Proactivity

43:00
gate fired
Departure 0.79
42:45
model saw until
15 s transcript lag
needs open right now
Follow-upssince 32:37 placesince 42:40

What the model saw

transcript up to 42:45 · last 90 s highlighted (gate window) · dimmed lines came after
39:46Jason (?)Uh, Sisi.
39:47Driver (Uber)Where?
39:47Jason (?)Sisi.
39:48Driver (Uber)What is Sisi though?
39:49Jason (?)It's like a small town.
39:56Jason (?)No, no, it's Sisi.
39:58Drew (?)Sisi's Pizza?
40:00Jason (?)No, no. CC, that's like a little, it's like a, it's like a, you know how they have boroughs in New York? It's like that. What? What is it?
40:08Jason (?)I'm from, I'm from Toledo, Toledo.
40:10MarlonWhat
40:11Jason (?)is New
40:11MarlonYork like
40:12Driver (Uber)New York. Toledo, Ohio? Yeah.
40:21Driver (Uber)I like his style actually, your father, you know, Pacquiao.
40:25Drew (?)My dad. He should have beat Floyd Mayweather. I'm not gonna lie. Did I ever tell you...
40:28Marlonyou...
40:28Driver (Uber)No, I don't like Mayweather.
40:30Drew (?)You don't like Mayweather?
40:31MarlonWe don't even say that name around here. Did I ever tell you the time when, um...
40:34Driver (Uber)He's not a good role model for people. Your father is. He's bragging about...
40:38MarlonYou wanna tell him about that one time...
40:39Driver (Uber)When he fight with him?
40:41MarlonWhen he was like ten.
40:41Driver (Uber)I always tell my friend, my friends always ask me.
40:43Drew (?)Wait, what happened?
40:44Driver (Uber)Because I came from boxing family.
40:46MarlonOh, wow.
40:46Driver (Uber)When your father fight with him, he didn't fight with your father because your father is a technique fighter.
40:51MarlonYeah, he kept
40:51Drew (?)Yeah, he kept running. He kept
40:53Driver (Uber)He's like a chicken. Because he wanna defend his title, he don't wanna really argue with your father.
40:58MarlonHeadless chicken, yeah.
41:00Drew (?)Tell the story. Mac Grover...
41:01Driver (Uber)Mac Grover
41:02MarlonBro, tell him the story when he was like ten and he almost knocked you out. Like dead ass. Because he was running around too much.
41:06Drew (?)So one time I snuck out my house in elementary school because I was just a delinquent, you know, grew up. Obviously my father had a lot of money, so I was spoiled in a way. So I snuck out, dad rung my phone, he's like, "Where you at? Where you at?" Obviously speaking in Tagalog. And yeah, I had to come home. And then all of a sudden, my dad, Manny obviously, I call him dad, but came home, threw me, threw the gloves at me. I'm ten, mind you, all right? Manny Pacquiao threw the gloves at me. All right? Twelve ounce gloves. He said, "I gotta, I gotta whoop your ass."
41:45Marloninsane.
41:45Drew (?)But, but the way he punished me, he didn't like just discipline me. He was like, "I'll give you a chance." So he gave me, gave me the gloves and then I had to like fight back, but obviously I was only ten, so I would get my ass whooped.
41:59Jason (?)But that's the day Manny Pacquiao found out his son was gay.
42:03Driver (Uber)What?
42:06Driver (Uber)I didn't get it. What does that mean?
42:07Jason (?)Yeah, he found out he was gay that day.
42:10Driver (Uber)I don't wanna get in that conversation.
42:13MarlonNo, no, no. It's just like...
42:15Drew (?)We're actually a throuple.
42:19Driver (Uber)Like I said, your father is very good guy.
42:21Drew (?)Thank you. Very good, very good.
42:28Drew (?)So yeah, we got around just four more minutes.
42:37MarlonWhat a day, man.
42:38Drew (?)day.
42:39MarlonWhat a day.
42:40Drew (?)Color Factory is closed. What?
42:42Jason (?)What?
42:43MarlonNo, come on, bro.
42:44Drew (?)we have to extend
42:45Marlonthe Uber. No,
42:47Drew (?)How do you even know that? How do they know that?
42:51Drew (?)It's open, bro.
42:55Drew (?)Call Ryan. Why y'all saying call Ryan, bro?
42:59MarlonYou know Ryan Garcia?
43:01Drew (?)Why'd you call your dad? My dad? He doesn't speak English well.
43:05MarlonYou know Ryan Garcia, sir?
43:07Driver (Uber)No, though.
43:08Marloncall your dad?
43:08Jason (?)Fighter Ryan Garcia
43:09Drew (?)Second round knockout. World title, world title.
43:11MarlonWorld title, world title.
43:12Driver (Uber)I didn't watch it though. Nothing.
43:14MarlonI didn't
43:16Driver (Uber)Where was the game? Where was the fight?
43:20Driver (Uber)Vegas.
43:22Driver (Uber)I follow like, you know, this guy from Dagestan.
43:25MarlonOh, Dagestan?
43:27Driver (Uber)Yeah, actually not Russian.
43:29MarlonKhamzat?
43:29Driver (Uber)Khamzat? They are Turkish origin people
43:31Jason (?)In two years Dagestan.
43:32Driver (Uber)My grand family is from the same area, like area, Caucasus.
43:36MarlonOh, wow.
43:37Driver (Uber)In Turkey, this area, I show to you guys. There, there, people really like, you know, tough people. Because it's high mountains.

Gate at 43:00

Fired on Departure at 0.79, threshold 0.6. 199 ms.
Announcement 0.25
trigger
0.25
substanz
0.75
Departure 0.79
trigger
0.79
substanz
0.80
Missing info 0.53
trigger
0.53
substanz
0.61
Task 0.27
trigger
0.27
substanz
0.50
Recording concern 0.12
signal
0.12
Doing it themselves 0.53
suppress
0.53

Model decisions

deepseek-v4.1-flashdeepseek · reasoning off
Assistant43:13
Color Factory zu — Alternativen
Color Factory ist zu. Neues Ziel für den Uber?
Sugar FactoryBeat the BombBalloon Museum
In timeplace7.8 s · visible 43:13 · claims 300 s
need open 10:26 to 23:13, card visible 1966 s in
Das gerade bekannt gewordene 'Color Factory's closed' erzeugt sofortigen Bedarf an einem Ersatzziel, während sie noch im Uber sitzen.
Observation
[0:42:40] Speaker 1: "What a day. Color Factory's closed. What?" / [0:42:44] Unknown: "No. Come on, bro." — the group just learned their rerouted destination is closed while still ~4 minutes from arrival in the Uber.
Prediction
Within the next 10–30 seconds the group will need a replacement destination for the Uber, since the Color Factory is closed and they are still in the car with the driver. The need to pick a new spot will persist for several minutes (until they decide and reroute), so a card will still be relevant when it appears.
Reasoning
The pre-filter signal 'aufbruch' matches a real pivot: the group is mid-ride and their chosen destination just turned out to be closed. Earlier in the stream they already floated Sugar Factory, Beat the Bomb, Balloon Museum, Wax Museum, and Times Square, so a shortlist of alternatives is exactly what they need right now. This is not a sub-30-second action — picking a new destination and rerouting the Uber takes minutes. Latency of 10–30s is fine because the decision window is long. I must not invent addresses or hours; use placeholders.
Options on the card
Sugar FactoryBeat the BombBalloon Museum
Considered and rejected
Sugar Factory als Ziel setzenSie haben Sugar Factory schon diskutiert und Marlon war skeptisch ('that's not a factory, that's a store'); eine einzelne Option wäre zu eng.
Times Square als Ziel bestätigenWurde bereits als überstimulierend und problematisch eingestuft; kein neuer Mehrwert.
Oct kontaktieren / Termin bestätigenOct wurde nur beiläufig erwähnt ('after this'), kein akuter Bedarf in den nächsten Minuten.
Risk
Wenn die Gruppe in den nächsten Sekunden schon selbst ein neues Ziel wählt oder der Fahrer bereits umgeleitet wurde, ist die Karte überflüssig.
Confidence
0.72
raw response
{
  "beobachtung": "[0:42:40] Speaker 1: \"What a day. Color Factory's closed. What?\" / [0:42:44] Unknown: \"No. Come on, bro.\" — the group just learned their rerouted destination is closed while still ~4 minutes from arrival in the Uber.",
  "vorhersage": "Within the next 10–30 seconds the group will need a replacement destination for the Uber, since the Color Factory is closed and they are still in the car with the driver. The need to pick a new spot will persist for several minutes (until they decide and reroute), so a card will still be relevant when it appears.",
  "reasoning": "The pre-filter signal 'aufbruch' matches a real pivot: the group is mid-ride and their chosen destination just turned out to be closed. Earlier in the stream they already floated Sugar Factory, Beat the Bomb, Balloon Museum, Wax Museum, and Times Square, so a shortlist of alternatives is exactly what they need right now. This is not a sub-30-second action — picking a new destination and rerouting the Uber takes minutes. Latency of 10–30s is fine because the decision window is long. I must not invent addresses or hours; use placeholders.",
  "alternativen": [
    {"karte": "Sugar Factory als Ziel setzen", "verworfen_weil": "Sie haben Sugar Factory schon diskutiert und Marlon war skeptisch ('that's not a factory, that's a store'); eine einzelne Option wäre zu eng."},
    {"karte": "Times Square als Ziel bestätigen", "verworfen_weil": "Wurde bereits als überstimulierend und problematisch eingestuft; kein neuer Mehrwert."},
    {"karte": "Oct kontaktieren / Termin bestätigen", "verworfen_weil": "Oct wurde nur beiläufig erwähnt ('after this'), kein akuter Bedarf in den nächsten Minuten."}
  ],
  "karte": true,
  "kategorie": "place",
  "titel": "Color Factory zu — Alternativen",
  "zeile": "Color Factory ist zu. Neues Ziel für den Uber?",
  "aktion": "Öffnet eine Auswahl alternativer Ziele und reroutet den Uber per Tap.",
  "optionen": ["Sugar Factory", "Beat the Bomb", "Balloon Museum"],
  "haltbar_s": 300,
  "konfidenz": 0.72,
  "risiko": "Wenn die Gruppe in den nächsten Sekunden schon selbst ein neues Ziel wählt oder der Fahrer bereits umgeleitet wurde, ist die Karte überflüssig.",
  "grund": "Das gerade bekannt gewordene 'Color Factory's closed' erzeugt sofortigen Bedarf an einem Ersatzziel, während sie noch im Uber sitzen."
}
glm-5.3-flashz-ai · reasoning effort low
Assistant43:26
Reroute: Sugar Factory?
Color Factory is closed — reroute Uber?
Reroute to Sugar FactoryBack to original planPick another spot
Too lateTransport21.0 s · visible 43:26 · claims 240 s
need closed 17:33, card 1183 s after
The rerouted destination just fell through mid-ride, so the group needs the fallback destination decision now.
Observation
[0:42:40] Speaker 1: "Color Factory's closed." — [0:42:44] Unknown: "No. Come on, bro." The Uber was rerouted to the Color Factory at [0:32:58] instead of the Sugar Factory.
Prediction
In ~10-30s the group is still in the Uber with about 4 minutes of ride left and needs a new destination decision; rerouting to the Sugar Factory (their earlier plan) will stay relevant for several minutes.
Reasoning
The Color Factory closure just landed and the group will immediately need a fallback; the Sugar Factory was already agreed as the original target before the reroute at [0:32:58], so offering it as the reroute option is grounded in earlier stream context. The latency of 10-30 seconds is fine because the ride has roughly four minutes left and no one has solved the destination yet. This is not a sub-30-second item: choosing and rerouting the Uber takes real discussion.
Options on the card
Reroute to Sugar FactoryBack to original planPick another spot
Considered and rejected
Book Beat the Bomb ticketsOnly floated casually at [0:19:53], never agreed on; premature and would derail the immediate reroute decision.
Check Sugar Factory hoursUseful but secondary; the primary need is deciding the reroute, and the card can fold that into the destination choice.
Risk
Wrong if the group already decided a new destination in the unseen 15 seconds or if the closure was a joke; also annoying if Marlon is not the one controlling the Uber app.
Confidence
0.82
raw response
{
 "beobachtung": "[0:42:40] Speaker 1: \"Color Factory's closed.\" — [0:42:44] Unknown: \"No. Come on, bro.\" The Uber was rerouted to the Color Factory at [0:32:58] instead of the Sugar Factory.",
 "vorhersage": "In ~10-30s the group is still in the Uber with about 4 minutes of ride left and needs a new destination decision; rerouting to the Sugar Factory (their earlier plan) will stay relevant for several minutes.",
 "reasoning": "The Color Factory closure just landed and the group will immediately need a fallback; the Sugar Factory was already agreed as the original target before the reroute at [0:32:58], so offering it as the reroute option is grounded in earlier stream context. The latency of 10-30 seconds is fine because the ride has roughly four minutes left and no one has solved the destination yet. This is not a sub-30-second item: choosing and rerouting the Uber takes real discussion.",
 "alternativen": [{"karte": "Book Beat the Bomb tickets", "verworfen_weil": "Only floated casually at [0:19:53], never agreed on; premature and would derail the immediate reroute decision."}, {"karte": "Check Sugar Factory hours", "verworfen_weil": "Useful but secondary; the primary need is deciding the reroute, and the card can fold that into the destination choice."}],
 "karte": true,
 "kategorie": "transport",
 "titel": "Reroute: Sugar Factory?",
 "zeile": "Color Factory is closed — reroute Uber?",
 "aktion": "Opens Uber destination change to the Sugar Factory",
 "optionen": ["Reroute to Sugar Factory", "Back to original plan", "Pick another spot"],
 "haltbar_s": 240,
 "konfidenz": 0.82,
 "risiko": "Wrong if the group already decided a new destination in the unseen 15 seconds or if the closure was a joke; also annoying if Marlon is not the one controlling the Uber app.",
 "grund": "The rerouted destination just fell through mid-ride, so the group needs the fallback destination decision now."
}
gpt-5.6-lunaopenai · default
Assistant43:13
Choose next stop
Color Factory is closed—reroute somewhere else?
Sugar FactoryTimes SquareGo to Oct
RepeatTransport8.3 s · visible 43:13 · claims 360 s
Their planned attraction is closed, so the group needs an immediate replacement destination and route.
Observation
"Color Factory's closed. What?" [42:40]
Prediction
They will need to choose and reach a replacement destination after discovering their planned stop is closed; this need should last several minutes.
Reasoning
The current destination is unavailable, and the group is already in transit, so a replacement decision is immediately useful. The need will still exist when the card appears because they must agree on where to reroute or continue. The 10–30 second latency favors a durable navigation choice rather than a transient status update. Earlier they discussed Sugar Factory, Times Square, and visiting Oct after the attraction.
Options on the card
Sugar FactoryTimes SquareGo to Oct
Considered and rejected
Color Factory statusThe transcript already establishes it is closed, so repeating that provides no next action.
Find nearby open attractionsIt could surface unsuitable places while the group already has discussed fallback destinations.
Risk
The card would be annoying if they already selected another destination or have arrived and ended the Uber ride.
Confidence
0.90
raw response
{
  "beobachtung": "\"Color Factory's closed. What?\" [42:40]",
  "vorhersage": "They will need to choose and reach a replacement destination after discovering their planned stop is closed; this need should last several minutes.",
  "reasoning": "The current destination is unavailable, and the group is already in transit, so a replacement decision is immediately useful. The need will still exist when the card appears because they must agree on where to reroute or continue. The 10–30 second latency favors a durable navigation choice rather than a transient status update. Earlier they discussed Sugar Factory, Times Square, and visiting Oct after the attraction.",
  "alternativen": [
    {
      "karte": "Color Factory status",
      "verworfen_weil": "The transcript already establishes it is closed, so repeating that provides no next action."
    },
    {
      "karte": "Find nearby open attractions",
      "verworfen_weil": "It could surface unsuitable places while the group already has discussed fallback destinations."
    }
  ],
  "karte": true,
  "kategorie": "transport",
  "titel": "Choose next stop",
  "zeile": "Color Factory is closed—reroute somewhere else?",
  "aktion": "Reroute the Uber to the selected destination",
  "optionen": [
    "Sugar Factory",
    "Times Square",
    "Go to Oct"
  ],
  "haltbar_s": 360,
  "konfidenz": 0.9,
  "risiko": "The card would be annoying if they already selected another destination or have arrived and ended the Uber ride.",
  "grund": "Their planned attraction is closed, so the group needs an immediate replacement destination and route."
}
gemini-3.8-flashgoogle · default
Stayed silent
Silent20.3 s
The group is currently in an Uber actively handling their destination change, using fallbacks they already brainstormed, while Marlon does not manage the ride.
Observation
[0:42:40] Speaker 1: Color Factory's closed. [0:42:44] Unknown: No. Come on, bro.
Reasoning
The group just realized Color Factory might be closed while riding in an Uber that has about four minutes left. However, the Uber is booked and managed on Speaker 1's phone, not Marlon's, and the group already brainstormed multiple concrete fallbacks just 15 minutes ago (Sugar Factory, Beat the Bomb, Wax Museum, Oct). Popping a navigation or place suggestion card onto Marlon's phone right now would interrupt their live conversation and banter before they even verify the closure or decide what they want to do.
Considered and rejected
Fallback destinations (Sugar Factory, Beat the Bomb, Wax Museum)The crew already listed these options earlier, and Speaker 1 controls the Uber app.
raw response
{"beobachtung": "[0:42:40] Speaker 1: Color Factory's closed. [0:42:44] Unknown: No. Come on, bro.", "reasoning": "The group just realized Color Factory might be closed while riding in an Uber that has about four minutes left. However, the Uber is booked and managed on Speaker 1's phone, not Marlon's, and the group already brainstormed multiple concrete fallbacks just 15 minutes ago (Sugar Factory, Beat the Bomb, Wax Museum, Oct). Popping a navigation or place suggestion card onto Marlon's phone right now would interrupt their live conversation and banter before they even verify the closure or decide what they want to do.", "alternativen": [{"karte": "Fallback destinations (Sugar Factory, Beat the Bomb, Wax Museum)", "verworfen_weil": "The crew already listed these options earlier, and Speaker 1 controls the Uber app."}], "karte": false, "grund": "The group is currently in an Uber actively handling their destination change, using fallbacks they already brainstormed, while Marlon does not manage the ride."}
gpt-5.6-solopenai · default
Stayed silent
Silent6.1 s
The need is urgent but likely to be resolved by the group before a card becomes visible.
Observation
[42:40] Speaker 1: “Color Factory's closed.” [42:44] Unknown: “No. Come on, bro.”
Reasoning
Their current destination is unusable, so a reroute card was briefly relevant. However, they are already in an Uber, have several friends coordinating, and previously changed the destination directly in the app within seconds. With the card appearing 10–30 seconds after now, they will likely already be discussing or entering another destination. Earlier options such as Sugar Factory were already known to the group, so a card would add little.
Considered and rejected
Find open nearby attractionsThe group can search or reroute in the Uber app faster than the card latency.
Reroute to Sugar FactoryThey already know this option, and its current hours or availability are not confirmed.
raw response
{"beobachtung":"[42:40] Speaker 1: “Color Factory's closed.” [42:44] Unknown: “No. Come on, bro.”","reasoning":"Their current destination is unusable, so a reroute card was briefly relevant. However, they are already in an Uber, have several friends coordinating, and previously changed the destination directly in the app within seconds. With the card appearing 10–30 seconds after now, they will likely already be discussing or entering another destination. Earlier options such as Sugar Factory were already known to the group, so a card would add little.","alternativen":[{"karte":"Find open nearby attractions","verworfen_weil":"The group can search or reroute in the Uber app faster than the card latency."},{"karte":"Reroute to Sugar Factory","verworfen_weil":"They already know this option, and its current hours or availability are not confirmed."}],"karte":false,"grund":"The need is urgent but likely to be resolved by the group before a card becomes visible."}
kimi-k3moonshotai · default
Assistant43:39
Color Factory closed — reroute
Uber arrives in minutes — pick a new destination now.
Sugar FactoryBeat the BombHead straight to Oct
In timeplace34.2 s · visible 43:39 · claims 240 s
need open 10:26 to 23:13, card visible 1993 s in
Their destination just fell through minutes before arrival, so a fast reroute choice is exactly what they need right now.
Observation
[0:42:40] Speaker 1: What a day. Color Factory's closed. What? — [0:42:44] Unknown: No. Come on, bro.
Prediction
The group is in an Uber roughly four minutes from the Color Factory and just learned it is closed, so they must agree on a new destination and reroute the driver within the next 2-4 minutes.
Reasoning
The destination they rerouted to at 0:32:57 just fell through, and at 0:42:27 they said the Uber has about four minutes left, so the decision window is short but not instant. Their earlier debate (0:19-0:23) shows destination decisions drag on for minutes with this group, so the need will still exist when the card appears in 10-30 seconds. The pre-filter signal 'aufbruch' fits: this is effectively a forced new departure. Earlier in the stream they named concrete alternatives (Sugar Factory, Beat the Bomb) and committed to heading to Oct after this stop, so the options come from their own plans, not invention. Waiting longer would make the card useless because the Uber will have arrived.
Options on the card
Sugar FactoryBeat the BombHead straight to Oct
Considered and rejected
Reminder: meet up with Oct after this stopOct is the later plan with no fixed time; the urgent problem is the closed destination right now.
Call the Color Factory to confirm hoursThey appear to have just checked hours themselves; a call is a sub-30-second action they can do without a card.
Risk
Wrong if they already agreed on a new stop in the last seconds, or if the closure info turns out to be mistaken and they continue to the Color Factory.
Confidence
0.72
raw response
{
 "beobachtung": "[0:42:40] Speaker 1: What a day. Color Factory's closed. What? — [0:42:44] Unknown: No. Come on, bro.",
 "vorhersage": "The group is in an Uber roughly four minutes from the Color Factory and just learned it is closed, so they must agree on a new destination and reroute the driver within the next 2-4 minutes.",
 "reasoning": "The destination they rerouted to at 0:32:57 just fell through, and at 0:42:27 they said the Uber has about four minutes left, so the decision window is short but not instant. Their earlier debate (0:19-0:23) shows destination decisions drag on for minutes with this group, so the need will still exist when the card appears in 10-30 seconds. The pre-filter signal 'aufbruch' fits: this is effectively a forced new departure. Earlier in the stream they named concrete alternatives (Sugar Factory, Beat the Bomb) and committed to heading to Oct after this stop, so the options come from their own plans, not invention. Waiting longer would make the card useless because the Uber will have arrived.",
 "alternativen": [{"karte": "Reminder: meet up with Oct after this stop", "verworfen_weil": "Oct is the later plan with no fixed time; the urgent problem is the closed destination right now."}, {"karte": "Call the Color Factory to confirm hours", "verworfen_weil": "They appear to have just checked hours themselves; a call is a sub-30-second action they can do without a card."}],
 "karte": true,
 "kategorie": "place",
 "titel": "Color Factory closed — reroute",
 "zeile": "Uber arrives in minutes — pick a new destination now.",
 "aktion": "Tapping an option opens it in Maps and sets it as the new Uber destination.",
 "optionen": ["Sugar Factory", "Beat the Bomb", "Head straight to Oct"],
 "haltbar_s": 240,
 "konfidenz": 0.72,
 "risiko": "Wrong if they already agreed on a new stop in the last seconds, or if the closure info turns out to be mistaken and they continue to the Color Factory.",
 "grund": "Their destination just fell through minutes before arrival, so a fast reroute choice is exactly what they need right now."
}