Lucy Guo
speaker
1,295 appearances
2 recordings
2 series
first heard Feb 2026
last heard 6 Jul
Lucy Guo’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 Jul 2026 with 1.
Appearances
Like if AI makes one mistake and then it continues to create more and more bugs, but you trust AI to code for you, that's not great.
Which is why right now, like if you take a great engineer and give it AI, like it becomes a hundred X engineer.
But if you take like a mid-level or entry-level engineer and give it AI, you're just going to actually end up with a lot of tech debt because they're not fixing the problems that AI is generating.
But I think this exists across the spectrum.
I mean, I would say probably started with scale.
Scale is the picks and shovels of the AI industry, right?
We weren't creating these like innovative new foundation models.
We were literally labeling the data.
So like we would have self-driving car companies send us lighter data, images, videos, and we had labelers around the world say like, that's a car, that's a pedestrian, that's a stop sign on the road.
Like that was what we were extremely good at.
And that's always going to be needed because it goes back to like your model is only as good as the data that you feed it.
That was when I really started learning like how important data is, because even like with generative AI, like if it generates something wrong and it thinks it's correct, like you're going to get more wrong generations.
And that's not great, which is why like reinforcement learning is always going to be a thing.
But yeah, like I would say like that was probably so back in 2016 was when I first started like understanding AI.
Yeah.
I mean, 10 years is a really long time.
But I think that right now, what I'm thinking about constantly is what's going to happen to college students.
Because, like I said, AI can make someone exceptional really, really great.
But when you take someone entry level...
AI does their job better.
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