Gemini Deep Research
part of Gemini
14 statements across 1 episodes · 2 bullish · 1 bearish · 2 people on the record · first statement Feb 18, 2025 by Mukund Sridhar · said 28 times in 1 episodes since 2025 · across every show →
Mentions by year
brought up most by Shawn Wang (13), Alessio Fanelli (6), Arush Sehgal (5), Mukund Sridhar (4)
tap a year for its mentions
2025 28 mentions in 1 episode
Everything said about Gemini Deep Research, oldest first
Feb 18, 2025 positive
Sridhar: Sequential grounding on prior search turns is key for deep research
“This notion of being able to read outputs from the previous turn ground on that to decide what to do next, I think was key. Otherwise, you have, like, incomplete information, and your report becomes a little bit of a, like, a high-level bullet point.”
Feb 18, 2025
Sridhar: Deep Research uses self-critique to resolve source inconsistencies in reports
“So this happens iteratively until the model thinks it's finished all its steps, and then we kind of enter this analysis mode, and here there can be inconsistencies across sources. You kind of come up with an outline for the report, start generating a draft. Th…”
Feb 18, 2025 neutral
Feb 18, 2025 neutral
Feb 18, 2025
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.”
Feb 18, 2025
Sridhar: Google launched Deep Research horizontally rather than for a single vertical
“Our primary goal was
Not to specialize in, in, in a particular vertical or target one type of user. We just want to put this in the hands of like we had like this busy parent persona and like various different user profiles and see like what people try to use …”
Feb 18, 2025
Sridhar: Autonomous AI discovery requires verifier sandboxes and second-order reasoning
“My personal opinion is the model doesn't, has to do the second order thinking and so on that we're seeing now with these new models, but also be able to play and test that out in an environment where you can, you know, verify and give it feedback so that it ca…”
Feb 18, 2025 neutral
Feb 18, 2025 negative
Sridhar: High HLE benchmark scores do not translate to deep research products
“The benchmarks, at least the ones that we are seeing, they don't directly translate to the product. There's definitely some technical challenges that you can benchmark against, but they don't really, like if I do grade on
HLE, that doesn't really mean I'm a g…”
Feb 18, 2025 positive
Feb 18, 2025 neutral
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…”
Feb 18, 2025 neutral
Feb 18, 2025
Sridhar: Gemini Deep Research operates primarily via search and page-deepening tools
“What's happening behind the scenes actually is we kind of give this research plan that is a contract and that you know, has been accepted. But then if you look at the plan, there are things that are obviously parallelizable. So the model figures out which of t…”
Feb 18, 2025 neutral
Sridhar: Model decides whether follow-ups trigger new Deep Research runs
“One of the challenges is currently we kind of let the model decide based on your query, like amongst the three categories. So some, there is a boundary there. Like some of these things, depending on how deep you want to go, you might just want a quick answer v…”