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
Gemini three
Struggles a bit with this one.
I think maybe because the opacity of the objects by comparison.
And then Florence 2 does a good job at finding one of the glass mugs.
So again, another s type of task that shows the power and veracity of the model.
Did you maintain statistics on how many images were specifically hard?
For example, like we had n many objects that were very difficultly occluded, or we had some number of images where the comprehensive test was was really hard.
Or did you just bet that by having a large scale you would encompass occlusion and exhaustive cases?
What are the biggest changes to see the same step change in video that you've seen in images for automated data pipeline?
Yeah, there's cases where
being able to count and you know the objects are all gonna be the same.
So you don't care as much about unique
Classes, you just want to know the full presence.
Things like that matter.
But then there's other cases like you mentioned where I don't know, like in sport, you care about
individual players versus just knowing that there's eleven players on the pitch.
One thing that might be useful actually to discuss with some of our time is we talked a little bit about how SAM three and MLLMs will play nicely together, but there's probably like a greater discussion about how SAM three fits into the broader AI ecosystem and like what bigger picture trends it might fit into.
Um do you have some thoughts on what this represents about where things are headed?
And so in your analogy, if you think about like the visual cortex compared to like a human human brain, like you know, we have rods and cones in our eyes that do kind of very fast, we joked like lizard brain level detection, simple stuff.
And then you have your brain that reasons about some of the visual information that your eyes see.
Showing 141–160 of 239 · page 8 of 12
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