local LLMs aren't there yet and probably won't for the forseable future for ordinary people. If you want to run a full model like DeepSeek v4.1 Flash, you need something like half a TB of RAM.

The open-source LLMs are a different threat: They enable a service industry independent of the large players. I could today get some venture capital, rent a few racks in a hosting center, install a bunch of beefy machines and offer the same service as Claude or ChatGPT, just on an open-source model. The differences in benchmarks are becoming irrelevant for 95% of common use cases. And if I can offer that service for $19/m while OpenAI wants $29/m then OpenAI has a problem.

And IMHO this is the chinese strategy: Undermine the US AI industry by breaking its business model.

Does it matter of it's true or not? Other countries will take it as licence to deploy their own weapons, or to paint the US as the bad guy.

Has everyone gone insane or are we witnessing a major PsyOps ?

Since AI isn't magical, for it to be able to "kill all humans", it would have to be able to acquire the means to do so. Which means that these already exist. It means someone is able to do it right now. And we're chill with that, but worried about AI?

No doubt a bunch of autonomous weapon systems linked into a C&C could cause considerable bloodshed. Given that most of the existing weapon systems of that kind are essentially suicide drones, it'll still be limited damage.

Human-killing virus? Still need a means of creating and delivering it.
Nuclear war? We have humans in the loop.
Drive us all insane with AI-slop TikToks? A few percent of humanity still don't use that.

So what is the actual scenario ? When someone shouts "AI will kill us all", why don't we ask them "how, exactly" ?

It's possible: https://www.youtube.com/watch?...

Flickering might work just as well, or better. Less energy and heat needed, and might screw up exposure or auto levelling. I have not tried it.

The problem is that if you walk around in public with a high brightness IR LED on your head, sooner or later some minimum wage security goon is going to notice their camera is blinded and get upset.

And besides we already solved the baseline problem. A bit of demand shaping, some short term storage, some interconnects.

The old model of the grid is going away rapidly.

I've seen plenty of Python used in production... My question though is that I've found Python can be quite heavy on memory bandwidth, doing a lot of copying and transforming data so it can be processed. I guess that is less of an issue with embedded, but is it still an issue?

"will result in disciplinary action, up to and including termination"

NO it is a violation of the law for them to use it like this, The punishment must include jail time and be out of the departments hands.

20%, but it's only when loading very large images that are scaled down for display. And when you zoom in on them, it has to decode them again.

The PDF viewer isn't really a gain, it just pre-loads it like the bad old days of Internet Explore pre-loading itself on every boot.

Do they not have the names of the officers who VIOLATED THE LAW and gave these bs reasons?
And if they have the names, why are they not being prosecuted?

Kinda hard to pass the blame on this one when the departments are not holding their officers accountable

Punches very obviously not connecting suggests it's been trained on Hollywood fight scenes. The other giveaway is rapid hard cuts and shaky camera so you can't see how badly the punches are not connecting. Everything feels weightless and fake.

There is a lot of AI slop, but I wouldn't discount it being able to do something decent with the right person at the helm.

Considerably more difficult than you imagine. Between them, they have almost 70 command-line options or flags. Taking into account that many of those behave differently depending on the presence or absence of other flags, there's a couple hundred different code paths. Then you need to handle directories, files, sparse files, sym- and hard-links, on and across different filesystems, not to mention the various file-like things scattered around (pipes, streams, etc.)

It's not rocket science, but neither is it trivial.

Most entertainment has always been slop, this is nothing new at all. A decade ago it was reality TV, before that it was gameshows and daytime soap operas.

The interesting story here is how this demonstrates the basic different in attitude between the US and China when it comes to new technology. In the US the established players are very concerned that new tech will affect their business model, so they try to hold it back as much as possible. In China it gets embraced and there is a rush to adopt it.

We knew that. But now we have proof.

Will anything happen because of that? Nah, I don't think so. A few token gestures maybe. A friendly mail to everyone saying to write better reasons, followed up by an informal mail that tells them to ignore the previous one.

This isn't a mistake. It's intentional. The more arbitrary and uncontrolled the police can act, the more it is feared, the more it is a tool for oppression and not a part of civil society, the more likely the cops will stand on the side of the powerful when there are protests or uprisings against the increasing oppression and economic divide.

Seeing some very negative prices in the mid west (I think that's the right term) states too. Not even free electricity, people are being paid to use it.

Can you get a tariff that pays you to use energy in the US? Here in Europe we have some, and if you play the game right with a home battery your energy can be pretty much free.

Solar panels are actually very good for the environment. They can help over-farmed land recover by providing shade. Livestock and some crops can live under them very happily.

They are good for your house too, they reflect some of the heat away in the summer.