Wang: Current AI agents fail because the internet lacks agent training data
Alexandr Wang · Why Human Data is Key to AI: Alexandr Wang from Scale AI · Sep 24, 2024 · at 7:31
Alexandr Wang, founder and CEO of Scale AI, discusses why current AI agent capabilities lag behind market expectations during a conversation with David George of a16z.
0:00 / 0:08exact quote · 8.1s
▶ Watch the full episode on YouTube → 720p mp4 · rendered on demand · StarZero watermark
“Agents has been the buzzword for the past two years and basically no agent really works. Well, you know, it turns out there's just no agent data on the internet.”
quote is from the automated transcript, cleaned for reading: filler sounds and stutters are removed, nothing is rephrased. names can be misheard (the analysis reads context, assessments check outside sources). how →
More from Alexandr Wang
Wang: Pure AI model renting will be a mediocre long-term business
“Lack of pricing power, let's say, on the pure model layer certainly indicates that renting models out on their own may or may not be the best long-term business. I think it's likely to be a relatively mediocre long-term business.”
Wang: Scale AI will hire purely on merit without demographic quotas
“Yeah, so MEI, we basically rolled out this idea of merit, excellence, and intelligence and the basic idea is in every role we're gonna hire the best possible person regardless of their demographics and we're not going to do any sort of you know quota-based opt…”
Wang: AI labs will diverge as LLM progress shifts to research
“I think we're entering a phase where the research is going to start mattering a lot more. Like, I think there will be a lot more divergence between a lot of the labs in terms of what research directions they choose to explore and which ones ultimately have bre…”
Wang: Frontier AI models fail at sequential tool composition
“Right now, if you look at all the frontier models, they suck at composing tools. So if they have to use one tool and then another tool, let's say they have to look something up and then write a little Python script and then chart something, you know, if they u…”
Wang: Big Tech CEOs face existential risk if they miss AI leadership
“If they really nail this AI thing, they could generate another trillion dollars of market cap, probably very easily. Like, you know, if they really are ahead of the competition and they productize in a good way, like trillion dollars of market cap, kind of no …”