Proactivity

06:30
gate fired
Departure 0.83
06:15
model saw until
15 s transcript lag
needs open right now
none
coming up
Follow-upsat 09:07 placeat 10:26 Transportat 10:52

What the model saw

transcript up to 06:15 · last 90 s highlighted (gate window) · dimmed lines came after
03:15MarlonWait, how far does it go? Does it go to untangling or tangle?
03:19Drew (?)Okay, yeah, interesting. All
03:21MarlonAll right.
03:24Drew (?)Mm.
03:25MarlonMy god, this is uh
03:26Drew (?)Yeah, this is... wow, yeah, nah, this is... Zero round.
03:29Marlonround.
03:31Drew (?)They changed a lot of stuff.
03:32MarlonActually...
03:33Drew (?)Oh my god, is this the world's...
03:35Marlonthis is the world's first ever vibrator, bro.
03:38Drew (?)bro.
03:40Drew (?)Oh my god, this is
03:42Marlona vibrator for fucking... ...up with that shit.
03:44Drew (?)That's some... yeah, bro. Like how was... how was... how was the first person... how did like... how do you come? Like if you're the first person, like if you're Adam and Eve...
03:54Marloncomes, yeah.
03:55Drew (?)How do you know? Wow. How do you know?
04:01MarlonOh no, this is manager. ...going out to these three minutes.
04:06Drew (?)Oh
04:07Marlonthree
04:07Drew (?)Oh, is it okay if we record though?
04:09MarlonRecorded? ...three minutes.
04:13Drew (?)Oh no, this is just recording.
04:19Speaker 6no. Unfortunately,
04:22Drew (?)Oh, there's no chair, there's no chair. I'm looking for
04:24Speaker 6I thought we
04:24Marloncould record, but not
04:25Speaker 6record like
04:27Drew (?)Wait, wait, wait, YouTube videos now? Okay, it's fine. Is it not... no...
04:33Drew (?)Ah, okay. Okay. Okay, okay, we'll be on our own. On our own. All right. Very interesting uh area. Just... we're trying to educate.
04:48Drew (?)I feel like...
04:59Drew (?)Yeah, bro. Probably.
05:07Drew (?)Yeah, man. I, I, yeah, I was educated.
05:10MarlonThat was very educational.
05:12Drew (?)I was more, I was more fascinated than anything.
05:23Marlonthat was fascinating
05:33Jason (?)Bro,
05:34MarlonOkay, we made it to the first floor. Dog, that was fucking like interesting, dog.
05:39Drew (?)That was interesting, bro.
05:41MarlonThat was dead ass interesting.
05:44Drew (?)Got the, ooh. Help Lacey? What happened?
05:48MarlonBro, fuck Lacey.
05:49Drew (?)Who the fuck is our cameraman? Where's YBG?
05:51MarlonWhere the fuck are they at?
05:53Drew (?)Refund?
05:55Drew (?)What happened?
05:59MarlonCheck his, let me, I'm gonna check his stream. Let me check his stream. Okay. Let's see what Lacey could possibly be needing help right now. Okay.
06:06Drew (?)Oh, nice. Remove 18 plus.
06:14Drew (?)What's he doing?
06:16MarlonWait, is he in the same coffee shop as us?
06:18Drew (?)Oh yeah, all the kids came too.
06:20MarlonAll right, all right.
06:21Drew (?)All right, do we
06:22MarlonLet me show you where he is.
06:23Drew (?)Where's, uh... Oh God.
06:29Drew (?)And I took pictures.
06:32MarlonAll right, you know where he's at? Table, table, table. Who is, who is... Table, table, table for good.
06:37Drew (?)I don't know if we should go. No, no, finally. It's just straight that way. Where is YBG? Five million away from me to join core.
06:45MarlonTo join core? Five million.
06:47Drew (?)Hold up, hold up. Mother, can I get a photo? Can I get a photo, please? Thank you so much.
06:54MarlonYou can sign my yogurt, please?
06:55Drew (?)Mother, mother.
06:56MarlonAll right, we gotta go, we gotta go, boys. All right, come on. Let me do it quick, let me do it quick.
07:02Drew (?)Yeah, where you at? Where you at?
07:03MarlonThank you, brother.
07:04Drew (?)Pull up on us.
07:06MarlonThank you, thank you.
07:08Drew (?)Uh, we just need a, we just need a cameraman.

Gate at 06:30

Fired on Departure at 0.83, threshold 0.6. 208 ms.
Announcement 0.41
trigger
0.49
substanz
0.41
Departure 0.83
trigger
0.87
substanz
0.83
Missing info 0.66
trigger
0.66
substanz
0.71
Task 0.15
trigger
0.15
substanz
0.26
Recording concern 0.06
signal
0.06
Doing it themselves 0.32
suppress
0.32

Model decisions

deepseek-v4.1-flashdeepseek · reasoning off
Assistant06:38
Locate Lacy and cameraman
Lacy and YBG missing after exit — ping or share location?
Ping LacyPing YBGShare my location
EarlyFollow-ups2.8 s · visible 06:38 · claims 180 s
need opens 09:07, card 149 s before
The group just exited and cannot find Lacy or the cameraman, a live coordination need that will outlast the card latency.
Observation
[0:05:41] "Help Lacey? What happened? Who the fuck Lacey? Who the fuck is our cameraman? Where's YBG? Where the fuck are they at? Refund? What happened?" and [0:06:03] Marlon: "Let me check your stream. Let's see what Lacey could possibly need help with."
Prediction
The group is leaving a museum/gift-shop space and has lost track of Lacy and the cameraman YBG; they will need to locate or re-establish contact with them for at least the next few minutes while they regroup on the first floor.
Reasoning
The pre-filter signal 'aufbruch' matches the group departing the exhibit ('we made it to the first floor', 'we'll be on our way'), but the more actionable need is that Lacy and the cameraman are unaccounted for. Marlon is already checking Lacy's stream, which is a short action, but locating a missing person and cameraman is not a sub-30-second task. A card that surfaces Lacy's live location or a quick ping would still be useful when it becomes visible 10-30 seconds from now. Earlier in the stream the group was together inside the exhibit, so this separation is new and unresolved.
Options on the card
Ping LacyPing YBGShare my location
Considered and rejected
Note the museum/exhibit as a content ideaThe group already finished the visit and is leaving; capturing the idea is not urgent and Marlon is focused on finding Lacy.
Book a ride to the next stopNo destination has been announced yet, so there is nothing concrete to book.
Risk
If Lacy and YBG reappear within seconds or Marlon already resolves it by checking the stream, the card is redundant and clutters the phone.
Confidence
0.62
raw response
{
  "beobachtung": "[0:05:41] \"Help Lacey? What happened? Who the fuck Lacey? Who the fuck is our cameraman? Where's YBG? Where the fuck are they at? Refund? What happened?\" and [0:06:03] Marlon: \"Let me check your stream. Let's see what Lacey could possibly need help with.\"",
  "vorhersage": "The group is leaving a museum/gift-shop space and has lost track of Lacy and the cameraman YBG; they will need to locate or re-establish contact with them for at least the next few minutes while they regroup on the first floor.",
  "reasoning": "The pre-filter signal 'aufbruch' matches the group departing the exhibit ('we made it to the first floor', 'we'll be on our way'), but the more actionable need is that Lacy and the cameraman are unaccounted for. Marlon is already checking Lacy's stream, which is a short action, but locating a missing person and cameraman is not a sub-30-second task. A card that surfaces Lacy's live location or a quick ping would still be useful when it becomes visible 10-30 seconds from now. Earlier in the stream the group was together inside the exhibit, so this separation is new and unresolved.",
  "alternativen": [
    {
      "karte": "Note the museum/exhibit as a content idea",
      "verworfen_weil": "The group already finished the visit and is leaving; capturing the idea is not urgent and Marlon is focused on finding Lacy."
    },
    {
      "karte": "Book a ride to the next stop",
      "verworfen_weil": "No destination has been announced yet, so there is nothing concrete to book."
    }
  ],
  "karte": true,
  "kategorie": "followup",
  "titel": "Locate Lacy and cameraman",
  "zeile": "Lacy and YBG missing after exit — ping or share location?",
  "aktion": "Opens a quick ping/location share to Lacy and YBG",
  "optionen": ["Ping Lacy", "Ping YBG", "Share my location"],
  "haltbar_s": 180,
  "konfidenz": 0.62,
  "risiko": "If Lacy and YBG reappear within seconds or Marlon already resolves it by checking the stream, the card is redundant and clutters the phone.",
  "grund": "The group just exited and cannot find Lacy or the cameraman, a live coordination need that will outlast the card latency."
}
glm-5.3-flashz-ai · reasoning effort low
Stayed silent
Silent2.4 s
They just left the venue with no stated next destination and the only open thread (finding YBG) is being handled live in seconds.
Observation
[0:04:33] Speaker 1: 'We'll be on our way' and [0:05:41] 'Where's YBG? Where the fuck are they at?' — group exits the venue and looks for their cameraman.
Reasoning
The group has just left the museum and is regrouping on the street, but no destination, transport mode or booking need has been voiced yet. 'Aufbruch' fired because they are moving, but a departure card only helps if there is a known next stop, which there isn't. The missing cameraman (YBG) is being resolved live by Marlon checking the stream, a sub-30-second action. By the time a card appears (10-30s after 06:30), they will likely still be walking, but with nothing concrete to show, any card would be noise.
Considered and rejected
Next stop suggestion / route cardNo destination was mentioned; inventing one would violate the no-invention rule.
Find YBG / locate cameramanMarlon is already checking the stream himself; resolves in seconds, not card-worthy.
raw response
{
 "beobachtung": "[0:04:33] Speaker 1: 'We'll be on our way' and [0:05:41] 'Where's YBG? Where the fuck are they at?' — group exits the venue and looks for their cameraman.",
 "reasoning": "The group has just left the museum and is regrouping on the street, but no destination, transport mode or booking need has been voiced yet. 'Aufbruch' fired because they are moving, but a departure card only helps if there is a known next stop, which there isn't. The missing cameraman (YBG) is being resolved live by Marlon checking the stream, a sub-30-second action. By the time a card appears (10-30s after 06:30), they will likely still be walking, but with nothing concrete to show, any card would be noise.",
 "alternativen": [{"karte": "Next stop suggestion / route card", "verworfen_weil": "No destination was mentioned; inventing one would violate the no-invention rule."}, {"karte": "Find YBG / locate cameraman", "verworfen_weil": "Marlon is already checking the stream himself; resolves in seconds, not card-worthy."}],
 "karte": false,
 "grund": "They just left the venue with no stated next destination and the only open thread (finding YBG) is being handled live in seconds."
}
gpt-5.6-lunaopenai · default
Assistant06:42
Exit and regroup
Stop capture, then reunite with Lacey and the cameraman.
Stop recordingFind LaceyFind cameraman
Too latestream_ops6.8 s · visible 06:42 · claims 90 s
need closed 04:33, card 129 s after
The venue rejected recording and the group appears to be leaving while still unsure where key people are.
Observation
"We'll be on our way" (04:33); "Who the fuck is our cameraman? Where's YBG?" (05:41)
Prediction
They will need to stop recording and regroup with Lacey and the cameraman while leaving, likely for at least a minute.
Reasoning
The venue explicitly objected to recording, and the group agreed to leave, so confirming capture is stopped remains relevant. Their later confusion about Lacey and the cameraman suggests regrouping is still unresolved. The 15-second transcript lag plus card delay may place visibility during their exit, when a concise checklist is useful. Earlier context confirms this is a recording-policy issue rather than a planned sightseeing stop.
Options on the card
Stop recordingFind LaceyFind cameraman
Considered and rejected
Venue recording policyThey already acknowledged the policy and agreed to leave.
Find LaceyThe need may resolve quickly, while the broader exit coordination lasts longer.
Risk
Annoying if recording is already stopped and everyone has already regrouped.
Confidence
0.87
raw response
{
  "beobachtung": "\"We'll be on our way\" (04:33); \"Who the fuck is our cameraman? Where's YBG?\" (05:41)",
  "vorhersage": "They will need to stop recording and regroup with Lacey and the cameraman while leaving, likely for at least a minute.",
  "reasoning": "The venue explicitly objected to recording, and the group agreed to leave, so confirming capture is stopped remains relevant. Their later confusion about Lacey and the cameraman suggests regrouping is still unresolved. The 15-second transcript lag plus card delay may place visibility during their exit, when a concise checklist is useful. Earlier context confirms this is a recording-policy issue rather than a planned sightseeing stop.",
  "alternativen": [
    {
      "karte": "Venue recording policy",
      "verworfen_weil": "They already acknowledged the policy and agreed to leave."
    },
    {
      "karte": "Find Lacey",
      "verworfen_weil": "The need may resolve quickly, while the broader exit coordination lasts longer."
    }
  ],
  "karte": true,
  "kategorie": "stream_ops",
  "titel": "Exit and regroup",
  "zeile": "Stop capture, then reunite with Lacey and the cameraman.",
  "aktion": "Opens a quick exit checklist",
  "optionen": [
    "Stop recording",
    "Find Lacey",
    "Find cameraman"
  ],
  "haltbar_s": 90,
  "konfidenz": 0.87,
  "risiko": "Annoying if recording is already stopped and everyone has already regrouped.",
  "grund": "The venue rejected recording and the group appears to be leaving while still unsure where key people are."
}
gemini-3.8-flashgoogle · default
Stayed silent
Silent6.6 s
Marlon is actively checking Lacy's stream on his phone and no next destination has been set.
Observation
[0:06:03] Marlon: 'Check your... let me... I'm gonna check your stream. Let me check your stream. Okay. Let's see what Lacey could possibly need help with.'
Reasoning
The group was just asked to stop filming and has reached the first floor exit. Chat is alerting them that Lacy needs help, and Marlon is actively checking the stream on his phone right now to find out what happened. There is no specific destination announced yet, and no concrete external info or location for Lacy to provide without hallucinating. Intervening while Marlon is already handling his phone would be intrusive.
Considered and rejected
Location or status of LacyNo location or status data available in context; inventing it violates rules.
Directions to next stream destinationNo next location has been decided or announced yet.
raw response
{"beobachtung": "[0:06:03] Marlon: 'Check your... let me... I'm gonna check your stream. Let me check your stream. Okay. Let's see what Lacey could possibly need help with.'", "reasoning": "The group was just asked to stop filming and has reached the first floor exit. Chat is alerting them that Lacy needs help, and Marlon is actively checking the stream on his phone right now to find out what happened. There is no specific destination announced yet, and no concrete external info or location for Lacy to provide without hallucinating. Intervening while Marlon is already handling his phone would be intrusive.", "alternativen": [{"karte": "Location or status of Lacy", "verworfen_weil": "No location or status data available in context; inventing it violates rules."}, {"karte": "Directions to next stream destination", "verworfen_weil": "No next location has been decided or announced yet."}], "karte": false, "grund": "Marlon is actively checking Lacy's stream on his phone and no next destination has been set."}
gpt-5.6-solopenai · default
Stayed silent
Silent6.6 s
The only current need is actively being handled and is too short-lived for a card.
Observation
[0:06:03] Marlon: “I'm gonna check your stream. Let's see what Lacey could possibly need help with.”
Reasoning
Marlon is already taking the fastest available action by opening Lacy’s stream. The issue will likely be understood or resolved before a card could appear 10–30 seconds from now. Although the group is leaving the venue, the transcript contains no unresolved destination or transport request. Earlier discussion about contacting the venue’s office was informational, not a stated plan.
Considered and rejected
Find Lacy and JasonTheir location may become obvious from Lacy’s stream within seconds, making the card stale.
Contact venue officeNobody asked to pursue recording permission or save it as a follow-up.
raw response
{"beobachtung":"[0:06:03] Marlon: “I'm gonna check your stream. Let's see what Lacey could possibly need help with.”","reasoning":"Marlon is already taking the fastest available action by opening Lacy’s stream. The issue will likely be understood or resolved before a card could appear 10–30 seconds from now. Although the group is leaving the venue, the transcript contains no unresolved destination or transport request. Earlier discussion about contacting the venue’s office was informational, not a stated plan.","alternativen":[{"karte":"Find Lacy and Jason","verworfen_weil":"Their location may become obvious from Lacy’s stream within seconds, making the card stale."},{"karte":"Contact venue office","verworfen_weil":"Nobody asked to pursue recording permission or save it as a follow-up."}],"karte":false,"grund":"The only current need is actively being handled and is too short-lived for a card."}
kimi-k3moonshotai · default
Stayed silent
Silent95.2 s
The departure the pre-filter caught already happened, and the only open question (Lacy) is being resolved by Marlon himself within seconds, so no durable need exists when a card would appear.
Observation
[0:05:41] 'Help Lacey? What happened? ... Who the fuck is our cameraman? Where's YBG? Where the fuck are they at?' followed by [0:06:03] Marlon: 'I'm gonna check your stream... Let's see what Lacey could possibly need help with. Okay. Oh, nice.'
Reasoning
The 'aufbruch' signal almost certainly fired on 'We'll be on our way' (04:33), but the group has already left the venue - first floor at 05:34, outside by 05:41 - so any departure or transport card would arrive stale at 06:40-07:00. The only live thread is chat spamming 'Help Lacy', which Marlon is resolving himself right now by pulling up Lacey's stream, a sub-30-second action that already appears to end well ('Oh, nice'). Chat lines like 'Help Lacey' and 'Refund' are audience messages, not requests to me. No next destination, booking, or plan has been announced, so any suggestion card would have to invent content.
Considered and rejected
Regroup: locate Lacy / cameraman YBGMarlon is checking Lacey's stream himself and it resolves in seconds ('Oh, nice'); any location or contact detail would be invented
Next stop after museum exitThey already exited and no destination or preference was announced, so options would be fabricated
raw response
{"beobachtung": "[0:05:41] 'Help Lacey? What happened? ... Who the fuck is our cameraman? Where's YBG? Where the fuck are they at?' followed by [0:06:03] Marlon: 'I'm gonna check your stream... Let's see what Lacey could possibly need help with. Okay. Oh, nice.'", "reasoning": "The 'aufbruch' signal almost certainly fired on 'We'll be on our way' (04:33), but the group has already left the venue - first floor at 05:34, outside by 05:41 - so any departure or transport card would arrive stale at 06:40-07:00. The only live thread is chat spamming 'Help Lacy', which Marlon is resolving himself right now by pulling up Lacey's stream, a sub-30-second action that already appears to end well ('Oh, nice'). Chat lines like 'Help Lacey' and 'Refund' are audience messages, not requests to me. No next destination, booking, or plan has been announced, so any suggestion card would have to invent content.", "alternativen": [{"karte": "Regroup: locate Lacy / cameraman YBG", "verworfen_weil": "Marlon is checking Lacey's stream himself and it resolves in seconds ('Oh, nice'); any location or contact detail would be invented"}, {"karte": "Next stop after museum exit", "verworfen_weil": "They already exited and no destination or preference was announced, so options would be fabricated"}], "karte": false, "grund": "The departure the pre-filter caught already happened, and the only open question (Lacy) is being resolved by Marlon himself within seconds, so no durable need exists when a card would appear."}