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Robert Lange

Published podcast speaker

Claims
14
Episodes
1
Shows
1
Named items
0

Claim ledger

What Robert said.

6 transcript-backed records

01 / belief

While on others, like ARC AGI 2, like this whole sort of semantic evolution seems to be more efficient. So I think ideally we we can get a system that can automatically in some sense decide whether or not it wants to take like a programmatic approach in settings where it's actually feasible and easier to to bootstrap off, or it takes the semantic approach of evolving instructions or like LLM driven input output mappings.

“While on others, like ARC AGI 2, like this whole sort of semantic evolution seems to be more efficient. So I think ideally we we can get a system that can automatically in some sense decide whether or not it wants to take like a programmatic approach in settings where it's actually feasible and easier to to bootstrap off, or it takes the semantic approach of evolving instructions or like LLM driven input output mappings.”
Speaker
Robert Lange
Publisher
Machine Learning Street Talk

02 / belief

I think something that's critical is that we as humans try to interact with these systems as early as possible in order to actually, like, have influence and ownership over, like, this development process.

“I think something that's critical is that we as humans try to interact with these systems as early as possible in order to actually, like, have influence and ownership over, like, this development process.”
Speaker
Robert Lange
Publisher
Machine Learning Street Talk

03 / belief

I think like with the AI scientists in Schinka, we're really trying to to make sure that we can sort of apply the collective intelligence of all of us to to shape how this might look in the future.

“I think like with the AI scientists in Schinka, we're really trying to to make sure that we can sort of apply the collective intelligence of all of us to to shape how this might look in the future.”
Speaker
Robert Lange
Publisher
Machine Learning Street Talk

05 / belief

I think going forward for the bigger innovations and so on, for now, you still need humans, but we're sort of at the GPT 1 moment of of making this sort of a reality and potentially in 10 years, this is gonna look very, very different once the sort of also the infrastructure for it has been built up.

“I think going forward for the bigger innovations and so on, for now, you still need humans, but we're sort of at the GPT 1 moment of of making this sort of a reality and potentially in 10 years, this is gonna look very, very different once the sort of also the infrastructure for it has been built up.”
Speaker
Robert Lange
Publisher
Machine Learning Street Talk

06 / belief

I think a lot of sort of analogies from evolution transfer to scientific research, right, in the sense that we traverse a tree of different ideas or different experiments and then in the paper we report 1 path through that tree.

“I think a lot of sort of analogies from evolution transfer to scientific research, right, in the sense that we traverse a tree of different ideas or different experiments and then in the paper we report 1 path through that tree.”
Speaker
Robert Lange
Publisher
Machine Learning Street Talk
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