, exited the store, and appear to have located the vehicle. By the time a card appears, they will likely be boarding or already inside, so the immediate transport need should be resolved. Earlier they chose the Sugar Factory and confirmed the Uber was outside, leaving no durable unresolved navigation task. The plate transcription is also noisy and should not be repeated as verified information.","alternativen":[{"karte":"Open Uber trip","verworfen_weil":"Locating and boarding the nearby vehicle should finish within 30 seconds."},{"karte":"Sugar Factory destination","verworfen_weil":"The destination was already selected and entered when the Uber was ordered."},{"karte":"Switch camera to Drew","verworfen_weil":"The group already announced the switch and can handle it immediately."}],"karte":false,"grund":"The departure is already underway and no useful need is likely to remain when a card becomes visible."}kimi-k3moonshotai · default
Assistant30:50
Sugar Factory: call ahead?
Ask about filming permission and crowd level before you get there.
Call venue nowOpen in MapsDismiss
Too lateplace45.5 s · visible 30:50 · claims 900 s
need closed 23:13, card 458 s after
They are boarding the Uber to the Sugar Factory, and after getting kicked out of the museum a quick call about filming permission protects the next segment.
Observation
[0:23:13] Speaker 1: 'Alright bet, I'm about to get an Uber to the Sugar Factory.' + [0:27:48] 'Hey, the Uber's outside, shall we?' + [0:28:47] 'All right, everybody! In the Uber' + earlier [0:09:07] 'Maybe we call the place and be like...'
Prediction
When the card appears (30:10-30:30) the group will be settling into the Uber at the start of the ride to the Sugar Factory. Marlon will be on his phone for the next 10-20 minutes, so a call-ahead / venue-check need exists until they arrive.
Reasoning
The departure signal is real, but transport is already handled: the Uber was ordered at 23:13 and they are boarding it right now, so any booking or navigation card would be redundant. The genuine open risk is the venue itself — they were kicked out of the Sex Museum for streaming and themselves floated calling a manager (9:07), and Jason is already emailing that museum's management, so calling ahead fits how this group operates. The latency works in our favor: the card lands exactly as they sit down in the car, the calmest moment of the next half hour, and the need persists for the whole ride. If the ride turns out short or they decide to just walk in, the card is silent and dismissible.
Options on the card
Call venue nowOpen in MapsDismiss
Considered and rejected
Book Uber to Sugar FactoryUber was already ordered at 23:13 and they are physically boarding it now; the need is gone.
Save later options: Color Factory, Beat the Bomb, Wax MuseumNice idea capture, but less urgent than protecting the imminent Sugar Factory segment from another filming ejection.
Sex Museum approval follow-up reminderJason already emailed and management will text him; nothing actionable for Marlon right now.
Risk
Wrong if the Uber destination changed en route or they already resolved to just walk in; annoying if the ride ends within a minute of the card appearing.
Confidence
0.60
raw response
{
"beobachtung": "[0:23:13] Speaker 1: 'Alright bet, I'm about to get an Uber to the Sugar Factory.' + [0:27:48] 'Hey, the Uber's outside, shall we?' + [0:28:47] 'All right, everybody! In the Uber' + earlier [0:09:07] 'Maybe we call the place and be like...'",
"vorhersage": "When the card appears (30:10-30:30) the group will be settling into the Uber at the start of the ride to the Sugar Factory. Marlon will be on his phone for the next 10-20 minutes, so a call-ahead / venue-check need exists until they arrive.",
"reasoning": "The departure signal is real, but transport is already handled: the Uber was ordered at 23:13 and they are boarding it right now, so any booking or navigation card would be redundant. The genuine open risk is the venue itself — they were kicked out of the Sex Museum for streaming and themselves floated calling a manager (9:07), and Jason is already emailing that museum's management, so calling ahead fits how this group operates. The latency works in our favor: the card lands exactly as they sit down in the car, the calmest moment of the next half hour, and the need persists for the whole ride. If the ride turns out short or they decide to just walk in, the card is silent and dismissible.",
"alternativen": [
{"karte": "Book Uber to Sugar Factory", "verworfen_weil": "Uber was already ordered at 23:13 and they are physically boarding it now; the need is gone."},
{"karte": "Save later options: Color Factory, Beat the Bomb, Wax Museum", "verworfen_weil": "Nice idea capture, but less urgent than protecting the imminent Sugar Factory segment from another filming ejection."},
{"karte": "Sex Museum approval follow-up reminder", "verworfen_weil": "Jason already emailed and management will text him; nothing actionable for Marlon right now."}
],
"karte": true,
"kategorie": "place",
"titel": "Sugar Factory: call ahead?",
"zeile": "Ask about filming permission and crowd level before you get there.",
"aktion": "Single tap opens the Sugar Factory listing in Maps with a call button and directions.",
"optionen": ["Call venue now", "Open in Maps", "Dismiss"],
"haltbar_s": 900,
"konfidenz": 0.6,
"risiko": "Wrong if the Uber destination changed en route or they already resolved to just walk in; annoying if the ride ends within a minute of the card appearing.",
"grund": "They are boarding the Uber to the Sugar Factory, and after getting kicked out of the museum a quick call about filming permission protects the next segment."
}