Great article! For a few years, I was always deterred from projects because they had already been done and better, so there was no reason to do it. Now, though, I just enjoy implementing things in my own janky way and learning a bit along the way.

They’re prepping the next Cornel West

Maybe, but at least Cornel West is a legitimate intellectual who has actual political opinions, fringe as they may be. This dude is just some TV personality.

I hate that this is even a story. Are we as Americans so stupid that the only people who can win the “undecided” or “centrist” vote (read uninformed stupid people) are just TV personalities?

Yeah, it’s not technically impossible to stop web scrapers, but it’s difficult to have a lasting, effective solution. One easy way is to block their user-agent assuming the scraper uses an identifiable user-agent, but that can be easily circumvented. The also easy and somewhat more effective way is to block scrapers’ and caching services’ IP addresses, but that turns into a game of whack-a-mole. You could also have a paywall or login to view content and not approve a certain org, but that only will work for certain use cases, and that also is easy to circumvent. If stopping a single org’s scraping is the hill to die on, good luck.

That said, I’m all for fighting ICE, even if it’s futile. Just slowing them down and frustrating them is useful.

But there are different types of temporary. Temporary because the code got updated/upgraded or new and better software got implemented feels fine. It feels like your work was part of the never ending march of technical progress. Temporary because it gets ripped out if favor of a different, inferior suite hits hard.

If my code gets superseded by someone else’s complete rewrite that is better, then I’m all for it. If my code gets thrown out because we’re switching to a different, inferior system that is completely incompatible with my work, then that just hits like a ton of bricks.

Ah, gotcha. I didn’t go too deep into the code, just did a cursory look. I think it’s still an interesting concept.

I don’t know why this is getting downvoted. It seems like an interesting concept for certain use cases, and it looks like it’s just a tiny team.

To be fair, that’s how some of the nazi concentration camps started. A lot of countries wouldn’t take the deported Jewish people, so the nazis had to come up with another “solution.” Unless something changes, this is where we’re heading, and it is beyond frightening.

Same here. My desktop is in a controlled environment, so I don’t see a need. Plus, if I do have some sort of issue, I will still be able to access those files.

Since I actually take my laptop places, I have that encrypted for sure.

This is why I am dreading when my 2017 dumb TV dies. It’s really telling that dumb TVs, which should be cheaper to produce and sell, are either not available or very expensive (as in commercial displays). Really proves the point that the consumer is really the product.

And their web apps are nearly unusable (especially with Firefox and its variants)

Admittedly, I use LibreOffice, and it works for almost all of my needs. However, I’ve never encountered the above issue, and the web versions have worked for me on Firefox. What’s your particular issue? The solution could be pretty simple; I have my user-agent string reporting Windows, and I’ve never had an issue. Maybe worth a try?

Changing the user agent shouldn’t work, but there’s a stupid amount of times that it does, and so I’ve just kept it permanent.

Depends on your skills. Documentation is always useful. If you have language skills, translation of documentation or helping create language packs/translations.

That’s just off the top of my head. I’m sure if I thought about it, I could come up with more.

I’ve found this to be the case a lot, too. I also spoof my OS because a lot of government sites will refuse to work unless it says Windows. It’s stupid, but here we are.

I got a laptop back in 2018, and it shipped really fast. It’s not my daily driver, but it works well when I’m on the road, and the battery life is pretty good. Granted, I replaced the OS with a distro I prefer and customized the hell out of it, so that might contribute to my experience. Tbh, I was pretty impressed with it (still am), and I was going to buy a Librem 5 when they came out. I wanted to wait and not just throw money at them because I didn’t want to get burned. After all the horror stories and crap reviews, I passed on that and won’t touch the company with a 10 foot pole, and I thank past me for not throwing money at them.

I think that the company started with noble intentions and made a decent product at first, but they got in way over their heads and now they’re floundering.

The original paper itself, for those who are interested.

Overall, this is really interesting research and a really good “first step.” I will be interested to see if this can be replicated on other models. One thing that really stood out, though, was that certain details are obfuscated because of Sonnet being proprietary. Hopefully follow-on work is done on one of the open source models to confirm the method.

One of the notable limitations is quantifying activation’s correlation to text meaning, which will make any sort of controls difficult. Sure, you can just massively increase or decrease a weight, and for some things that will be fine, but for real manual fine tuning, that will prove to be a difficulty.

I suspect this method is likely generalizable (maybe with some tweaks?), and I’d really be interested to see how this type of analysis could be done on other neural networks.

This is awesome!

I agree with this in general, but you still may want to consider using Windows or Mac if there’s university only software that is Windows/Mac-based and doesn’t play nicely with VMs, which is really common in test-taking software (since it’s essentially spyware). An alternative would be dual-booting if you want to deal with that.

The reason I say this is that when I went back to school and started course work, there was an online class that mandated the use of certain test-taking software. I tried to get it to work in a VM (by masking the clues of being in a VM), and it kept shutting me down. I ultimately had to borrow a friend’s laptop to take all of my quizzes and tests, which was a real pain. Thankfully, I only had that one class like that, but any others would have driven me to get a cheap throw-away Windows-only box.

In the end, I’d stay away from bleeding-edge for school work, so Fedora is probably your better bet, but there may come a time that you will need to use Windows (much to your chagrin).

I’m all about this. When I made my personal webpage, this is how I do it. I’m surprised it’s not more popular (at least for certain things) because it looks nice and clean, is fast, and crucially, is easy to put together. Most webpages don’t need a ton of JS to “accomplish the mission.” I get that not everything can do this, but there are soooooo many sites that can strip down to a more minimal site and have better functionality and a better experience. This is a case of less-is-more.

Congratulations on making the switch! I remember when I switched full time almost 10 years ago. It always feels like there’s something new to explore or to try with your computer. One of the most freeing things I learned was that most things are within my grasp if I put in the effort to learn about it. There’s nothing quite as fun as whittling the day away going down a configuration rabbit-hole to make something just right.

This is a much better article. OP’s article just shows the author’s surface understanding of how coding works and how well an LLM can actually code. There’s way more that goes into a programming task than just coding.

I see LLMs as having the potential of being almost like a super library. I can prompt GPT, Claude, etc. to write me a custom function that I copy, paste, test, scrutinize, and almost certainly change. It’s a tool that will make someone a more productive programmer. It won’t completely subsume a human’s ability to be creative and put the pieces together.

At the absolute worst over the next decade, I could see programming changing from writing and debugging code to prompting, stitching together, and debugging.