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Very clever use case. I'm presuming the set up here is as follows:

- LLM-driven back and forth with the paper as context

- Text-to-speech

Pricing for high quality text to speech with Google's studio voices run at USD 160.00/1M count. And given the average 10 minute recording at the average 130 WPM is 1,300 words and at 5 characters per word is 6500, we can estimate an audio cost of $1. LLM cost is probably about the same given the research paper processing and conversation.

So only costs about $2-3 per 10 minute recording. Wild.



Retail pricing != Google's actual cost.


I would actually be surprised if companies are focusing on profit at this stage.


There's no guarantee that the discussion would be accurate. This stems from how the LLMs work.


There has never been and never will be a discussion that is fully accurate; this stems from how discussions work.


Not true. If the accuracy of human debate had this much room of error all the time when two subject matter experts are talking, we would not have the progress of civilisation that we have now.

Room for error for sure is but at the very frontier of the knowledge where really no one knows what is what. There, yes people can be and have been blatantly wrong.


First off, why have you moved the goal-posts, expecting LLMs to be not just at human level, but at subject matter expert level?

And second, I would appreciate recommendations of good debates where both sides have a lot to offer and don't fall into errors; we do need more of those.


Because that's basic assumption. I'd want a discussion about academic papers from subject matter experts otherwise reading it aloud alone is not of any value let alone commentary on it with no understanding of it whatsoever.


There's a spectrum of value here. I don't think we're at the SME level yet, but I'd say we are at least at the level of presentation you'd get at an undergrad seminar module - and I already see significant value here.


True. It is not totally useless. There's a lot of utility.




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