Nick Frosst, co-founder of Cohere, explains why instruction fine-tuning was unexpectedly effective and how models generalize to tasks not present in feedback data.
Opinion
Frosst: Meta's Llama is a corporate giveaway for notoriety, not open source
“Lama, Lama three, like the stuff Meta is doing great models, great engineers, really cool stuff. But it's not open source the way Linux is open source. It's not open source the way, you know, I don't know, like Wikipedia's contributions are open source in that…”
Opinion
Frosst: Large language models are not a clear path to AGI
“I don't think
It's a clear path to AGI.
I don't think we're going to be making digital gods anytime soon.”
Opinion
Frosst: Creating human-like AGI is not an obvious human need
“It's not obvious to me that we want AGI. I don't wake up in the morning and say, gee, I wish my computer was a person. I wake up in the morning and I say, gee, I wish I could do my work faster. Like, gee, I wish I didn't have to do this boring thing. Gee, I wi…”
Disclosure
Frosst: Cohere is not chasing AGI, consumer bots, or public benchmarks
“So we're not interested in making like a public facing bot for consumers to talk to. We're not interested in chasing AGI. We're not interested in a lot of, there's a lot of like weird public benchmarks that exist trying to measure, you know, how close we are t…”
Insight
Frosst: AI enterprise value is in deployment and workflow, not weights
“When I think about Koshier's value, like it's not in, you know, the weights of any particular model. In fact, we we've released our model weights for researchers as well. So if researchers want to use our model, like they can download the weights from hugging …”
Prediction Not checkable as stated
Frosst: AI agents will augment workers rather than replace full roles
“I think when you look at the work people do, there's actually a lot of edge cases they encounter all the time, and there's lots of things that they do that could not be done just on the world of the, just on text, just on the world of computers. They're actual…”