L8 and it's interesting use of data

I have long thought that Logos has a ton of data (cultural concepts, Sense, various data sets) that could, when used together in an algorithm generate some interesting information.

"Important Passages" is an example of this. Is this a form of artificial intelligence? What would you call this?

My thoughts are: 1. I hope Faithlife continues to pursue this type of data use, I think there is more that could be done to mine our vast libraries. Esp if it was combined with the community. (i.e. - 78% of users spend the most time/highlight/note in this resource when studying this passage. Prioritize these results)

2. Is "Important Passages" more intensive on a processor? My old mac is getting ready to "give up the ghost" but I think it struggles with these type of searches. I am getting ready to build a new Logos machine for the office. The common wisdom is a SSD is the biggest upgrade you can do for Logos but I am thinking CPU use will become more important in the years to come. Esp if Logos continues to put together things like "Important Passages"

What do you think?

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Levi Durfey

"Important Passages" is an example of this. Is this a form of artificial intelligence? What would you call this?

Both Important Passages and Important Words/Lemma in Passage are data gathering processes that we periodically run over all the available commentaries (not manual tagging), So, these dataset should continue to be updated as we add more commentaries to Logos.

I think there is more that could be done to mine our vast libraries. Esp if it was combined with the community. (i.e. - 78% of users spend the most time/highlight/note in this resource when studying this passage. Prioritize these results)

Important Passages doesn't mine your commentaries. It's something that FL periodically does on their end to all the commentaries available in Logos. Then the result is shipped to users. Therefore, it's not going to be CPU intensive.

Mark Barnes

"Important Passages" is an example of this. Is this a form of artificial intelligence? What would you call this?

It's not artificial intelligence. It's just an human-created algorithm (albeit a complex one).

Machine learning is the next step. All the big firms are spending billions on that at the moment, and it will gradually filter down over the next several years.

Is "Important Passages" more intensive on a processor?

Not particularly. With most of these new datasets, all the heavy lifting is done on Faithlife's servers (in this case, when the database that powers this was built). Disk speed remains the single most important factor for us. Probably on Faithlife's servers then CPU speed is much more important.

MJ. Smith

https://community.logos.com/discussion/comment/1028883#Comment_1028883

Machine learning is the next step. All the big firms are spending billions on that at the moment, and it will gradually filter down over the next several years

From some comments made by FL employees, I thought they already used training data and, by extension, some AI techniques.

I'll look into this. The classification is automated, but some of the underlying training data for the automation may have changed (or a few other possible areas).

Mike Tourangeau

https://community.logos.com/discussion/comment/1028951#Comment_1028951

Very interesting. Thanks for the clarification and info.