Cool visuals, as with everything like this where the creator probably just churned open datasets through LLMs there are many inaccuracies particularly around borders.
An interesting effort though, and at least this one has a decent page about sourcing.
Really like the look of this. I use Claude Code (and other CLI LLM tools) to interact with my large collection of local text files which I usually use Obsidian to write/update. It has been awesome at organization, summarization, and other tasks that were previously really time consuming.
Bringing that type of functionality to a wider audience and out of the CLI could be really cool!
I wouldn't call myself a historian, but I have been doing a history podcast since 2014.
I agree that Ben's writings on LLMs and how they impact the humanities/history are great reads. But I am also the perfect target market for that kind of discussion, dev by day amateur historian by night.
I think it appears to have done a good job of summarizing the points that it summarize, at least judging from my quick watch of a few sections and from the YT Transcript (which seems quite accurate).
Almost makes me wonder if it is behind the scenes doing something similar to: rough transcript -> Summaries -> transcript with timecodes (runs out of context) -> throws timestamps that it has on summaries.
I would be very curious to see if it does better on something like an hour long chunk of audio, to see if it is just some sort of context issue. Or if this same audio was fed to it in say 45 minute chunks to see if the timestamps fix themselves.
Seems particularly funny in an article about Emacs, a piece of software that lets you get in situations where some portion of your "just create" time becomes "managing my custom emacs, please don't break".
Reminds me of the issue with bad CGI in movies. The only CGI you notice is the bad CGI, the good stuff just works. Same for AI generated art, you see the bad stuff but do not realize when you see a good one.
I was going to mention Warp here as well. It is fantastic when it comes to almost anything in the terminal. It has caused me to use the terminal a lot more on all of my computers because I don't have to spend a bunch of time poking around on Google to find the command to run.
I have used it for ffmpeg and then a lot of other slightly more complex commands. A recent one from the other day was gathering up all of the .epub documents in a directory tree, renaming them to the name of the directory they were in, and then placing them all in one single directory. That would have been a whole project for me, and Warp gave me the command with just that description. Any LLM interface would have done the same, but Warp just let me hit "Enter" and run it, no need to copy and paste.
Given the pace of development in this space, it is probably worth noting in the title that this is from November 2024 so the results might be a bit dated.
Many of those leaving Nasa today are probationary employees in their first years of employment. This isn't making up for past mistakes, it is hurting Nasa's future.
An interesting effort though, and at least this one has a decent page about sourcing.