Arush Sehgal
Lead Product Manager, Gemini Deep Research-Google/DeepMind-or-similar-not-specified ->…. On 1 show, 1 appearance. The Shows tab opens the full record on each.
1shows
1appearances
8statements
1resolved
1supported
0contradicted
100%fully supported
Everything Arush Sehgal said on any show that made the record, most notable first. Each card names its show and opens the statement there.
Sehgal: Keep recent research tasks in context, relegating older ones to RAG
“Just to add to that, I think like, just like a simple rule of thumb that we use is like, if it's the most recent set of research tasks where the user is likely to ask lots of follow-up questions, that should be in context. But like, as stuff gets 10 tasks ago,…”
Sehgal: AI deep research provides most lift on niche, non-Wikipedia topics
“We love to test, like, super niche random things, like, things where there's, like, No Wikipedia page already about this topic or something like that, right? Because that's where you'll see the most lift from a feature like this.”
Sehgal: Deep research evals should categorize research behavior, not domain verticals
“And really what we tried to do is like, stay away from like verticals, like travel or shopping and things like that, but really try and go into like, what is the underlying research behavior
Type that a person is doing.”
Sehgal: Google shipped a 5-minute Deep Research mode fearing user drop-off
“I remember we actually built two versions of deep research. We had like a hardcore mode that takes like 15 minutes. And then what we actually shipped is a thing that takes five minutes. And I even went to Eng and I was like, there has to be a hard stop, by the…”
Sehgal: Users always max out AI power toggles if given the option
“If you like give a max power button, users are always just going to hit that button, right? So then the question comes like, why don't you just decide from the product POV where's the right balance?”
Sehgal: Early Gemini Deep Research testers never edited initial research plans
“Actually like in early rounds of testing, we saw no one was editing, and so we were just like, if we just put a button here, Maybe people will, like, engage more.”
Sehgal: Gemini Deep Research retains all browsed websites in context
“We actually keep everything in context, like all the sites that it's read remain in context. So if there's a piece of missing information, it can just fetch that.”
One line per show, most statements first. The link opens Arush's full record on that show: the calibration, argument clarity, speaking style and every statement made there.
| Show | Role there | Eps | Statements | Record | |
|---|---|---|---|---|---|
 LATENT SPACELEDGER | Lead Product Manager, Gemini Deep Research-Google/DeepMind-or-similar-not-specified ->… | 1 | 8 | 100% 1/1 | full record on Latent Space → |