Matei Zaharia
speaker
417 appearances
1 recordings
1 series
first heard Jun 2026
last heard 24 Jun
Matei Zaharia’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 Jun 2026 with 1.
Appearances
That's what we're finding, because the base models are smarter, so they generate better...
traces in RL already, and then RL is about learning from your own past traces.
And then synthetic data generation is way better, way easier now.
We have pipelines just using open source models, like the same model generates training environments and trains itself and beats like Opus and GPD 5.5 and stuff at a task.
So I do think it's going to pick up.
The thing is the ease of training, the algorithms is only going to go up over time.
There's a question of when it crosses into mainstream.
Instead of this specialized document parsing thing we did where you need a hardcore LLM researcher, when does it get easy enough that anyone can sort of plop in some stuff and describe a task?
Yeah, I agree.
I think the data you have, as you get better technology around that, you can just do more in your domain with it.
It's not even just about AI.
Even when people started collecting stuff in real time, I remember all the power companies put the smart meters and stuff, and all the car manufacturers started putting sensors and cameras and stuff.
Any technology makes data more valuable and can give you some advantage.
Anything that helps you do something with it and make some decisions, and AI is the same way.
You had all this stuff that's just sitting there, now you can have an agent automatically tell you.
For example, instead of I discovered what feature in my product is broken because a customer complained,
the agent tells me, I notice no one is like uploading files anymore because they get errors or whatever.
And as you saw with like Raiden, like as a database company, because we have all these, the history of all the queries and all the table layouts and like how they work, we can build a new engine very quickly that actually is good.
And we're confident that it's going to be good.
So I think this is right.
Showing 381–400 of 417 · page 20 of 21
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