Joseph Nelson
speaker
239 appearances
1 recordings
1 series
first heard Dec 2025
last heard 18 Dec
Joseph Nelson’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 — 1 in all, peaking in Dec 2025 with 1.
Appearances
We see folks in industrial settings like doing work to produce electric vehicles or get products from point A to point B.
At the time of recording this, it's like near Christmas time and it's like high time for holidays for folks that are doing gift giving.
And that ends up being really, really high time for making sure goods and services show up where they're supposed to be at the at the given point in time.
One of the statistics that we track is
The frequency with which folks cite um works like Sam or Robaflow or blogs that we publish.
And there's now basically like a little over two research papers published every day, citing some of the work across like the Robaflow community.
And that's folks that are like publishing in in Nature and Science Direct and a fairly n prestigious number of journals.
And each of those, you gotta think about it, each one of those publications is someone's like seminal work.
Often six, twelve, twenty-four months of effort that's been accelerated from models like SAM.
So it's not an exaggeration to say like models like SAM are speeding up the rate at which we, you know, solve global hunger or find cures to cancer or make sure critical medical products make their way to people all across the planet.
And at the infrastructure level, we're like thrilled and surprised constantly.
By the breadth and depth of adoption that we see from the community.
I mean, in the first five days of SAM3, there was like 8 million inferences of folks that were running across all diverse sets of fields.
And that's actually only increased because we it was released and then there's like Thanksgiving, and now it's back, and folks are like hitting it pretty hard.
So it's been incredibly encouraging to see the both depth of adoption and how much uh the community takes and uses and relies on models like SAM and prod.
Nikila, you had this you had this comment of like the best eval for a model is like it's not necessarily benchmarked.
What what was it?
It's like if it works on on real world things.
I think it's a really good soundbite.
Yeah.
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