Prediction certainty 3/5 debate potential 3/5

Douwe Kiela: GPT-4 Will Disrupt Data Annotators Like Mechanical Turk

Douwe Kiela · 20VC: The Biggest AI Leaders on What Matters More; Model Size or Data Size & Where Does The Value in AI Accrue; to Startups or to Incumbents · Sep 15, 2023 · at 20:19

Douwe Kiela, co-founder of Contextual AI, discusses developers using GPT-4 to generate synthetic training data for smaller models.

0:00 / 0:19exact quote · 19.2s
720p mp4 · rendered on demand · StarZero watermark
“One of the use cases I've been seeing now for GPT-IV is actually that people are using it to generate data and then they're training on that data with cheaper models. So GPT-IV might end up disrupting, not knowledge workers necessarily, but it might just disrupt like Mechanical Turk and is just an annotator on steroids.”

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 Douwe Kiela

Opinion
Douwe Kiela: Incumbent AI firms promote existential risk to entrench regulatory advantage
“So the people who are pushing this narrative are really the people who are benefiting from this being the narrative. So these are the incumbent AI companies who are, who want to have either the market regulated. Right. Because then they benefit because they ca…”
Douwe Kiela Jun 30, 2023 ▶ 35:01 Douwe Kiela: Why Data Size Matters More Than Model Size; Why Open Source Isn't Going to Win | E1032 · 20VC with Harry Stebbings
Opinion
Kiela: Believing open-source AI can match OpenAI is incredibly naive
“I would like it to be true that with open source, we could just keep up with all of that. But I think that's just incredibly naive. Open AI has this very deep understanding of how people want to use language models. Basically nobody else has, and they have thi…”
Douwe Kiela Nov 24, 2023 ▶ 7:57 The Ultimate AI Roundtable: What Happens Now in AI, Why Google are Vulnerable | E1085 · 20VC with Harry Stebbings
Opinion
Douwe Kiela: The leaked 'no AI moat' Google memo is completely wrong
“I think in terms of data modes and maybe you, you've seen this come by actually, there was this Google memo from an internal Google employee who had written that open AI and Google have no mode. I think for me as a AI researcher, when I read that memo, I was l…”
Douwe Kiela Jun 30, 2023 ▶ 23:45 Douwe Kiela: Why Data Size Matters More Than Model Size; Why Open Source Isn't Going to Win | E1032 · 20VC with Harry Stebbings
Opinion
Douwe Kiela: Getting struck by lightning is more likely than AI extinction
“Probably the chance of me getting hit by lightning, like right now is much higher than that happening.”
Douwe Kiela Jun 30, 2023 ▶ 34:32 Douwe Kiela: Why Data Size Matters More Than Model Size; Why Open Source Isn't Going to Win | E1032 · 20VC with Harry Stebbings
Prediction Not checkable as stated
Douwe Kiela: EU AI regulation will completely destroy innovation
“What Europe is going to try to do is overregulate everything and just completely destroy innovation.”
Douwe Kiela Jun 30, 2023 ▶ 38:28 Douwe Kiela: Why Data Size Matters More Than Model Size; Why Open Source Isn't Going to Win | E1032 · 20VC with Harry Stebbings
Prediction Open · timeframe Jun 2033
Douwe Kiela: AI will displace the majority human workforce within 5-10 years
“If you look at how OpenAI and Anthropic and these places define AGI, it's as systems achieving capabilities that allow them to effectively do the work of humans for the majority of economically valuable human tasks. Then we're not that far away from it. And so…”
Douwe Kiela Jun 30, 2023 ▶ 52:02 Douwe Kiela: Why Data Size Matters More Than Model Size; Why Open Source Isn't Going to Win | E1032 · 20VC with Harry Stebbings
Made with StarZero

Turn any episode into a week of clips.

This entire site, over 1,200 episodes transcribed, diarized, checked and made playable, runs on the StarZero media pipeline. Drop in your own episode and the podcast clipper finds the moments worth sharing, cuts them, captions them, and reframes them for every feed.