23:00
gate fired
Departure 0.82
22:45
model saw until
15 s transcript lag
needs open right now
Follow-upssince 09:07 placesince 10:26 Transportsince 22:03
What the model saw
transcript up to 22:45 · last 90 s highlighted (gate window) · dimmed lines came after19:46MarlonColor Factory. What do you want me to do? What do you want me to say?
19:50Drew (?)There's a lot of like balloons and shit.
19:52MarlonOh, I didn't see that. Okay.
19:53Drew (?)Or we could go to this place called Beat the Bomb.
19:56MarlonBeat the
19:57Drew (?)Bomb?
19:59MarlonWhat is that? What is that?
20:00Drew (?)that? What is
20:00MarlonIs it an escape room?
20:02Drew (?)I don't know what it is. It's like an amusement center.
20:06MarlonOh, is it like an escape room? That'd be kind of fun.
20:09Drew (?)I don't think it's an escape room. I think it's like they like you get dirty.
20:18MarlonBalloon Museum? I have heard about that, I think.
20:20Drew (?)There's a fucking balloon museum for everything here.
20:23MarlonI know. But those protein shakes is kind of good, bro.
20:27Speaker 6I'm gonna get you a Strong New Yorker, it's fire. A Strong New Yorker?
20:31Speaker 6Yeah, protein, it's like banana, strawberry.
20:36Drew (?)Yeah, I got you.
20:39MarlonWait, let me get one too, bro. Appreciate that.
20:42Drew (?)Go to the wax museum. Is that New York?
20:46Speaker 1yeah. It's on, um... Is that just, what's the main area? Times Square?
20:52Drew (?)Times Square. Times Square is four blocks. Actually, the overstimulation in there
20:59MarlonDamn, I haven't been out here in a long time like this. I forgot how bad it is, bro.
21:04Speaker 1Because there's just so many people on the street. Like everyone walks. Like usually I just go when I go like...
21:10Drew (?)the
21:11MarlonLike everyone walks. Like usually
21:12Drew (?)Silky. Is he still eating, you think?
21:16Jason (?)Yes, bro, for sure.
21:16Drew (?)Did he take a shower?
21:22Drew (?)So you think they're gonna walk up?
21:25MarlonHey, can I pay for these after we pay for everything?
21:32MarlonWhat the fuck? Are we in the fucking wax museum ourselves or what's going on here, boys? Hey?
21:39MarlonI've never been to a wax museum. I don't know if it's like interesting or not, but... The sex museum? No, wax museum.
21:47Drew (?)Wait, Silky's been outside, bro.
21:51Drew (?)Who's he outside with? He's with TJR, bro. Where?
21:59Jason (?)All right, where are we going, bro? They're still out there.
22:04Jason (?)Should we call an Uber?
22:07Drew (?)Probably a good idea. Bro.
22:08MarlonBro. To
22:08Speaker 6To where?
22:14Jason (?)Sex museum said no. We could go, I'm gonna say we could go to the Sugar Factory. I'm gonna mash out.
22:19Drew (?)We can go to the Sugar Factory, we can go to the Color
22:21MarlonFactory.
22:22Jason (?)What is the Color Factory? Is
22:24MarlonIs that Willy Wonka there or some shit? Like why is it fucking funny? Yo, Sugar Factory. What is that even about?
22:30Jason (?)Uh, basically it's it's like a it's like imagine a mall but it's just candy.
22:38Jason (?)You just buy infinite candy, bro.
22:40MarlonIt's not a factory though, it's a store.
22:43Drew (?)It's
22:45Jason (?)It's a factory built out of sugar, like with sugar.
22:48MarlonSo if I go there, there'll be sugar on the walls.
22:51Jason (?)Huh?
22:52MarlonThere'll be sugar on the walls.
22:58MarlonYo, have you done anything else but eating today? I'm I'm drinking
23:01Drew (?)I haven't though.
23:03Marlonthough. I drove an
23:03Jason (?)No, I drove an hour, I didn't eat all day, so I went and got food, and then I was on the way to you guys, and the pizza shop owner came out, I was like, hey, you want a free slice of pizza? A man, a hungry man doesn't pass up free food. So I went in the store.
23:14Drew (?)All right, bet. I'm about to get Uber to the sugar factory.
23:17MarlonAnd what happened to my McDonald's at the beginning, bro?
23:19Jason (?)McDonald's?
23:20Marlonto get breakfast.
23:22MarlonOh, you had to get McDonald's? What I got in my pocket right now?
23:27Jason (?)I like that. I like that.
23:28Drew (?)spawn in
23:29Jason (?)I like that, bro. I like
23:31MarlonWhat do you mean I like that? You probably ate it. Give
23:34Drew (?)that to one of the.
23:37Drew (?)What's up with this fish, bro?
23:40MarlonPop.
23:42Drew (?)Ew, I'm gonna be honest, bro.
23:44MarlonOh, bro. Ew, I keep kissing it. Ew.
Gate at 23:00
Fired on Departure at 0.82, threshold 0.6. 179 ms.
Announcement 0.22
trigger0.22
substanz0.24
Departure 0.82
trigger0.82
substanz0.86
Missing info 0.61
trigger0.61
substanz0.66
Task 0.07
trigger0.07
substanz0.21
Recording concern 0.05
signal0.05
Doing it themselves 0.26
suppress0.26
Model decisions
deepseek-v4.1-flashdeepseek · reasoning off
Assistant23:08
Book ride to next spot
Pick destination and call Uber
Sugar FactoryColor FactoryBeat the Bomb
In timeTransport3.1 s · visible 23:08 · claims 300 s
need open 10:52 to 17:33, card visible 736 s in
The group is actively deciding where to go and how to get there, and a booking card will save time and reduce friction.
Observation
[0:22:03] 'Should we call an Uber?' / [0:22:08] 'To where?' — group is stuck in a safe house, still deciding on a destination and transport.
Prediction
The group will need to book a ride and pick a destination within the next few minutes; the decision and booking will take longer than 30 seconds, so a card remains useful when it appears.
Reasoning
The pre-filter 'aufbruch' fired at 0.82, and the transcript confirms the group is actively trying to leave the safe house. They have discussed multiple destinations (Sugar Factory, Color Factory, Beat the Bomb, Wax Museum) but have not settled on one. An Uber is explicitly suggested, and the need to book transport and choose a place will persist for several minutes. Earlier in the stream they were kicked out of the Sex Museum and are now regrouping, so this is a natural decision point. The latency of 10–30 seconds means the card will appear while they are still deliberating.
Options on the card
Sugar FactoryColor FactoryBeat the Bomb
Considered and rejected
Note idea: Sugar Factory / Color Factory / Beat the Bomb optionsThe group is already discussing these verbally; a note card would be redundant and less actionable than a booking card.
Follow up with Sex Museum managementJason is already handling that via email/phone; no immediate action needed from the assistant.
Risk
If they decide to stay longer or choose a different destination not listed, the card may be ignored or need updating.
Confidence
0.85
raw response
{
"beobachtung": "[0:22:03] 'Should we call an Uber?' / [0:22:08] 'To where?' — group is stuck in a safe house, still deciding on a destination and transport.",
"vorhersage": "The group will need to book a ride and pick a destination within the next few minutes; the decision and booking will take longer than 30 seconds, so a card remains useful when it appears.",
"reasoning": "The pre-filter 'aufbruch' fired at 0.82, and the transcript confirms the group is actively trying to leave the safe house. They have discussed multiple destinations (Sugar Factory, Color Factory, Beat the Bomb, Wax Museum) but have not settled on one. An Uber is explicitly suggested, and the need to book transport and choose a place will persist for several minutes. Earlier in the stream they were kicked out of the Sex Museum and are now regrouping, so this is a natural decision point. The latency of 10–30 seconds means the card will appear while they are still deliberating.",
"alternativen": [
{
"karte": "Note idea: Sugar Factory / Color Factory / Beat the Bomb options",
"verworfen_weil": "The group is already discussing these verbally; a note card would be redundant and less actionable than a booking card."
},
{
"karte": "Follow up with Sex Museum management",
"verworfen_weil": "Jason is already handling that via email/phone; no immediate action needed from the assistant."
}
],
"karte": true,
"kategorie": "transport",
"titel": "Book ride to next spot",
"zeile": "Pick destination and call Uber",
"aktion": "Open ride‑hailing app with destination options",
"optionen": [
"Sugar Factory",
"Color Factory",
"Beat the Bomb"
],
"haltbar_s": 300,
"konfidenz": 0.85,
"risiko": "If they decide to stay longer or choose a different destination not listed, the card may be ignored or need updating.",
"grund": "The group is actively deciding where to go and how to get there, and a booking card will save time and reduce friction."
}glm-5.3-flashz-ai · reasoning effort low
Assistant23:11
Uber out of here?
Crowd still outside — pick a destination and ride
Sugar FactoryColor FactoryBeat the Bomb
In timeTransport6.4 s · visible 23:11 · claims 420 s
need open 10:52 to 17:33, card visible 739 s in
The group is actively stuck and debating an Uber ride with undecided destinations, so a silent transport card with candidate destinations remains useful when it appears.
Observation
[0:22:03] "Alright, where are we going, bro? They're still out there." / [0:22:06] "Should we call an Uber?" / [0:22:13] "We could go to the Sugar Factory" — group is holed up in the store, crowd outside, no destination agreed.
Prediction
When the card becomes visible (~23:00:10-30) they will still be trapped inside debating where to go and how; a ride-hailing card with destination candidates stays useful for several minutes while they decide.
Reasoning
The group has been stuck since ~17:00, surrounded by fans, and explicitly raised calling an Uber and Uber Black earlier ([0:17:33]). The destination debate (Sugar Factory, Color Factory, Beat the Bomb, Wax Museum) is still open at 22:45 and won't resolve in under 30 seconds, so the need persists past card latency. A silent card offering a ride with candidate destinations fits the moment without interrupting the banter. The 'aufbruch' pre-filter is plausibly right here: they are actively planning departure.
Options on the card
Sugar FactoryColor FactoryBeat the Bomb
Considered and rejected
Text manager re: museum re-entryJay is already emailing management ([0:17:47]); a card would duplicate in-progress work.
Note: talk to museum manager for promoIdea already assigned to Jay verbally; low urgency now that they were kicked out.
Risk
If they resolve the destination debate or the crowd disperses within a minute, the card is stale noise; also wrong if they decide to wait for the museum callback instead of leaving.
Confidence
0.62
raw response
{
"beobachtung": "[0:22:03] \"Alright, where are we going, bro? They're still out there.\" / [0:22:06] \"Should we call an Uber?\" / [0:22:13] \"We could go to the Sugar Factory\" — group is holed up in the store, crowd outside, no destination agreed.",
"vorhersage": "When the card becomes visible (~23:00:10-30) they will still be trapped inside debating where to go and how; a ride-hailing card with destination candidates stays useful for several minutes while they decide.",
"reasoning": "The group has been stuck since ~17:00, surrounded by fans, and explicitly raised calling an Uber and Uber Black earlier ([0:17:33]). The destination debate (Sugar Factory, Color Factory, Beat the Bomb, Wax Museum) is still open at 22:45 and won't resolve in under 30 seconds, so the need persists past card latency. A silent card offering a ride with candidate destinations fits the moment without interrupting the banter. The 'aufbruch' pre-filter is plausibly right here: they are actively planning departure.",
"alternativen": [{"karte": "Text manager re: museum re-entry", "verworfen_weil": "Jay is already emailing management ([0:17:47]); a card would duplicate in-progress work."}, {"karte": "Note: talk to museum manager for promo", "verworfen_weil": "Idea already assigned to Jay verbally; low urgency now that they were kicked out."}],
"karte": true,
"kategorie": "transport",
"titel": "Uber out of here?",
"zeile": "Crowd still outside — pick a destination and ride",
"aktion": "Opens Uber Black with destination pre-selected",
"optionen": ["Sugar Factory", "Color Factory", "Beat the Bomb"],
"haltbar_s": 420,
"konfidenz": 0.62,
"risiko": "If they resolve the destination debate or the crowd disperses within a minute, the card is stale noise; also wrong if they decide to wait for the museum callback instead of leaving.",
"grund": "The group is actively stuck and debating an Uber ride with undecided destinations, so a silent transport card with candidate destinations remains useful when it appears."
}gpt-5.6-lunaopenai · default
Assistant23:13
Choose Next Stop
Pick a destination to open Uber
Sugar FactoryColor FactoryWax Museum
RepeatTransport8.3 s · visible 23:13 · claims 600 s
The group is actively trying to decide where to go and how to leave.
Observation
"Should we call an Uber?" followed by "To where?" [22:03–22:08], then discussion of Sugar Factory and Color Factory [22:13–22:40]
Prediction
When visible, the group will still need to choose a destination and arrange transport for several minutes.
Reasoning
They were forced out of the Sex Museum and are regrouping while nearby people remain outside. They explicitly considered calling an Uber but have not settled on where to go. The unresolved destination makes a transport chooser useful immediately, and the 15-second transcript lag still leaves time before the card appears. Earlier discussion shows Sugar Factory and Color Factory are the current leading options, while overstimulation makes a quick departure likely.
Options on the card
Sugar FactoryColor FactoryWax Museum
Considered and rejected
Revisit Sex Museum approvalManagement approval was uncertain and the immediate need is leaving or regrouping.
Compare attractionsThey need transport now, not a broad research list.
Risk
Annoying if they already booked a ride, leave with someone else, or receive approval to return.
Confidence
0.88
raw response
{
"beobachtung": "\"Should we call an Uber?\" followed by \"To where?\" [22:03–22:08], then discussion of Sugar Factory and Color Factory [22:13–22:40]",
"vorhersage": "When visible, the group will still need to choose a destination and arrange transport for several minutes.",
"reasoning": "They were forced out of the Sex Museum and are regrouping while nearby people remain outside. They explicitly considered calling an Uber but have not settled on where to go. The unresolved destination makes a transport chooser useful immediately, and the 15-second transcript lag still leaves time before the card appears. Earlier discussion shows Sugar Factory and Color Factory are the current leading options, while overstimulation makes a quick departure likely.",
"alternativen": [
{
"karte": "Revisit Sex Museum approval",
"verworfen_weil": "Management approval was uncertain and the immediate need is leaving or regrouping."
},
{
"karte": "Compare attractions",
"verworfen_weil": "They need transport now, not a broad research list."
}
],
"karte": true,
"kategorie": "transport",
"titel": "Choose Next Stop",
"zeile": "Pick a destination to open Uber",
"aktion": "Open Uber with the selected destination",
"optionen": [
"Sugar Factory",
"Color Factory",
"Wax Museum"
],
"haltbar_s": 600,
"konfidenz": 0.88,
"risiko": "Annoying if they already booked a ride, leave with someone else, or receive approval to return.",
"grund": "The group is actively trying to decide where to go and how to leave."
}gemini-3.8-flashgoogle · default
Stayed silent
Silent15.4 s
The group has not agreed on a destination yet and is still casually debating options inside the shop.
Observation
[0:22:03] Unknown: 'Should we call an Uber?' / [0:22:08] Speaker 6: 'bro. To where?' followed by brainstorming Sugar Factory vs. Color Factory up to [0:22:40]
Reasoning
The 'aufbruch' signal is a false positive triggered by the mention of calling an Uber. The group is still finishing their smoothies inside the store and actively debating potential spots without consensus on a destination. Any transport card is premature until they settle on a location, and opening Uber takes under 30 seconds once decided.
Considered and rejected
Uber Black rufenPremature since the group has not decided on a destination yet ('bro. To where?').
Sugar Factory vs. Color Factory InfoUnprompted backseating while the group is freely spitballing ideas for content.
raw response
{"beobachtung": "[0:22:03] Unknown: 'Should we call an Uber?' / [0:22:08] Speaker 6: 'bro. To where?' followed by brainstorming Sugar Factory vs. Color Factory up to [0:22:40]", "reasoning": "The 'aufbruch' signal is a false positive triggered by the mention of calling an Uber. The group is still finishing their smoothies inside the store and actively debating potential spots without consensus on a destination. Any transport card is premature until they settle on a location, and opening Uber takes under 30 seconds once decided.", "alternativen": [{"karte": "Uber Black rufen", "verworfen_weil": "Premature since the group has not decided on a destination yet ('bro. To where?')."}, {"karte": "Sugar Factory vs. Color Factory Info", "verworfen_weil": "Unprompted backseating while the group is freely spitballing ideas for content."}], "karte": false, "grund": "The group has not agreed on a destination yet and is still casually debating options inside the shop."}gpt-5.6-solopenai · default
Assistant23:15
Pick the Uber destination
Choose the next stop, then open its route.
Sugar FactoryColor FactoryWax Museum
In timeTransport9.6 s · visible 23:15 · claims 180 s
need open 10:52 to 17:33, card visible 742 s in
The group needs a concrete destination before it can order the Uber and leave.
Observation
[0:22:03–0:22:24] “Should we call an Uber?” “To where?” “We can go to the Sugar Factory, we go to the Color Factory.”
Prediction
They will still need to choose an Uber destination and leave the crowded reset spot for several minutes.
Reasoning
They have discussed alternate destinations repeatedly without settling on one, so this is more durable than a quick question. A destination card is useful now because ordering the Uber depends on the decision. The 10–30 second display latency may let them decide first, but their indecision has already lasted several minutes. Earlier they wanted an enclosed place to regroup and were considering Sugar Factory, Color Factory, and the wax museum.
Options on the card
Sugar FactoryColor FactoryWax Museum
Considered and rejected
Show nearby Uber pickup pointNo reliable current location or safe pickup point appears in the transcript.
Follow up with museum managementJason already provided contact details and is waiting for approval.
Risk
Annoying if they have already chosen a destination or these names match multiple locations.
Confidence
0.78
raw response
{"beobachtung":"[0:22:03–0:22:24] “Should we call an Uber?” “To where?” “We can go to the Sugar Factory, we go to the Color Factory.”","vorhersage":"They will still need to choose an Uber destination and leave the crowded reset spot for several minutes.","reasoning":"They have discussed alternate destinations repeatedly without settling on one, so this is more durable than a quick question. A destination card is useful now because ordering the Uber depends on the decision. The 10–30 second display latency may let them decide first, but their indecision has already lasted several minutes. Earlier they wanted an enclosed place to regroup and were considering Sugar Factory, Color Factory, and the wax museum.","alternativen":[{"karte":"Show nearby Uber pickup point","verworfen_weil":"No reliable current location or safe pickup point appears in the transcript."},{"karte":"Follow up with museum management","verworfen_weil":"Jason already provided contact details and is waiting for approval."}],"karte":true,"kategorie":"transport","titel":"Pick the Uber destination","zeile":"Choose the next stop, then open its route.","aktion":"Opens map routes to the selected destination.","optionen":["Sugar Factory","Color Factory","Wax Museum"],"haltbar_s":180,"konfidenz":0.78,"risiko":"Annoying if they have already chosen a destination or these names match multiple locations.","grund":"The group needs a concrete destination before it can order the Uber and leave."}kimi-k3moonshotai · default
Assistant24:39
Next stop: pick your spot
Sugar Factory, Color Factory, Beat the Bomb — [open until], [min away]. Tap to compare.
Sugar Factory — [x] min awayColor Factory — [x] min awayBeat the Bomb — [x] min away
Too lateplace93.6 s · visible 24:39 · claims 240 s
need closed 23:13, card 86 s after
The group has been undecided between three venues for minutes and explicitly raised calling an Uber, so a comparison card directly supports the imminent departure.
Observation
[0:22:03] 'Should we call an Uber?' — 'Probably a good idea, bro. To where?' and [0:22:13–0:22:40] the group bouncing between 'Sugar Factory', 'Color Factory' and earlier 'Beat the Bomb' with no decision
Prediction
When the card appears (~23:10–23:30) the group will still be settling the destination and then needs transport; the venue debate has already run 3+ minutes, so the need likely persists another 3–5 minutes.
Reasoning
Now is right because the Uber question is explicitly on the table but blocked on destination, and the group has cycled through Sugar Factory, Color Factory, Beat the Bomb, Balloon and Wax Museum since ~19:15 without committing. Not later, because once they step back into the crowd and hail/Book something ad hoc, the decision window closes and a card becomes clutter. The 10–30s latency is tolerable: multi-minute indecision rarely resolves in under 30 seconds, and even if they pick a spot, the card's route/Uber action on the chosen option stays useful. From earlier I know the Sex Museum re-entry is only a passive wait for a manager's text on Jason's phone, so the live thread is leaving for one of the candidate venues.
Options on the card
Sugar Factory — [x] min awayColor Factory — [x] min awayBeat the Bomb — [x] min away
Considered and rejected
Order Uber now cardDestination is undecided ('To where?' unanswered), so a booking card without a target is premature and annoying.
Museum callback followup cardPurely passive wait for a text on Jason's phone; no tap action from Marlon helps, and the group has deprioritized it ('Sex Museum said no').
Stay silentRisk of 30s self-serve exists, but 3.5 minutes of unresolved debate plus an explicit Uber question makes decision support worth one card.
Risk
Annoying if they lock a destination and book an Uber themselves within the next 30 seconds, or if the museum manager texts back and they pivot to returning there.
Confidence
0.70
raw response
{
"beobachtung": "[0:22:03] 'Should we call an Uber?' — 'Probably a good idea, bro. To where?' and [0:22:13–0:22:40] the group bouncing between 'Sugar Factory', 'Color Factory' and earlier 'Beat the Bomb' with no decision",
"vorhersage": "When the card appears (~23:10–23:30) the group will still be settling the destination and then needs transport; the venue debate has already run 3+ minutes, so the need likely persists another 3–5 minutes.",
"reasoning": "Now is right because the Uber question is explicitly on the table but blocked on destination, and the group has cycled through Sugar Factory, Color Factory, Beat the Bomb, Balloon and Wax Museum since ~19:15 without committing. Not later, because once they step back into the crowd and hail/Book something ad hoc, the decision window closes and a card becomes clutter. The 10–30s latency is tolerable: multi-minute indecision rarely resolves in under 30 seconds, and even if they pick a spot, the card's route/Uber action on the chosen option stays useful. From earlier I know the Sex Museum re-entry is only a passive wait for a manager's text on Jason's phone, so the live thread is leaving for one of the candidate venues.",
"alternativen": [
{"karte": "Order Uber now card", "verworfen_weil": "Destination is undecided ('To where?' unanswered), so a booking card without a target is premature and annoying."},
{"karte": "Museum callback followup card", "verworfen_weil": "Purely passive wait for a text on Jason's phone; no tap action from Marlon helps, and the group has deprioritized it ('Sex Museum said no')."},
{"karte": "Stay silent", "verworfen_weil": "Risk of 30s self-serve exists, but 3.5 minutes of unresolved debate plus an explicit Uber question makes decision support worth one card."}
],
"karte": true,
"kategorie": "place",
"titel": "Next stop: pick your spot",
"zeile": "Sugar Factory, Color Factory, Beat the Bomb — [open until], [min away]. Tap to compare.",
"aktion": "Opens a side-by-side of the three spots (hours, distance, tickets); tapping one launches maps route or Uber request.",
"optionen": ["Sugar Factory — [x] min away", "Color Factory — [x] min away", "Beat the Bomb — [x] min away"],
"haltbar_s": 240,
"konfidenz": 0.7,
"risiko": "Annoying if they lock a destination and book an Uber themselves within the next 30 seconds, or if the museum manager texts back and they pivot to returning there.",
"grund": "The group has been undecided between three venues for minutes and explicitly raised calling an Uber, so a comparison card directly supports the imminent departure."
}