Jacob Grob
speaker
199 appearances
2 recordings
1 series
first heard Jun 2026
last heard 11 Aug
Jacob Grob’s voice in public audio — every appearance, attributed to the second.
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recordings per month · last 12 monthsRecordings per month over the last 12 months — 2 in all, peaking in Aug 2026 with 1.
Appearances
And the answer looks great, and people want to trust it because it sounds good, it's convincing, but it could be total nonsense.
And so understanding the difference between that small-scale POC LLM answer, what is right and what is wrong, is almost impossible unless you are doing high touch and looking at the images and making those assessments.
Yourself.
And if you're doing that, if you have to look at the image, you've just completely wasted all of your time putting it into an LLM.
Like you're not getting any additional information.
You're already doing the work.
When you talk about like what we're doing at scale, it comes with a confidence score.
We are turning that probabilistic answer into a deterministic answer.
We are providing confidence.
Hey, you know what?
The imagery that we have for this location isn't that great.
The statistics that we see for the answer we're giving here aren't to our standards.
And so we're gonna say, hey, this probably isn't something that you should rely on, or it's something that you should do a little bit of extra research and being able to provide that at scale and know that those high confidence answers, you can just
slide those right through.
And those low confidence ones, those are the ones that are flagged.
And we tell you, you know, that is a fundamental difference between a probabilistic and and deterministic model.
But beyond that, when you are looking at things at scale at nationwide levels across the board, you get to some of those insights and those details that Isaac was talking about.
So, like he said, the aspect of the distance or the direction that the roof is facing makes a huge difference in an event.
Well, you have to have that data first across an entire
Entire affected area before you can do the analysis to find out that that actually is an impact.
Showing 81–100 of 199 · page 5 of 10
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