So they established that language patterns measured by word frequency changed between 2022 and 2024. But did they also analyse frequencies across other 2-year time periods? How much difference is there for a typical word? It looks like they have a per-frequency significance threshold but then analysed all words at once, meaning that random noise would turn up a bunch of "significant" results. Maybe this is addressed in the original paper which is not linked.

The company I work at has an AI-related job freeze. At the same time, AI is in the evaluation phase in the company and hardly anyone uses it for anything really. There are surveys, and they all say that AI can help a little bit in some niche circumstances, but that for most of the work it really does nothing. Also, the AI evaluation is entirely driven by some curious employees and doesn't really have anthing to do with upper management. In fact, upper management doesn't want to pay the AI subscription fees.

Sure, the internet is more practical, and the odds of being caught in the time required to execute a decent strike plan, even one as vague as: "we're going to Amerika and we're going to hit 50 high profile targets on July 4th, one in every state" (Dear NSA analyst, this is entirely hypothetical) so your agents spread to the field and start assessing from the ground the highest impact targets attainable with their resources, extensive back and forth from the field to central command daily for 90 days of prep, but it's being carried out on 270 different active social media channels as innocuous looking photo exchanges with 540 pre-arranged algorithms hiding the messages in the noise of the image bits. Chances of security agencies picking this up from the communication itself? About 100x less than them noticing 50 teams of activists deployed to 50 states at roughly the same time, even if they never communicate anything. HF (more often called shortwave) is well suited for the numbers game. A deep cover agent lying in wait, potentially for years. Only "tell" is their odd habit of listening to the radio most nights. All they're waiting for is a binary message: if you hear the sequence 3 17 22 you are to make contact for further instructions. That message may come at any time, or may not come for a decade. These days, you would make your contact for further instructions via internet, and sure, it would be more practical to hide the "make contact" signal in the internet too, but shortwave is a longstanding tech with known operating parameters.

i like how ask photos is not just a dumb idea but it's also a dumb name

It's not just skills, it's also capital investment.

So they.just reinvented the DVB-T tuner. Edit: I looked it up and it's literally just that. The fact they're shoving it into feature phones is interesting.

While I completely agree with you about the absence of one-liners and meme comments, and even more left leaning community, there's still that strong element of "gotcha" in discussions. Also tonnes of people not reading an article before commenting (at a better rate than Reddit probably), and a generally even more doomer attitude is common here.

From Aurealisa perspective, the leak may have been a momentary distraction, but it had serious consequences for the person behind it. Hopefully, this serves as a lesson to other potential hackers.